diff --git a/.gitattributes b/.gitattributes index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..326381c4b06c0ededfda1413bbf6b26d9b28c96f 100644 --- a/.gitattributes +++ b/.gitattributes @@ -58,3 +58,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text # Video files - compressed *.mp4 filter=lfs diff=lfs merge=lfs -text *.webm filter=lfs diff=lfs merge=lfs -text +radiomic_features/4_Radiomic_Features/CWRU/Combined.xlsx filter=lfs diff=lfs merge=lfs -text +radiomic_features/4_Radiomic_Features/UPenn/Combined.xlsx filter=lfs diff=lfs merge=lfs -text +radiomic_features/6_Correlations/spearman_stableFeatures.xlsx filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..c5482d4cc0eee1a3e8832805194729c9fd67cba8 --- /dev/null +++ b/README.md @@ -0,0 +1,101 @@ +--- +license: cc-by-3.0 +task_categories: +- image-segmentation +tags: +- medical +- mri +- brain +- glioblastoma +- tumor-segmentation +- neuro-oncology +- radiomics +- BraTS +--- + +# IvyGAP-Radiomics (SRI-atlas subset) + +Multi-parametric brain-MRI **glioblastoma (GBM)** segmentation dataset: 4 co-registered, +skull-stripped MRI sequences per subject with **expert tumor sub-compartment masks** from +**two independent institutions**, plus precomputed radiomic features. From the TCIA +*Analysis Result* collection **IvyGAP-Radiomics** (Pati et al., 2020). + +## ⚠️ Scope — this is a preprocessed subset of the full Ivy GAP project +"IvyGAP-Radiomics" is **not** the complete Ivy Glioblastoma Atlas Project (Ivy GAP). It is a +derived analysis result containing only the **pre-operative** scans, **skull-stripped** and +**co-registered to the SRI24 atlas**, converted to NIfTI, with expert tumor masks and radiomic +features added. It does **not** include the original DICOM imaging (~140 GB), histology (ISH), +or gene-expression / genomic data of the parent Ivy GAP collection. Only the **SRI-atlas** +package is mirrored here (the alternate **MNI-atlas / CWRU-only** package is not included). + +## 🔴 Cross-dataset overlap with BraTS (evaluation-integrity hazard) +Pre-operative IvyGAP data is **included in the BraTS challenge training set** (together with +TCGA-GBM, TCGA-LGG, CPTAC-GBM), and these masks were produced with the **BraTS preprocessing +pipeline** (SRI24 atlas, skull-strip) and follow the **BraTS labeling convention**. **Do not** +benchmark these subjects against any BraTS-trained model, or alongside `Angelou0516/brats2023-*`, +without treating the results as non-held-out — there is likely train/test leakage. Subjects are +identified by Ivy GAP IDs (`W1`…`W55`); there is **no published BraTS-ID cross-reference column**, +so any mapping to BraTS subjects must be done externally via the Ivy GAP → BraTS name tables. + +## Two expert raters — no single gold standard (by design) +The dataset's purpose is **inter-rater reproducibility**. Each tumor was segmented independently +by board-certified neuroradiologists at **two institutions**: +- **UPenn** (Hospital of the University of Pennsylvania) — **34 subjects** +- **CWRU** (Case Western Reserve University) — **31 subjects** + +**31 subjects are paired** (annotated by both). The paper anoints **neither** rater as "the" +ground truth — both are equally-valid expert annotations. Both mask sets are provided here. +For a single-GT workflow, the recommended default is **UPenn** (broader coverage: 34 vs 31). +Subjects without a CWRU mask: **W6, W30, W54**. + +## Labels (BraTS convention) +| value | sub-compartment | +|------:|-----------------| +| 0 | background | +| 1 | NCR/NET — necrotic & non-enhancing tumor core | +| 2 | ED — peritumoral edema / invaded tissue | +| 4 | ET — enhancing tumor | + +Composite regions: **TC** (tumor core) = {1,4}; **WT** (whole tumor) = {1,2,4}; **ET** = {4}. +Mask dtypes as released: UPenn `uint16`, CWRU `float32` — both encode the integer labels above +(content is preserved byte-for-byte; cast