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MedOtter
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TCGA-Breast-Radiogenomics

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Image Segmentation
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medical
mri
dce-mri
breast
breast-cancer
tumor-segmentation
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Parth1503 commited on
Commit
7093036
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verified ·
1 Parent(s): 48d8a81

Add 91 breast DCE-MRI volumes with binary primary-tumour masks

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This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. label_map.json +9 -0
  2. metadata.jsonl +91 -0
  3. volumes/TCGA-AO-A03M/image.nii.gz +3 -0
  4. volumes/TCGA-AO-A03M/mask.nii.gz +3 -0
  5. volumes/TCGA-AO-A03V/image.nii.gz +3 -0
  6. volumes/TCGA-AO-A03V/mask.nii.gz +3 -0
  7. volumes/TCGA-AO-A0J9/image.nii.gz +3 -0
  8. volumes/TCGA-AO-A0J9/mask.nii.gz +3 -0
  9. volumes/TCGA-AO-A0JI/image.nii.gz +3 -0
  10. volumes/TCGA-AO-A0JI/mask.nii.gz +3 -0
  11. volumes/TCGA-AO-A0JM/image.nii.gz +3 -0
  12. volumes/TCGA-AO-A0JM/mask.nii.gz +3 -0
  13. volumes/TCGA-AO-A12D/image.nii.gz +3 -0
  14. volumes/TCGA-AO-A12D/mask.nii.gz +3 -0
  15. volumes/TCGA-AO-A12E/image.nii.gz +3 -0
  16. volumes/TCGA-AO-A12E/mask.nii.gz +3 -0
  17. volumes/TCGA-AO-A12F/image.nii.gz +3 -0
  18. volumes/TCGA-AO-A12F/mask.nii.gz +3 -0
  19. volumes/TCGA-AO-A12G/image.nii.gz +3 -0
  20. volumes/TCGA-AO-A12G/mask.nii.gz +3 -0
  21. volumes/TCGA-AR-A1AN/image.nii.gz +3 -0
  22. volumes/TCGA-AR-A1AN/mask.nii.gz +3 -0
  23. volumes/TCGA-AR-A1AQ/image.nii.gz +3 -0
  24. volumes/TCGA-AR-A1AQ/mask.nii.gz +3 -0
  25. volumes/TCGA-AR-A1AX/image.nii.gz +3 -0
  26. volumes/TCGA-AR-A1AX/mask.nii.gz +3 -0
  27. volumes/TCGA-AR-A24S/image.nii.gz +3 -0
  28. volumes/TCGA-AR-A24S/mask.nii.gz +3 -0
  29. volumes/TCGA-AR-A24X/image.nii.gz +3 -0
  30. volumes/TCGA-AR-A24X/mask.nii.gz +3 -0
  31. volumes/TCGA-BH-A0AW/image.nii.gz +3 -0
  32. volumes/TCGA-BH-A0AW/mask.nii.gz +3 -0
  33. volumes/TCGA-BH-A0AZ/image.nii.gz +3 -0
  34. volumes/TCGA-BH-A0AZ/mask.nii.gz +3 -0
  35. volumes/TCGA-BH-A0B1/image.nii.gz +3 -0
  36. volumes/TCGA-BH-A0B1/mask.nii.gz +3 -0
  37. volumes/TCGA-BH-A0B3/image.nii.gz +3 -0
  38. volumes/TCGA-BH-A0B3/mask.nii.gz +3 -0
  39. volumes/TCGA-BH-A0B5/image.nii.gz +3 -0
  40. volumes/TCGA-BH-A0B5/mask.nii.gz +3 -0
  41. volumes/TCGA-BH-A0B6/image.nii.gz +3 -0
  42. volumes/TCGA-BH-A0B6/mask.nii.gz +3 -0
  43. volumes/TCGA-BH-A0BG/image.nii.gz +3 -0
  44. volumes/TCGA-BH-A0BG/mask.nii.gz +3 -0
  45. volumes/TCGA-BH-A0BJ/image.nii.gz +3 -0
  46. volumes/TCGA-BH-A0BJ/mask.nii.gz +3 -0
  47. volumes/TCGA-BH-A0BM/image.nii.gz +3 -0
  48. volumes/TCGA-BH-A0BM/mask.nii.gz +3 -0
  49. volumes/TCGA-BH-A0BQ/image.nii.gz +3 -0
  50. volumes/TCGA-BH-A0BQ/mask.nii.gz +3 -0
label_map.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "0": {
3
+ "name": "background"
4
+ },
5
+ "1": {
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+ "name": "breast tumor",
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+ "description": "primary invasive breast carcinoma, whole-lesion binary mask"
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+ }
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+ }
metadata.jsonl ADDED
@@ -0,0 +1,91 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"patient_id": "TCGA-AO-A03M", "tcga_patient_barcode": "TCGA-AO-A03M", "image": "volumes/TCGA-AO-A03M/image.nii.gz", "mask": "volumes/TCGA-AO-A03M/mask.nii.gz", "split": "train", "num_slices": 50, "rows": 256, "cols": 256, "spacing_xyz": [0.8594, 0.8594, 3.0], "slice_thickness": 3.0, "tumor_voxels": 1417, "tumor_slices": 7, "tumor_slice_range": [23, 29], "series_description": "Bind(11251/7/97..146)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.9203.4002.248253412869892897948991929221", "n_phases": 1, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.34, "echo_time": 3.096, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Circumscribed", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Memorial Sloan Kettering", "tss_code": "AO", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.4357}
2
+ {"patient_id": "TCGA-AO-A03V", "tcga_patient_barcode": "TCGA-AO-A03V", "image": "volumes/TCGA-AO-A03V/image.nii.gz", "mask": "volumes/TCGA-AO-A03V/mask.nii.gz", "split": "train", "num_slices": 48, "rows": 256, "cols": 256, "spacing_xyz": [0.7813, 0.7813, 3.0], "slice_thickness": 3.0, "tumor_voxels": 613, "tumor_slices": 4, "tumor_slice_range": [31, 34], "series_description": "T1 Sagittal post fat sat", "series_uid": "1.3.6.1.4.1.14519.5.2.1.9203.4002.301602258207095084610044790621", "n_phases": 1, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.808, "echo_time": 4.2, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Memorial Sloan Kettering", "tss_code": "AO", "in_bcss": false, "series_reassigned": true, "lesion_contrast": 0.6167}
3
+ {"patient_id": "TCGA-AO-A0J9", "tcga_patient_barcode": "TCGA-AO-A0J9", "image": "volumes/TCGA-AO-A0J9/image.nii.gz", "mask": "volumes/TCGA-AO-A0J9/mask.nii.gz", "split": "train", "num_slices": 55, "rows": 256, "cols": 256, "spacing_xyz": [0.7813, 0.7813, 3.0], "slice_thickness": 3.0, "tumor_voxels": 4484, "tumor_slices": 14, "tumor_slice_range": [20, 33], "series_description": "Bind(15477/7/62..116)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.9203.4002.866634835864508681925900088319", "n_phases": 1, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.464, "echo_time": 3.168, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Memorial Sloan Kettering", "tss_code": "AO", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.4029}
4
+ {"patient_id": "TCGA-AO-A0JI", "tcga_patient_barcode": "TCGA-AO-A0JI", "image": "volumes/TCGA-AO-A0JI/image.nii.gz", "mask": "volumes/TCGA-AO-A0JI/mask.nii.gz", "split": "train", "num_slices": 56, "rows": 256, "cols": 256, "spacing_xyz": [0.7813, 0.7813, 3.0], "slice_thickness": 3.0, "tumor_voxels": 311, "tumor_slices": 4, "tumor_slice_range": [19, 22], "series_description": "Bind(18029/6/1..56)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.9203.4002.115495544730113615407489736518", "n_phases": 1, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.252, "echo_time": 4.2, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Circumscribed", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Marked", "tissue_source_site": "Memorial Sloan Kettering", "tss_code": "AO", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.377}
5
+ {"patient_id": "TCGA-AO-A0JM", "tcga_patient_barcode": "TCGA-AO-A0JM", "image": "volumes/TCGA-AO-A0JM/image.nii.gz", "mask": "volumes/TCGA-AO-A0JM/mask.nii.gz", "split": "train", "num_slices": 51, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 3.0], "slice_thickness": 3.0, "tumor_voxels": 10764, "tumor_slices": 15, "tumor_slice_range": [19, 33], "series_description": null, "series_uid": "1.3.6.1.4.1.14519.5.2.1.9203.4002.302052236339784643236917769729", "n_phases": 1, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.472, "echo_time": 3.156, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Memorial Sloan Kettering", "tss_code": "AO", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.9354}