to integer when loading). + +## Geometry +All volumes are **240 × 240 × 155 @ 1.0 mm isotropic** in **SRI24** space, skull-stripped, +LPS orientation. One pre-operative study per subject. + +## Structure +``` +data/ + W{n}/ + W{n}_t1.nii.gz # native T1 + W{n}_t1c.nii.gz # post-contrast T1 (T1-Gd; original token "t1gd") + W{n}_t2.nii.gz # T2 + W{n}_flair.nii.gz # T2-FLAIR + W{n}_seg-UPenn.nii.gz # UPenn expert mask (all 34 subjects) + W{n}_seg-CWRU.nii.gz # CWRU expert mask (31 subjects) +atlas/spgr_unstrip_lps.nii.gz # SRI24 reference template +radiomic_features/ # CaPTk/IBSI features per rater, feature parameters, reproducibility correlations +ivygap_metadata.csv # per-subject clinical & molecular metadata (see below) +subject_study_dates.csv # subject -> original study date + which rater masks exist +``` + +## `ivygap_metadata.csv` +Per-subject metadata keyed by `Patient` (W-ID). Columns include `Included_Upenn`, +`Included_CWRU`, `4_Modalities` (inclusion flags), `Age`, `gender`, `Histopathology`, +`location`, `EoR` (extent of resection), `Surgery`, `survival_days`, `Molecular_subtype`, +`IDH1`, `1p19q_deletion`, `MGMT`/`MGMT PCR`, `EGFR`/`EGFR vIII`, `PTEN`, `KPS(initial)`, +time-to-progression / last-follow-up, and cause of death. (The CSV also lists a few subjects +that lack 4-modality imaging and are therefore **not** present under `data/`.) + +## Provenance, license & citation +- **Provenance:** Official TCIA Analysis Result (author-provided), DOI **10.7937/9j41-7d44**. + SRI-atlas package downloaded via TCIA IBM-Aspera faspex5. +- **License:** **CC BY 3.0** (TCIA Analysis Results) + the TCIA Data Usage Policy. +- **Data citation:** Pati, S., Verma, R., Akbari, H., Bilello, M., Hill, V.B., Sako, C., Correa, R., + Beig, N., Venet, L., Thakur, S., Serai, P., Ha, S.M., Blake, G.D., Shinohara, R.T., Tiwari, P., + Bakas, S. (2020). *Data from the Multi-Institutional Paired Expert Segmentations and Radiomic + Features of the Ivy GAP Dataset.* The Cancer Imaging Archive. DOI 10.7937/9j41-7d44. +- **Publication:** Pati S, et al. *Reproducibility analysis of multi-institutional paired expert + annotations and radiomic features of the Ivy GAP dataset.* Medical Physics 2020;47(12):6039–6052. + DOI 10.1002/mp.14556. diff --git a/atlas/spgr_unstrip_lps.nii.gz b/atlas/spgr_unstrip_lps.nii.gz new file mode 100644 index 0000000000000000000000000000000000000000..b5a7214775c165a128dd0003b9853db0842c3e1c --- /dev/null +++ b/atlas/spgr_unstrip_lps.nii.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08bbeac0d1a21c66826516a3a195874d2c70d649f8e4ef25133d446558113a1a +size 11224430 diff --git a/data/W1/W1_flair.nii.gz b/data/W1/W1_flair.nii.gz new file mode 100644 index 0000000000000000000000000000000000000000..d2d73345211a01ccbb3abe5fa1c300495e1c9f15 --- /dev/null +++ b/data/W1/W1_flair.nii.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:517171f5bad02fcbeaf390e236e9b6100d6c0030507565c0f78fbfbe0f571f36 +size 2780171 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0000000000000000000000000000000000000000..d3fe4c3e2acebdf9a48f6bfdc2e8e170c2de89c3 --- /dev/null +++ b/data/W9/W9_t2.nii.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61a2305d0cc38a9a7f02790503b92e8be4a73f01c10bac78b3f001fa940ef470 +size 3848917 diff --git a/ivygap_metadata.csv b/ivygap_metadata.csv new file mode 100644 index 0000000000000000000000000000000000000000..1f7056d82df8080c47ae525f40bf744bdec81552 --- /dev/null +++ b/ivygap_metadata.csv @@ -0,0 +1,42 @@ +Patient,Included_Upenn,Included_CWRU,Age,gender,Histopathology,location,EoR,Surgery,survival_days,Molecular_subtype,IDH1,1p19q_deletion,MGMT PCR,MGMT,EGFR vIII,EGFR,PTEN,KPS(initial),Time To Progression (in days),Time To Last Follow-up (in days),Cause Of Death,4_Modalities +W1,Yes,Yes,66,Male,GBM; Gr.IV; GBM; Gr.IV,Right Frontal,Complete,primary,105,Classical,wildtype,Negative,unmethylated,40%,not