6
+ {"patient_id": "TCGA-AO-A12D", "tcga_patient_barcode": "TCGA-AO-A12D", "image": "volumes/TCGA-AO-A12D/image.nii.gz", "mask": "volumes/TCGA-AO-A12D/mask.nii.gz", "split": "train", "num_slices": 53, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 3.0], "slice_thickness": 3.0, "tumor_voxels": 3839, "tumor_slices": 8, "tumor_slice_range": [18, 25], "series_description": null, "series_uid": "1.3.6.1.4.1.14519.5.2.1.9203.4002.585194947126021285136262380957", "n_phases": 1, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.392, "echo_time": 3.072, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Memorial Sloan Kettering", "tss_code": "AO", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.8572}
7
+ {"patient_id": "TCGA-AO-A12E", "tcga_patient_barcode": "TCGA-AO-A12E", "image": "volumes/TCGA-AO-A12E/image.nii.gz", "mask": "volumes/TCGA-AO-A12E/mask.nii.gz", "split": "train", "num_slices": 56, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 3.0], "slice_thickness": 3.0, "tumor_voxels": 2353, "tumor_slices": 8, "tumor_slice_range": [20, 27], "series_description": null, "series_uid": "1.3.6.1.4.1.14519.5.2.1.9203.4002.319292959228403158736163175044", "n_phases": 1, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.392, "echo_time": 3.072, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Not Applicable", "birads_fibroglandular": "Almost entirely fat", "birads_background_enhancement": "Moderate", "tissue_source_site": "Memorial Sloan Kettering", "tss_code": "AO", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.0471}
8
+ {"patient_id": "TCGA-AO-A12F", "tcga_patient_barcode": "TCGA-AO-A12F", "image": "volumes/TCGA-AO-A12F/image.nii.gz", "mask": "volumes/TCGA-AO-A12F/mask.nii.gz", "split": "train", "num_slices": 52, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 3.0], "slice_thickness": 3.0, "tumor_voxels": 44942, "tumor_slices": 13, "tumor_slice_range": [25, 37], "series_description": "Bind(5647/7/53..104)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.9203.4002.779357875825495663379704657008", "n_phases": 1, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.188, "echo_time": 2.444, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Circumscribed", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Marked", "tissue_source_site": "Memorial Sloan Kettering", "tss_code": "AO", "in_bcss": true, "series_reassigned": false, "lesion_contrast": 0.6908}
9
+ {"patient_id": "TCGA-AO-A12G", "tcga_patient_barcode": "TCGA-AO-A12G", "image": "volumes/TCGA-AO-A12G/image.nii.gz", "mask": "volumes/TCGA-AO-A12G/mask.nii.gz", "split": "train", "num_slices": 41, "rows": 256, "cols": 256, "spacing_xyz": [0.7031, 0.7031, 3.0], "slice_thickness": 3.0, "tumor_voxels": 1669, "tumor_slices": 6, "tumor_slice_range": [21, 26], "series_description": "T1 Sagittal post fat sat", "series_uid": "1.3.6.1.4.1.14519.5.2.1.9203.4002.193633202495121366688264168892", "n_phases": 1, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.252, "echo_time": 3.052, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "Memorial Sloan Kettering", "tss_code": "AO", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.569}
10
+ {"patient_id": "TCGA-AR-A1AN", "tcga_patient_barcode": "TCGA-AR-A1AN", "image": "volumes/TCGA-AR-A1AN/image.nii.gz", "mask": "volumes/TCGA-AR-A1AN/mask.nii.gz", "split": "train", "num_slices": 108, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 3.0], "slice_thickness": 3.0, "tumor_voxels": 1234, "tumor_slices": 6, "tumor_slice_range": [76, 81], "series_description": "VIBRANT", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3344.4002.381459025977840313499996691555", "n_phases": 4, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.468, "echo_time": 3.168, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Circumscribed", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Not Applicable", "tissue_source_site": "Mayo Clinic", "tss_code": "AR", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.5852}
11
+ {"patient_id": "TCGA-AR-A1AQ", "tcga_patient_barcode": "TCGA-AR-A1AQ", "image": "volumes/TCGA-AR-A1AQ/image.nii.gz", "mask": "volumes/TCGA-AR-A1AQ/mask.nii.gz", "split": "train", "num_slices": 116, "rows": 256, "cols": 256, "spacing_xyz": [0.859375, 0.859375, 3.0], "slice_thickness": 3.0, "tumor_voxels": 2742, "tumor_slices": 7, "tumor_slice_range": [78, 84], "series_description": "VIBRANT", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3344.4002.176672261446738229459423756538", "n_phases": 4, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.7, "echo_time": 3.3, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Circumscribed", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Mayo Clinic", "tss_code": "AR", "in_bcss": true, "series_reassigned": false, "lesion_contrast": 0.6793}
12
+ {"patient_id": "TCGA-AR-A1AX", "tcga_patient_barcode": "TCGA-AR-A1AX", "image": "volumes/TCGA-AR-A1AX/image.nii.gz", "mask": "volumes/TCGA-AR-A1AX/mask.nii.gz", "split": "train", "num_slices": 88, "rows": 256, "cols": 256, "spacing_xyz": [0.8594, 0.8594, 3.0], "slice_thickness": 3.0, "tumor_voxels": 1321, "tumor_slices": 8, "tumor_slice_range": [19, 26], "series_description": "VIBRANT", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3344.4002.327670995378081964776130912424", "n_phases": 4, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.052, "echo_time": 2.94, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Mayo Clinic", "tss_code": "AR", "in_bcss": false, "series_reassigned": true, "lesion_contrast": 0.9322}
13
+ {"patient_id": "TCGA-AR-A24S", "tcga_patient_barcode": "TCGA-AR-A24S", "image": "volumes/TCGA-AR-A24S/image.nii.gz", "mask": "volumes/TCGA-AR-A24S/mask.nii.gz", "split": "train", "num_slices": 88, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 3.0], "slice_thickness": 3.0, "tumor_voxels": 4036, "tumor_slices": 9, "tumor_slice_range": [65, 73], "series_description": "vibrant", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3344.4002.610644283740923175408063590550", "n_phases": 4, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.772, "echo_time": 3.324, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Mayo Clinic", "tss_code": "AR", "in_bcss": false, "series_reassigned": true, "lesion_contrast": 1.2028}
14
+ {"patient_id": "TCGA-AR-A24X", "tcga_patient_barcode": "TCGA-AR-A24X", "image": "volumes/TCGA-AR-A24X/image.nii.gz", "mask": "volumes/TCGA-AR-A24X/mask.nii.gz", "split": "train", "num_slices": 96, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 3.0], "slice_thickness": 3.0, "tumor_voxels": 887, "tumor_slices": 6, "tumor_slice_range": [68, 73], "series_description": "VIBRANT", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3344.4002.125436125349301426124708566981", "n_phases": 4, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.624, "echo_time": 3.256, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Mayo Clinic", "tss_code": "AR", "in_bcss": false, "series_reassigned": true, "lesion_contrast": 0.6996}
15
+ {"patient_id": "TCGA-BH-A0AW", "tcga_patient_barcode": "TCGA-BH-A0AW", "image": "volumes/TCGA-BH-A0AW/image.nii.gz", "mask": "volumes/TCGA-BH-A0AW/mask.nii.gz", "split": "train", "num_slices": 88, "rows": 512, "cols": 512, "spacing_xyz": [0.6641, 0.6641, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1849, "tumor_slices": 9, "tumor_slice_range": [46, 54], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.137555579654325140828698314966", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.892, "echo_time": 2.352, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.1369}
16
+ {"patient_id": "TCGA-BH-A0AZ", "tcga_patient_barcode": "TCGA-BH-A0AZ", "image": "volumes/TCGA-BH-A0AZ/image.nii.gz", "mask": "volumes/TCGA-BH-A0AZ/mask.nii.gz", "split": "train", "num_slices": 82, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 6982, "tumor_slices": 16, "tumor_slice_range": [33, 48], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.235120945440804082065149219954", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.028, "echo_time": 2.428, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.4234}
17
+ {"patient_id": "TCGA-BH-A0B1", "tcga_patient_barcode": "TCGA-BH-A0B1", "image": "volumes/TCGA-BH-A0B1/image.nii.gz", "mask": "volumes/TCGA-BH-A0B1/mask.nii.gz", "split": "train", "num_slices": 90, "rows": 512, "cols": 512, "spacing_xyz": [0.6836, 0.6836, 2.0], "slice_thickness": 2.0, "tumor_voxels": 6448, "tumor_slices": 10, "tumor_slice_range": [51, 60], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.333267840692745997187984677772", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.5, "echo_time": 2.624, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Marked", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.3688}
18
+ {"patient_id": "TCGA-BH-A0B3", "tcga_patient_barcode": "TCGA-BH-A0B3", "image": "volumes/TCGA-BH-A0B3/image.nii.gz", "mask": "volumes/TCGA-BH-A0B3/mask.nii.gz", "split": "train", "num_slices": 82, "rows": 512, "cols": 512, "spacing_xyz": [0.5664, 0.5664, 2.0], "slice_thickness": 2.0, "tumor_voxels": 8618, "tumor_slices": 11, "tumor_slice_range": [36, 46], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.145897582572955118810683903173", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.676, "echo_time": 2.724, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": true, "series_reassigned": false, "lesion_contrast": 1.0983}
19
+ {"patient_id": "TCGA-BH-A0B5", "tcga_patient_barcode": "TCGA-BH-A0B5", "image": "volumes/TCGA-BH-A0B5/image.nii.gz", "mask": "volumes/TCGA-BH-A0B5/mask.nii.gz", "split": "train", "num_slices": 70, "rows": 512, "cols": 512, "spacing_xyz": [0.5469, 0.5469, 2.0], "slice_thickness": 2.0, "tumor_voxels": 21542, "tumor_slices": 21, "tumor_slice_range": [9, 29], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.765496759573531210971329774042", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.064, "echo_time": 2.96, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Marked", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.1682}
20
+ {"patient_id": "TCGA-BH-A0B6", "tcga_patient_barcode": "TCGA-BH-A0B6", "image": "volumes/TCGA-BH-A0B6/image.nii.gz", "mask": "volumes/TCGA-BH-A0B6/mask.nii.gz", "split": "train", "num_slices": 92, "rows": 512, "cols": 512, "spacing_xyz": [0.625, 0.625, 2.0], "slice_thickness": 2.0, "tumor_voxels": 3671, "tumor_slices": 8, "tumor_slice_range": [42, 49], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.247645391332690102231405045726", "n_phases": 7, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.568, "echo_time": 2.672, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Circumscribed", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.4304}
21
+ {"patient_id": "TCGA-BH-A0BG", "tcga_patient_barcode": "TCGA-BH-A0BG", "image": "volumes/TCGA-BH-A0BG/image.nii.gz", "mask": "volumes/TCGA-BH-A0BG/mask.nii.gz", "split": "train", "num_slices": 82, "rows": 512, "cols": 512, "spacing_xyz": [0.6641, 0.6641, 2.0], "slice_thickness": 2.0, "tumor_voxels": 2031, "tumor_slices": 9, "tumor_slice_range": [52, 60], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.170853655856546623476386261397", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.896, "echo_time": 2.352, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": true, "series_reassigned": false, "lesion_contrast": 2.1596}
22
+ {"patient_id": "TCGA-BH-A0BJ", "tcga_patient_barcode": "TCGA-BH-A0BJ", "image": "volumes/TCGA-BH-A0BJ/image.nii.gz", "mask": "volumes/TCGA-BH-A0BJ/mask.nii.gz", "split": "train", "num_slices": 108, "rows": 512, "cols": 512, "spacing_xyz": [0.7617, 0.7617, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1200, "tumor_slices": 9, "tumor_slice_range": [51, 59], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.189587085168110510321687925367", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.76, "echo_time": 2.276, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 2.045}
23
+ {"patient_id": "TCGA-BH-A0BM", "tcga_patient_barcode": "TCGA-BH-A0BM", "image": "volumes/TCGA-BH-A0BM/image.nii.gz", "mask": "volumes/TCGA-BH-A0BM/mask.nii.gz", "split": "train", "num_slices": 76, "rows": 512, "cols": 512, "spacing_xyz": [0.625, 0.625, 2.0], "slice_thickness": 2.0, "tumor_voxels": 570, "tumor_slices": 6, "tumor_slice_range": [48, 53], "series_description": "CAD~ REG CAD~ Sub 1", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.128859542248371282811402316704", "n_phases": 1, "phase_index": 0, "manufacturer": "Confirma Inc.", "field_strength": 1.5, "repetition_time": 5.572, "echo_time": 2.668, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.6841}
24
+ {"patient_id": "TCGA-BH-A0BQ", "tcga_patient_barcode": "TCGA-BH-A0BQ", "image": "volumes/TCGA-BH-A0BQ/image.nii.gz", "mask": "volumes/TCGA-BH-A0BQ/mask.nii.gz", "split": "train", "num_slices": 72, "rows": 512, "cols": 512, "spacing_xyz": [0.5469, 0.5469, 2.0], "slice_thickness": 2.0, "tumor_voxels": 2014, "tumor_slices": 8, "tumor_slice_range": [57, 64], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.145557149784517397866557229923", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.068, "echo_time": 2.92, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Marked", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.8435}
25
+ {"patient_id": "TCGA-BH-A0BT", "tcga_patient_barcode": "TCGA-BH-A0BT", "image": "volumes/TCGA-BH-A0BT/image.nii.gz", "mask": "volumes/TCGA-BH-A0BT/mask.nii.gz", "split": "train", "num_slices": 80, "rows": 512, "cols": 512, "spacing_xyz": [0.7031, 0.7031, 2.0], "slice_thickness": 2.0, "tumor_voxels": 4692, "tumor_slices": 9, "tumor_slice_range": [26, 34], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.298797813202770845072769120594", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.5, "echo_time": 2.616, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.1507}
26
+ {"patient_id": "TCGA-BH-A0C0", "tcga_patient_barcode": "TCGA-BH-A0C0", "image": "volumes/TCGA-BH-A0C0/image.nii.gz", "mask": "volumes/TCGA-BH-A0C0/mask.nii.gz", "split": "train", "num_slices": 70, "rows": 512, "cols": 512, "spacing_xyz": [0.5078, 0.5078, 2.0], "slice_thickness": 2.0, "tumor_voxels": 4342, "tumor_slices": 8, "tumor_slice_range": [29, 36], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.174180945614530796358391910588", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.812, "echo_time": 2.796, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.9526}
27