detected,amplification,deletion,100,95,NA,Deceased due to tumor progression,Yes +W10,Yes,Yes,44,Female,GBM; Gr.IV,Left Parietal,Complete,primary,,Proneural,R132H,Positive,methylated,negative,not detected,gain,gain,100,NA,1801,NA,Yes +W11,Yes,Yes,57,Male,GBM; Gr.IV,Right Parietal,Complete,primary,1076,Classical; Mesenchymal,wildtype,Negative,methylated,50%,not detected,gain,loss,100,159,NA,Deceased due to tumor progression,Yes +W12,Yes,Yes,61,Female,GBM; with small cell features; Gr.IV,Right Temporal,Sub-total,primary,80,Classical,wildtype,Negative,unmethylated,20%,not detected,amplification,loss,70,NA,NA,Deceased due to tumor progression,Yes +W13,Yes,Yes,59,Female,GBM,Right Parietal,Complete,primary,250,Mesenchymal,wildtype,Negative,unmethylated,50%,detected,amplification,loss,90,235,NA,Deceased due to tumor progression,Yes +W18,Yes,Yes,36,Female,GBM; giant cell type; Gr.IV,Right Parietal,Sub-total,primary,903,,wildtype,Negative,methylated,25%,not detected,gain,gain,90,489,NA,Deceased due to tumor progression,Yes +W19,Yes,Yes,67,Female,GBM; Gr.IV,Left Temporal,Complete,primary,615,Proneural,wildtype,Negative,unmethylated,30%,not detected,gain,negative,80,NA,NA,Deceased due to tumor progression,Yes +W2,Yes,Yes,64,Female,GBM; Gr.IV,Right Frontal,Complete,primary,1096,Classical; Neural,wildtype,Positive,methylated,negative,not detected,amplification,loss,90,908,NA,Deceased due to tumor progression,Yes +W20,Yes,Yes,43,Male,recurrent GBM,Right Parietal; Right Temporal,Complete,recurrent,363,Mesenchymal,wildtype,Negative,unmethylated,80%,not detected,gain,gain,90,103,NA,Deceased due to tumor progression,Yes +W22,Yes,Yes,52,Female,Edematous glioma; Anaplastic astro.; Gr.III / IV,Left Temporal,Complete,primary; recurrent,,Classical; Neural; Neural,wildtype,Negative,methylated,20%,detected,amplification,loss,90,753,1634,NA,Yes +W29,Yes,Yes,73,Male,GBM,Right Parietal,Complete,primary,260,Classical; Neural,wildtype,Negative,unmethylated,10%-15%,detected,amplification,deletion,100,246,NA,Deceased due to tumor progression,Yes +W30,Yes,No,59,Male,GBM; Gr.IV,Left Parietal,Sub-total,primary,759,,wildtype,Negative,methylated ,15%,not detected,amplification,deletion,70,NA,NA,Deceased due to tumor progression,Yes +W32,Yes,Yes,56,Male,GBM; Gr.IV,Right Frontal,Complete,primary,,Proneural,wildtype,Negative,methylated,negative,not detected,gain,gain,90,NA,1484,NA,Yes +W33,Yes,Yes,60,Male,GBM; Gr.IV,Right Parietal,Complete,primary,,Classical,wildtype,Negative,methylated,25%,not detected,amplification,loss,80,NA,1434,NA,Yes +W34,Yes,Yes,73,Male,GBM; Gr.IV,Left Temporal,Complete,primary,351,Classical; Mesenchymal,wildtype,Negative,unmethylated,50%,not detected,gain,deletion,90,170,NA,Deceased due to tumor progression,Yes +W35,Yes,Yes,36,Female,Anaplastic astrocytoma Gr.III/IV ,Right Parietal,Complete,primary,,,R132H,Negative,methylated,0%,not detected,gain,gain,100,NA,1420,NA,Yes +W36,Yes,Yes,61,Male,GBM; Gr.IV,Left Parietal,Sub-total,primary,544,Mesenchymal,wildtype,Negative,unmethylated,70%,not detected,gain,gain,80,241,NA,Deceased due to tumor progression,Yes +W38,Yes,Yes,64,Female,GBM; Gr.IV/IV,Right Temporal,Sub-total,primary,311,Proneural,wildtype,Negative,methylated,negative,not detected,gain,Normal,70,236,NA,Deceased due to tumor progression,Yes +W26,Yes,Yes,57,Female,GBM,Right Parietal; Right Temporal,Complete,primary (non-baseline),1293,Neural,wildtype,NA,NA,NA,NA,NA,NA,100,1005,NA,Deceased due to tumor progression,Yes +W39,Yes,Yes,67,Female,GBM,Right Frontal,Sub-total,primary,880,Classical,wildtype,Negative,methylated,25%,NA,amplification,loss,60,97,NA,Deceased due to tumor progression,Yes +W4,Yes,Yes,50,Female,GBM Gr.IV; GBM Gr.IV ,Right Frontal,Complete,primary,540,Mesenchymal; Neural,wildtype,Normal,unmethylated,80%,not detected,gain,deletion,90,102,NA,Deceased due to tumor progression,Yes +W40,Yes,Yes,64,Male,GBM,Left