+ {"patient_id": "TCGA-BH-A0DE", "tcga_patient_barcode": "TCGA-BH-A0DE", "image": "volumes/TCGA-BH-A0DE/image.nii.gz", "mask": "volumes/TCGA-BH-A0DE/mask.nii.gz", "split": "train", "num_slices": 76, "rows": 512, "cols": 512, "spacing_xyz": [0.5664, 0.5664, 2.0], "slice_thickness": 2.0, "tumor_voxels": 2482, "tumor_slices": 7, "tumor_slice_range": [33, 39], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.161584523263458092754035262449", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.028, "echo_time": 2.94, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Not Applicable", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.3751}
28
+ {"patient_id": "TCGA-BH-A0DG", "tcga_patient_barcode": "TCGA-BH-A0DG", "image": "volumes/TCGA-BH-A0DG/image.nii.gz", "mask": "volumes/TCGA-BH-A0DG/mask.nii.gz", "split": "train", "num_slices": 72, "rows": 512, "cols": 512, "spacing_xyz": [0.5664, 0.5664, 2.0], "slice_thickness": 2.0, "tumor_voxels": 3699, "tumor_slices": 9, "tumor_slice_range": [34, 42], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.653763174344222562165722308588", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.696, "echo_time": 2.732, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.5233}
29
+ {"patient_id": "TCGA-BH-A0DH", "tcga_patient_barcode": "TCGA-BH-A0DH", "image": "volumes/TCGA-BH-A0DH/image.nii.gz", "mask": "volumes/TCGA-BH-A0DH/mask.nii.gz", "split": "train", "num_slices": 96, "rows": 512, "cols": 512, "spacing_xyz": [0.5664, 0.5664, 2.0], "slice_thickness": 2.0, "tumor_voxels": 12954, "tumor_slices": 17, "tumor_slice_range": [45, 61], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.132961897956430534507673116083", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.012, "echo_time": 2.936, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.9447}
30
+ {"patient_id": "TCGA-BH-A0DI", "tcga_patient_barcode": "TCGA-BH-A0DI", "image": "volumes/TCGA-BH-A0DI/image.nii.gz", "mask": "volumes/TCGA-BH-A0DI/mask.nii.gz", "split": "train", "num_slices": 82, "rows": 512, "cols": 512, "spacing_xyz": [0.6445, 0.6445, 2.0], "slice_thickness": 2.0, "tumor_voxels": 31042, "tumor_slices": 30, "tumor_slice_range": [14, 43], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.251433155667670752223666257876", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.252, "echo_time": 2.548, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.5363}
31
+ {"patient_id": "TCGA-BH-A0DK", "tcga_patient_barcode": "TCGA-BH-A0DK", "image": "volumes/TCGA-BH-A0DK/image.nii.gz", "mask": "volumes/TCGA-BH-A0DK/mask.nii.gz", "split": "train", "num_slices": 102, "rows": 512, "cols": 512, "spacing_xyz": [0.6641, 0.6641, 2.0], "slice_thickness": 2.0, "tumor_voxels": 7731, "tumor_slices": 10, "tumor_slice_range": [37, 46], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.728670422225980723390400916099", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.888, "echo_time": 2.352, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.7445}
32
+ {"patient_id": "TCGA-BH-A0DT", "tcga_patient_barcode": "TCGA-BH-A0DT", "image": "volumes/TCGA-BH-A0DT/image.nii.gz", "mask": "volumes/TCGA-BH-A0DT/mask.nii.gz", "split": "train", "num_slices": 78, "rows": 512, "cols": 512, "spacing_xyz": [0.5664, 0.5664, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1468, "tumor_slices": 6, "tumor_slice_range": [35, 40], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.451603000999873592854254468936", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.676, "echo_time": 2.724, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.2489}
33
+ {"patient_id": "TCGA-BH-A0DV", "tcga_patient_barcode": "TCGA-BH-A0DV", "image": "volumes/TCGA-BH-A0DV/image.nii.gz", "mask": "volumes/TCGA-BH-A0DV/mask.nii.gz", "split": "train", "num_slices": 82, "rows": 512, "cols": 512, "spacing_xyz": [0.5664, 0.5664, 2.0], "slice_thickness": 2.0, "tumor_voxels": 4522, "tumor_slices": 8, "tumor_slice_range": [14, 21], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.277290225603153530885274530808", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.684, "echo_time": 2.728, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.9174}
34
+ {"patient_id": "TCGA-BH-A0DX", "tcga_patient_barcode": "TCGA-BH-A0DX", "image": "volumes/TCGA-BH-A0DX/image.nii.gz", "mask": "volumes/TCGA-BH-A0DX/mask.nii.gz", "split": "train", "num_slices": 82, "rows": 512, "cols": 512, "spacing_xyz": [0.625, 0.625, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1211, "tumor_slices": 6, "tumor_slice_range": [51, 56], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.233466792780763395469074389565", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.248, "echo_time": 3.044, "breast_side": "Not Applicable", "birads_shape": "Not Applicable", "birads_margin": "Not Applicable", "birads_internal_enhancement": "Not Applicable", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.7749}
35
+ {"patient_id": "TCGA-BH-A0DZ", "tcga_patient_barcode": "TCGA-BH-A0DZ", "image": "volumes/TCGA-BH-A0DZ/image.nii.gz", "mask": "volumes/TCGA-BH-A0DZ/mask.nii.gz", "split": "train", "num_slices": 102, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 8038, "tumor_slices": 11, "tumor_slice_range": [48, 58], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.153503860774878885821584398232", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.984, "echo_time": 2.42, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Not Applicable", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.6652}
36
+ {"patient_id": "TCGA-BH-A0E0", "tcga_patient_barcode": "TCGA-BH-A0E0", "image": "volumes/TCGA-BH-A0E0/image.nii.gz", "mask": "volumes/TCGA-BH-A0E0/mask.nii.gz", "split": "train", "num_slices": 76, "rows": 512, "cols": 512, "spacing_xyz": [0.5469, 0.5469, 2.0], "slice_thickness": 2.0, "tumor_voxels": 54188, "tumor_slices": 28, "tumor_slice_range": [20, 47], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.242793594777505498522130645900", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.096, "echo_time": 2.48, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": true, "series_reassigned": false, "lesion_contrast": 0.9458}
37
+ {"patient_id": "TCGA-BH-A0E1", "tcga_patient_barcode": "TCGA-BH-A0E1", "image": "volumes/TCGA-BH-A0E1/image.nii.gz", "mask": "volumes/TCGA-BH-A0E1/mask.nii.gz", "split": "train", "num_slices": 80, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 14962, "tumor_slices": 12, "tumor_slice_range": [17, 28], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.118497347130295452570824398915", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.024, "echo_time": 2.42, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.3595}
38
+ {"patient_id": "TCGA-BH-A0E2", "tcga_patient_barcode": "TCGA-BH-A0E2", "image": "volumes/TCGA-BH-A0E2/image.nii.gz", "mask": "volumes/TCGA-BH-A0E2/mask.nii.gz", "split": "train", "num_slices": 106, "rows": 512, "cols": 512, "spacing_xyz": [0.6836, 0.6836, 2.0], "slice_thickness": 2.0, "tumor_voxels": 9236, "tumor_slices": 11, "tumor_slice_range": [32, 42], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.197575122774864845449213797188", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.848, "echo_time": 2.328, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Not Applicable", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 2.1976}
39
+ {"patient_id": "TCGA-BH-A0E9", "tcga_patient_barcode": "TCGA-BH-A0E9", "image": "volumes/TCGA-BH-A0E9/image.nii.gz", "mask": "volumes/TCGA-BH-A0E9/mask.nii.gz", "split": "train", "num_slices": 76, "rows": 512, "cols": 512, "spacing_xyz": [0.605469, 0.605469, 2.0], "slice_thickness": 2.0, "tumor_voxels": 7927, "tumor_slices": 8, "tumor_slice_range": [35, 42], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.339963655672432655223423353554", "n_phases": 7, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.956, "echo_time": 2.86, "breast_side": "Not Applicable", "birads_shape": "Not Applicable", "birads_margin": "Not Applicable", "birads_internal_enhancement": "Not Applicable", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.0135}
40
+ {"patient_id": "TCGA-BH-A0EI", "tcga_patient_barcode": "TCGA-BH-A0EI", "image": "volumes/TCGA-BH-A0EI/image.nii.gz", "mask": "volumes/TCGA-BH-A0EI/mask.nii.gz", "split": "train", "num_slices": 80, "rows": 512, "cols": 512, "spacing_xyz": [0.625, 0.625, 2.0], "slice_thickness": 2.0, "tumor_voxels": 4837, "tumor_slices": 11, "tumor_slice_range": [45, 55], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.216808278210582422541188816094", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.964, "echo_time": 2.384, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 2.0991}
41
+ {"patient_id": "TCGA-BH-A0GY", "tcga_patient_barcode": "TCGA-BH-A0GY", "image": "volumes/TCGA-BH-A0GY/image.nii.gz", "mask": "volumes/TCGA-BH-A0GY/mask.nii.gz", "split": "train", "num_slices": 106, "rows": 512, "cols": 512, "spacing_xyz": [0.6641, 0.6641, 2.0], "slice_thickness": 2.0, "tumor_voxels": 5486, "tumor_slices": 8, "tumor_slice_range": [27, 34], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.180755434014359981139880681168", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.868, "echo_time": 2.34, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.1995}
42
+ {"patient_id": "TCGA-BH-A0GZ", "tcga_patient_barcode": "TCGA-BH-A0GZ", "image": "volumes/TCGA-BH-A0GZ/image.nii.gz", "mask": "volumes/TCGA-BH-A0GZ/mask.nii.gz", "split": "train", "num_slices": 104, "rows": 512, "cols": 512, "spacing_xyz": [0.7031, 0.7031, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1615, "tumor_slices": 8, "tumor_slice_range": [51, 58], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.238125138226958471892709616892", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.824, "echo_time": 2.312, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.7287}
43
+ {"patient_id": "TCGA-BH-A0H3", "tcga_patient_barcode": "TCGA-BH-A0H3", "image": "volumes/TCGA-BH-A0H3/image.nii.gz", "mask": "volumes/TCGA-BH-A0H3/mask.nii.gz", "split": "train", "num_slices": 92, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 2206, "tumor_slices": 8, "tumor_slice_range": [47, 54], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.102895244054883066169058953347", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.988, "echo_time": 2.42, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Circumscribed", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.7374}
44
+ {"patient_id": "TCGA-BH-A0H5", "tcga_patient_barcode": "TCGA-BH-A0H5", "image": "volumes/TCGA-BH-A0H5/image.nii.gz", "mask": "volumes/TCGA-BH-A0H5/mask.nii.gz", "split": "train", "num_slices": 90, "rows": 512, "cols": 512, "spacing_xyz": [0.5664, 0.5664, 2.0], "slice_thickness": 2.0, "tumor_voxels": 2635, "tumor_slices": 8, "tumor_slice_range": [38, 45], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.168133932292774895008867110168", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.048, "echo_time": 2.452, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.4188}
45
+ {"patient_id": "TCGA-BH-A0H6", "tcga_patient_barcode": "TCGA-BH-A0H6", "image": "volumes/TCGA-BH-A0H6/image.nii.gz", "mask": "volumes/TCGA-BH-A0H6/mask.nii.gz", "split": "train", "num_slices": 68, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 362, "tumor_slices": 5, "tumor_slice_range": [43, 47], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.326965958944129163933043155653", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.04, "echo_time": 2.428, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Almost entirely fat", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.277}
46
+ {"patient_id": "TCGA-BH-A0H7", "tcga_patient_barcode": "TCGA-BH-A0H7", "image": "volumes/TCGA-BH-A0H7/image.nii.gz", "mask": "volumes/TCGA-BH-A0H7/mask.nii.gz", "split": "train", "num_slices": 58, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1957, "tumor_slices": 7, "tumor_slice_range": [24, 30], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.102149938257790290974007969715", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.096, "echo_time": 2.456, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.3977}
47
+ {"patient_id": "TCGA-BH-A0H9", "tcga_patient_barcode": "TCGA-BH-A0H9", "image": "volumes/TCGA-BH-A0H9/image.nii.gz", "mask": "volumes/TCGA-BH-A0H9/mask.nii.gz", "split": "train", "num_slices": 70, "rows": 512, "cols": 512, "spacing_xyz": [0.6445, 0.6445, 2.0], "slice_thickness": 2.0, "tumor_voxels": 2424, "tumor_slices": 9, "tumor_slice_range": [35, 43], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.263738690753989997240996788475", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 6.24, "echo_time": 3.036, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.0125}
48
+ {"patient_id": "TCGA-BH-A0HA", "tcga_patient_barcode": "TCGA-BH-A0HA", "image": "volumes/TCGA-BH-A0HA/image.nii.gz", "mask": "volumes/TCGA-BH-A0HA/mask.nii.gz", "split": "train", "num_slices": 92, "rows": 512, "cols": 512, "spacing_xyz": [0.5664, 0.5664, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1017, "tumor_slices": 6, "tumor_slice_range": [34, 39], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.324782910856026783332544732931", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.036, "echo_time": 2.448, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.6893}
49
+ {"patient_id": "TCGA-BH-A0HI", "tcga_patient_barcode": "TCGA-BH-A0HI", "image": "volumes/TCGA-BH-A0HI/image.nii.gz", "mask": "volumes/TCGA-BH-A0HI/mask.nii.gz", "split": "train", "num_slices": 70, "rows": 512, "cols": 512, "spacing_xyz": [0.6641, 0.6641, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1631, "tumor_slices": 7, "tumor_slice_range": [28, 34], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.287505788571546294034881701053", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.924, "echo_time": 2.364, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.2941}
50
+ {"patient_id": "TCGA-BH-A0HX", "tcga_patient_barcode": "TCGA-BH-A0HX", "image": "volumes/TCGA-BH-A0HX/image.nii.gz", "mask": "volumes/TCGA-BH-A0HX/mask.nii.gz", "split": "train", "num_slices": 82, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 6481, "tumor_slices": 12, "tumor_slice_range": [20, 31], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.292298692937100715728922684007", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.02, "echo_time": 2.42, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.5095}
51