Parietal,Complete,primary,184,Neural,wildtype,Negative,unmethylated,40%,not detected,gain,loss,100,NA,NA,Deceased due to tumor progression,Yes +W42,Yes,Yes,59,Female,GBM,Right Frontal; Right Temporal,Complete,primary,197,Neural; Proneural,wildtype,NA,NA,NA,detected,NA,NA,70,NA,NA,Deceased due to tumor progression,Yes +W43,Yes,Yes,61,Female,GBM,Right Temporal,Complete,primary,300,Mesenchymal; Neural,wildtype,NA,NA,NA,NA,NA,NA,90,133,NA,Deceased due to tumor progression,Yes +W48,Yes,Yes,51,Male,GBM; GBM,Right Parietal,Complete,primary,456,Neural,R132G,NA,NA,NA,not detected,NA,NA,80,92,NA,Deceased due to tumor progression,Yes +W5,Yes,Yes,64,Female,GBM; Gr.IV,Right Frontal,Complete,primary,,Classical; Neural,wildtype,Normal,unmethylated,20%,not detected,amplification,loss,90,115,1029,NA,Yes +W50,Yes,Yes,26,Male,GBM Gr.IV; Anaplastic astro. Gr.III,Left Parietal,Complete,primary,,,wildtype,NA,NA,NA,not detected,NA,NA,90,93,951,NA,Yes +W53,Yes,Yes,54,Male,GBM Gr.IV ,Left Temporal,Complete,primary,,Classical,wildtype,NA,NA,NA,not detected,NA,NA,90,312,708,NA,Yes +W54,Yes,No,57,Male,GBM Gr.IV ,Left Temporal,Complete,primary,62,Proneural,wildtype,NA,unmethylated,NA,not detected,NA,NA,70,NA,NA,Deceased due to tumor progression,Yes +W55,Yes,Yes,52,Male,GBM Gr.IV ,Right Temporal,Complete,primary,,Classical,wildtype,NA,NA,NA,detected-ACT+,NA,NA,100,NA,23,NA,Yes +W6,Yes,No,72,Female,GBM Gr.IV ,Left Occipital,Complete,primary,633,Mesenchymal,wildtype,Normal,unmethylated,90%,not detected,gain,Normal,90,107,NA,Deceased due to tumor progression,Yes +W7,Yes,Yes,60,Male,GBM Gr.IV ,Right Temporal,Sub-total,primary,437,Mesenchymal,wildtype,Normal,methylated,negative,not detected,gain,loss,100,366,NA,Deceased due to tumor progression,Yes +W8,Yes,Yes,49,Female,GBM; Gr.IV,Left Parietal,Complete,primary,442,Classical; Mesenchymal,wildtype,Normal,unmethylated,30%,not detected,gain,loss,70,29,NA,Deceased due to tumor progression,Yes +W9,Yes,Yes,50,Male,GBM,Right Frontal,Complete,primary,145,Proneural,wildtype,Normal,unmethylated,30%,not detected,gain,loss,90,109,NA,Deceased due to tumor progression,Yes +W16,No,Yes,76,,GBM; with small cell features; Gr.IV,,Complete,primary,353,Neural; Proneural,,,,,,,,100,,,,No +W21,No,Yes,54,,GBM,,Complete,primary,446,Proneural,,,,,,,,80,,,,No +W27,No,No,64,,GBM Gr.IV ,,Complete,recurrent,72,Classical,,,,,,,,90,,,,No +W28,No,No,68,,GBM Gr.IV ,,Sub-total,primary,300,Mesenchymal; Neural,,,,,,,,100,,,,No +W3,No,No,65,,GBM; Gr.IV; recurrent/residual GBM; Gr.IV,,Complete,primary,982,Classical; Mesenchymal,,,,,,,,100,,,,No +W45,No,Yes,63,,GBM,,Complete,primary,542,,,,,,,,,80,,,,No +W31,No,No,17,,GBM; Gr.IV,,Complete,primary,871,Proneural,,,,,,,,90,,,,Yes diff --git a/radiomic_features/4_Radiomic_Features/CWRU/Combined.xlsx b/radiomic_features/4_Radiomic_Features/CWRU/Combined.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..ab5af9eb77e54809c3d85ebb1b60a606f9c6ed4b --- /dev/null +++ b/radiomic_features/4_Radiomic_Features/CWRU/Combined.xlsx @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:447b7a6d521ce0e87268e3e61cdab09952f9c55222ae75a9fc9129de948a29b3 +size 8476902 diff --git a/radiomic_features/4_Radiomic_Features/UPenn/Combined.xlsx b/radiomic_features/4_Radiomic_Features/UPenn/Combined.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..05d407491c4d7b09348d84e50f68e9e4d271c2a0 --- /dev/null +++ b/radiomic_features/4_Radiomic_Features/UPenn/Combined.xlsx @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:223726462b61cb619c8c989b3c91f291fd7287919689ea4f036b82a10bc61032 +size 8534162 diff --git a/radiomic_features/5_FeatureParameters/CaPTk/VERSION.txt b/radiomic_features/5_FeatureParameters/CaPTk/VERSION.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5b23eac68a10444aabd22ce114da6c4502841db --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/VERSION.txt @@ -0,0 +1,3 @@ +Repo: https://github.com/CBICA/CaPTk + +Hash: https://github.com/CBICA/CaPTk/commit/2331c9cb9e667c7171cae907e6c517510434a18b \ No newline at end of file diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b128_r1.