+ {"patient_id": "TCGA-BH-A0HY", "tcga_patient_barcode": "TCGA-BH-A0HY", "image": "volumes/TCGA-BH-A0HY/image.nii.gz", "mask": "volumes/TCGA-BH-A0HY/mask.nii.gz", "split": "train", "num_slices": 106, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1150, "tumor_slices": 6, "tumor_slice_range": [39, 44], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.139907610426682367593877489332", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.984, "echo_time": 2.42, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.8581}
52
+ {"patient_id": "TCGA-BH-A0RX", "tcga_patient_barcode": "TCGA-BH-A0RX", "image": "volumes/TCGA-BH-A0RX/image.nii.gz", "mask": "volumes/TCGA-BH-A0RX/mask.nii.gz", "split": "train", "num_slices": 102, "rows": 512, "cols": 512, "spacing_xyz": [0.625, 0.625, 2.0], "slice_thickness": 2.0, "tumor_voxels": 4183, "tumor_slices": 11, "tumor_slice_range": [52, 62], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.629543643526608614025130068629", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.94, "echo_time": 2.38, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": true, "series_reassigned": false, "lesion_contrast": 0.7587}
53
+ {"patient_id": "TCGA-BH-A0W3", "tcga_patient_barcode": "TCGA-BH-A0W3", "image": "volumes/TCGA-BH-A0W3/image.nii.gz", "mask": "volumes/TCGA-BH-A0W3/mask.nii.gz", "split": "train", "num_slices": 94, "rows": 512, "cols": 512, "spacing_xyz": [0.5469, 0.5469, 2.0], "slice_thickness": 2.0, "tumor_voxels": 1914, "tumor_slices": 6, "tumor_slice_range": [49, 54], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.222609446076916582500409312898", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.06, "echo_time": 2.46, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.9367}
54
+ {"patient_id": "TCGA-BH-A0W5", "tcga_patient_barcode": "TCGA-BH-A0W5", "image": "volumes/TCGA-BH-A0W5/image.nii.gz", "mask": "volumes/TCGA-BH-A0W5/mask.nii.gz", "split": "train", "num_slices": 82, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 2521, "tumor_slices": 11, "tumor_slice_range": [36, 46], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.109764743857612054113091954650", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.028, "echo_time": 2.428, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.8561}
55
+ {"patient_id": "TCGA-BH-A18F", "tcga_patient_barcode": "TCGA-BH-A18F", "image": "volumes/TCGA-BH-A18F/image.nii.gz", "mask": "volumes/TCGA-BH-A18F/mask.nii.gz", "split": "train", "num_slices": 88, "rows": 512, "cols": 512, "spacing_xyz": [0.6641, 0.6641, 2.0], "slice_thickness": 2.0, "tumor_voxels": 4326, "tumor_slices": 13, "tumor_slice_range": [18, 30], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.185622311252244199791627547112", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 4.9, "echo_time": 2.352, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 2.7131}
56
+ {"patient_id": "TCGA-BH-A18H", "tcga_patient_barcode": "TCGA-BH-A18H", "image": "volumes/TCGA-BH-A18H/image.nii.gz", "mask": "volumes/TCGA-BH-A18H/mask.nii.gz", "split": "train", "num_slices": 112, "rows": 512, "cols": 512, "spacing_xyz": [0.7813, 0.7813, 2.0], "slice_thickness": 2.0, "tumor_voxels": 581, "tumor_slices": 5, "tumor_slice_range": [57, 61], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.169311700566152061566564010156", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.448, "echo_time": 2.612, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Almost entirely fat", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.1659}
57
+ {"patient_id": "TCGA-BH-A18I", "tcga_patient_barcode": "TCGA-BH-A18I", "image": "volumes/TCGA-BH-A18I/image.nii.gz", "mask": "volumes/TCGA-BH-A18I/mask.nii.gz", "split": "train", "num_slices": 88, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 2176, "tumor_slices": 8, "tumor_slice_range": [53, 60], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.208443359063756410849846678318", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.02, "echo_time": 2.42, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.9098}
58
+ {"patient_id": "TCGA-BH-A201", "tcga_patient_barcode": "TCGA-BH-A201", "image": "volumes/TCGA-BH-A201/image.nii.gz", "mask": "volumes/TCGA-BH-A201/mask.nii.gz", "split": "train", "num_slices": 90, "rows": 512, "cols": 512, "spacing_xyz": [0.5664, 0.5664, 2.0], "slice_thickness": 2.0, "tumor_voxels": 660, "tumor_slices": 5, "tumor_slice_range": [52, 56], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.150253476712884168187612039040", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.72, "echo_time": 2.776, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.9579}
59
+ {"patient_id": "TCGA-BH-A202", "tcga_patient_barcode": "TCGA-BH-A202", "image": "volumes/TCGA-BH-A202/image.nii.gz", "mask": "volumes/TCGA-BH-A202/mask.nii.gz", "split": "train", "num_slices": 106, "rows": 512, "cols": 512, "spacing_xyz": [0.7422, 0.7422, 2.0], "slice_thickness": 2.0, "tumor_voxels": 6295, "tumor_slices": 11, "tumor_slice_range": [42, 52], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.129314225845983472021333409372", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.488, "echo_time": 2.632, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.9865}
60
+ {"patient_id": "TCGA-BH-A28Q", "tcga_patient_barcode": "TCGA-BH-A28Q", "image": "volumes/TCGA-BH-A28Q/image.nii.gz", "mask": "volumes/TCGA-BH-A28Q/mask.nii.gz", "split": "train", "num_slices": 74, "rows": 512, "cols": 512, "spacing_xyz": [0.5859, 0.5859, 2.0], "slice_thickness": 2.0, "tumor_voxels": 10802, "tumor_slices": 15, "tumor_slice_range": [33, 47], "series_description": "Ax Vibrant MULTIPHASE", "series_uid": "1.3.6.1.4.1.14519.5.2.1.6450.4002.158200810431610944951548830739", "n_phases": 5, "phase_index": 1, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 5.052, "echo_time": 2.436, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Extreme FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "University of Pittsburgh", "tss_code": "BH", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.2696}
61
+ {"patient_id": "TCGA-E2-A108", "tcga_patient_barcode": "TCGA-E2-A108", "image": "volumes/TCGA-E2-A108/image.nii.gz", "mask": "volumes/TCGA-E2-A108/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.625, 0.625, 2.2], "slice_thickness": 2.2, "tumor_voxels": 5696, "tumor_slices": 11, "tumor_slice_range": [100, 110], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.213753343564616270903962050467", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.676, "echo_time": 3.712, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Circumscribed", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.1064}
62
+ {"patient_id": "TCGA-E2-A109", "tcga_patient_barcode": "TCGA-E2-A109", "image": "volumes/TCGA-E2-A109/image.nii.gz", "mask": "volumes/TCGA-E2-A109/mask.nii.gz", "split": "train", "num_slices": 132, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 2.5], "slice_thickness": 2.5, "tumor_voxels": 1646, "tumor_slices": 7, "tumor_slice_range": [107, 113], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.211371481009550204534568477078", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.408, "echo_time": 3.56, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Minimal", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.2264}
63
+ {"patient_id": "TCGA-E2-A10F", "tcga_patient_barcode": "TCGA-E2-A10F", "image": "volumes/TCGA-E2-A10F/image.nii.gz", "mask": "volumes/TCGA-E2-A10F/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.859375, 0.859375, 3.0], "slice_thickness": 3.0, "tumor_voxels": 1599, "tumor_slices": 8, "tumor_slice_range": [26, 33], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.329583450366747056954275709247", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.296, "echo_time": 3.496, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.4863}
64
+ {"patient_id": "TCGA-E2-A14P", "tcga_patient_barcode": "TCGA-E2-A14P", "image": "volumes/TCGA-E2-A14P/image.nii.gz", "mask": "volumes/TCGA-E2-A14P/mask.nii.gz", "split": "train", "num_slices": 136, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 7136, "tumor_slices": 13, "tumor_slice_range": [102, 114], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.141934183430607685887786683179", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.416, "echo_time": 3.564, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.325}
65
+ {"patient_id": "TCGA-E2-A14S", "tcga_patient_barcode": "TCGA-E2-A14S", "image": "volumes/TCGA-E2-A14S/image.nii.gz", "mask": "volumes/TCGA-E2-A14S/mask.nii.gz", "split": "train", "num_slices": 152, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 597, "tumor_slices": 5, "tumor_slice_range": [27, 31], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.707818871028599491282399037407", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.416, "echo_time": 3.564, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.8139}
66
+ {"patient_id": "TCGA-E2-A14T", "tcga_patient_barcode": "TCGA-E2-A14T", "image": "volumes/TCGA-E2-A14T/image.nii.gz", "mask": "volumes/TCGA-E2-A14T/mask.nii.gz", "split": "train", "num_slices": 172, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 348, "tumor_slices": 4, "tumor_slice_range": [41, 44], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.847835719214680814249228966499", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.416, "echo_time": 3.564, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.8689}
67
+ {"patient_id": "TCGA-E2-A14V", "tcga_patient_barcode": "TCGA-E2-A14V", "image": "volumes/TCGA-E2-A14V/image.nii.gz", "mask": "volumes/TCGA-E2-A14V/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.859375, 0.859375, 3.0], "slice_thickness": 3.0, "tumor_voxels": 2355, "tumor_slices": 8, "tumor_slice_range": [42, 49], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.468437529509153512197595075132", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.308, "echo_time": 3.504, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.896}
68
+ {"patient_id": "TCGA-E2-A14Y", "tcga_patient_barcode": "TCGA-E2-A14Y", "image": "volumes/TCGA-E2-A14Y/image.nii.gz", "mask": "volumes/TCGA-E2-A14Y/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.625, 0.625, 2.2], "slice_thickness": 2.2, "tumor_voxels": 4781, "tumor_slices": 10, "tumor_slice_range": [90, 99], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.226159821791098800493846073377", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.676, "echo_time": 3.712, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.3367}
69
+ {"patient_id": "TCGA-E2-A150", "tcga_patient_barcode": "TCGA-E2-A150", "image": "volumes/TCGA-E2-A150/image.nii.gz", "mask": "volumes/TCGA-E2-A150/mask.nii.gz", "split": "train", "num_slices": 136, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 3299, "tumor_slices": 9, "tumor_slice_range": [19, 27], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.257293566655762224046158878610", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.412, "echo_time": 3.564, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Almost entirely fat", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": true, "series_reassigned": false, "lesion_contrast": 1.2937}
70
+ {"patient_id": "TCGA-E2-A159", "tcga_patient_barcode": "TCGA-E2-A159", "image": "volumes/TCGA-E2-A159/image.nii.gz", "mask": "volumes/TCGA-E2-A159/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 2277, "tumor_slices": 6, "tumor_slice_range": [22, 27], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.152815958551537002073112281641", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.532, "echo_time": 3.628, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Marked", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": true, "series_reassigned": false, "lesion_contrast": 0.863}
71
+ {"patient_id": "TCGA-E2-A15A", "tcga_patient_barcode": "TCGA-E2-A15A", "image": "volumes/TCGA-E2-A15A/image.nii.gz", "mask": "volumes/TCGA-E2-A15A/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 9709, "tumor_slices": 12, "tumor_slice_range": [35, 46], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.259047203593227798632686176172", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.532, "echo_time": 3.628, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Marked", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.9552}
72
+ {"patient_id": "TCGA-E2-A15E", "tcga_patient_barcode": "TCGA-E2-A15E", "image": "volumes/TCGA-E2-A15E/image.nii.gz", "mask": "volumes/TCGA-E2-A15E/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.625, 0.625, 2.2], "slice_thickness": 2.2, "tumor_voxels": 2428, "tumor_slices": 9, "tumor_slice_range": [35, 43], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.627076879124499706200766408237", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.676, "echo_time": 3.712, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.0177}
73
+ {"patient_id": "TCGA-E2-A15F", "tcga_patient_barcode": "TCGA-E2-A15F", "image": "volumes/TCGA-E2-A15F/image.nii.gz", "mask": "volumes/TCGA-E2-A15F/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 1055, "tumor_slices": 6, "tumor_slice_range": [31, 36], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.596929923327034482550243153503", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.532, "echo_time": 3.628, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.7657}
74
+ {"patient_id": "TCGA-E2-A15H", "tcga_patient_barcode": "TCGA-E2-A15H", "image": "volumes/TCGA-E2-A15H/image.nii.gz", "mask": "volumes/TCGA-E2-A15H/mask.nii.gz", "split": "train", "num_slices": 108, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 941, "tumor_slices": 6, "tumor_slice_range": [94, 99], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.774955466363510260432667080255", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.532, "echo_time": 3.628, "breast_side": "Right", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.4922}
75
+ {"patient_id": "TCGA-E2-A15I", "tcga_patient_barcode": "TCGA-E2-A15I", "image": "volumes/TCGA-E2-A15I/image.nii.gz", "mask": "volumes/TCGA-E2-A15I/mask.nii.gz", "split": "train", "num_slices": 116, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 3884, "tumor_slices": 8, "tumor_slice_range": [23, 30], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.569225207043920698601293412440", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.532, "echo_time": 3.628, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.7538}
76
+ {"patient_id": "TCGA-E2-A15J", "tcga_patient_barcode": "TCGA-E2-A15J", "image": "volumes/TCGA-E2-A15J/image.nii.gz", "mask": "volumes/TCGA-E2-A15J/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 2005, "tumor_slices": 8, "tumor_slice_range": [35, 42], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.358323969288055458490989983725", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.424, "echo_time": 3.568, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Circumscribed", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Heterogeneous FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.7535}
77
+ {"patient_id": "TCGA-E2-A15K", "tcga_patient_barcode": "TCGA-E2-A15K", "image": "volumes/TCGA-E2-A15K/image.nii.gz", "mask": "volumes/TCGA-E2-A15K/mask.nii.gz", "split": "train", "num_slices": 164, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 4991, "tumor_slices": 11, "tumor_slice_range": [143, 153], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.319375838256445752847171068379", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.42, "echo_time": 3.568, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Almost entirely fat", "birads_background_enhancement": "Minimal", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.6754}
78
+ {"patient_id": "TCGA-E2-A15L", "tcga_patient_barcode": "TCGA-E2-A15L", "image": "volumes/TCGA-E2-A15L/image.nii.gz", "mask": "volumes/TCGA-E2-A15L/mask.nii.gz", "split": "train", "num_slices": 160, "rows": 256, "cols": 256, "spacing_xyz": [0.78125, 0.78125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 2980, "tumor_slices": 8, "tumor_slice_range": [107, 114], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.306238705581481084745887259293", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.42, "echo_time": 3.568, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.8671}
79
+ {"patient_id": "TCGA-E2-A15M", "tcga_patient_barcode": "TCGA-E2-A15M", "image": "volumes/TCGA-E2-A15M/image.nii.gz", "mask": "volumes/TCGA-E2-A15M/mask.nii.gz", "split": "train", "num_slices": 148, "rows": 256, "cols": 256, "spacing_xyz": [0.859375, 0.859375, 2.2], "slice_thickness": 2.2, "tumor_voxels": 3734, "tumor_slices": 7, "tumor_slice_range": [116, 122], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.777110145757708635694413772166", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.324, "echo_time": 3.512, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Almost entirely fat", "birads_background_enhancement": "Moderate", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.021}
80
+ {"patient_id": "TCGA-E2-A1B1", "tcga_patient_barcode": "TCGA-E2-A1B1", "image": "volumes/TCGA-E2-A1B1/image.nii.gz", "mask": "volumes/TCGA-E2-A1B1/mask.nii.gz", "split": "train", "num_slices": 120, "rows": 256, "cols": 256, "spacing_xyz": [0.859375, 0.859375, 3.0], "slice_thickness": 3.0, "tumor_voxels": 1429, "tumor_slices": 6, "tumor_slice_range": [17, 22], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.279230383269853909758028067166", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.296, "echo_time": 3.496, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Almost entirely fat", "birads_background_enhancement": "Minimal", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.3316}
81
+ {"patient_id": "TCGA-E2-A1B5", "tcga_patient_barcode": "TCGA-E2-A1B5", "image": "volumes/TCGA-E2-A1B5/image.nii.gz", "mask": "volumes/TCGA-E2-A1B5/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 2.6], "slice_thickness": 2.6, "tumor_voxels": 1104, "tumor_slices": 6, "tumor_slice_range": [29, 34], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.506727937477433880393522914314", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.52, "echo_time": 3.624, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Almost entirely fat", "birads_background_enhancement": "Minimal", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.8826}
82
+ {"patient_id": "TCGA-E2-A1B6", "tcga_patient_barcode": "TCGA-E2-A1B6", "image": "volumes/TCGA-E2-A1B6/image.nii.gz", "mask": "volumes/TCGA-E2-A1B6/mask.nii.gz", "split": "train", "num_slices": 116, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 4899, "tumor_slices": 10, "tumor_slice_range": [19, 28], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.894719352146358867940999038762", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.536, "echo_time": 3.628, "breast_side": "Left", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": true, "series_reassigned": false, "lesion_contrast": 0.9594}
83
+ {"patient_id": "TCGA-E2-A1IE", "tcga_patient_barcode": "TCGA-E2-A1IE", "image": "volumes/TCGA-E2-A1IE/image.nii.gz", "mask": "volumes/TCGA-E2-A1IE/mask.nii.gz", "split": "train", "num_slices": 132, "rows": 256, "cols": 256, "spacing_xyz": [0.9375, 0.9375, 2.2], "slice_thickness": 2.2, "tumor_voxels": 1136, "tumor_slices": 7, "tumor_slice_range": [105, 111], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.226847076200044206048101871642", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.248, "echo_time": 3.472, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.7805}
84
+ {"patient_id": "TCGA-E2-A1IG", "tcga_patient_barcode": "TCGA-E2-A1IG", "image": "volumes/TCGA-E2-A1IG/image.nii.gz", "mask": "volumes/TCGA-E2-A1IG/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 1658, "tumor_slices": 7, "tumor_slice_range": [96, 102], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.109074871447505883547675996823", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.532, "echo_time": 3.628, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Homogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Moderate", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.0493}
85
+ {"patient_id": "TCGA-E2-A1II", "tcga_patient_barcode": "TCGA-E2-A1II", "image": "volumes/TCGA-E2-A1II/image.nii.gz", "mask": "volumes/TCGA-E2-A1II/mask.nii.gz", "split": "train", "num_slices": 156, "rows": 256, "cols": 256, "spacing_xyz": [0.859375, 0.859375, 2.2], "slice_thickness": 2.2, "tumor_voxels": 1405, "tumor_slices": 8, "tumor_slice_range": [34, 41], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.199826087400034436131038778582", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.324, "echo_time": 3.512, "breast_side": "Left", "birads_shape": "Round-Oval", "birads_margin": "Not Circumscribed - irregular", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 1.2317}
86
+ {"patient_id": "TCGA-E2-A1IJ", "tcga_patient_barcode": "TCGA-E2-A1IJ", "image": "volumes/TCGA-E2-A1IJ/image.nii.gz", "mask": "volumes/TCGA-E2-A1IJ/mask.nii.gz", "split": "train", "num_slices": 128, "rows": 256, "cols": 256, "spacing_xyz": [0.703125, 0.703125, 2.2], "slice_thickness": 2.2, "tumor_voxels": 1236, "tumor_slices": 7, "tumor_slice_range": [97, 103], "series_description": "SAG 3D (POST-CONTRAST)", "series_uid": "1.3.6.1.4.1.14519.5.2.1.3023.4002.120956457497922540628244811555", "n_phases": 3, "phase_index": 0, "manufacturer": "GE MEDICAL SYSTEMS", "field_strength": 1.5, "repetition_time": 7.532, "echo_time": 3.628, "breast_side": "Right", "birads_shape": "Irregular", "birads_margin": "Not Circumscribed - spiculated", "birads_internal_enhancement": "Heterogeneous", "birads_fibroglandular": "Scattered FGT", "birads_background_enhancement": "Mild", "tissue_source_site": "Roswell Park", "tss_code": "E2", "in_bcss": false, "series_reassigned": false, "lesion_contrast": 0.7469}
87
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