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b128_r1.csv new file mode 100644 index 0000000000000000000000000000000000000000..962d615a8fd5febad90271f62b029076f25747d8 --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b128_r1.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,128 +Intensity,Radius,Int,,1 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,128 +Morphologic,Radius,Int,,1 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,128 +Volumetric,Radius,Int,,1 +Histogram,Bins,Int,,128 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,1 +GLCM,Bins,Int,,128 +GLCM,Radius,Int,(1:9),1 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,128 +GLRLM,Radius,Int,(1:9),1 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,128 +GLSZM,Radius,Int,(1:9),1 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,128 +NGTDM,Radius,Int,(1:9),1 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),1 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b128_r2.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b128_r2.csv new file mode 100644 index 0000000000000000000000000000000000000000..afe52de21cd7cb6d27b34eaa0f0e447e004d853a --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b128_r2.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,128 +Intensity,Radius,Int,,2 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,128 +Morphologic,Radius,Int,,2 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,128 +Volumetric,Radius,Int,,2 +Histogram,Bins,Int,,128 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,2 +GLCM,Bins,Int,,128 +GLCM,Radius,Int,(1:9),2 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,128 +GLRLM,Radius,Int,(1:9),2 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,128 +GLSZM,Radius,Int,(1:9),2 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,128 +NGTDM,Radius,Int,(1:9),2 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),2 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b128_r3.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b128_r3.csv new file mode 100644 index 0000000000000000000000000000000000000000..b1ef07edfb89c033a95e8bf099c8f0914210ad64 --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b128_r3.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,128 +Intensity,Radius,Int,,3 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,128 +Morphologic,Radius,Int,,3 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,128 +Volumetric,Radius,Int,,3 +Histogram,Bins,Int,,128 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,3 +GLCM,Bins,Int,,128 +GLCM,Radius,Int,(1:9),3 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,128 +GLRLM,Radius,Int,(1:9),3 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,128 +GLSZM,Radius,Int,(1:9),3 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,128 +NGTDM,Radius,Int,(1:9),3 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),3 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b16_r1.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b16_r1.csv new file mode 100644 index 0000000000000000000000000000000000000000..a4a81fbc9db1062f7893d2894f264444983b9317 --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b16_r1.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,16 +Intensity,Radius,Int,,1 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,16 +Morphologic,Radius,Int,,1 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,16 +Volumetric,Radius,Int,,1 +Histogram,Bins,Int,,16 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,1 +GLCM,Bins,Int,,16 +GLCM,Radius,Int,(1:9),1 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,16 +GLRLM,Radius,Int,(1:9),1 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,16 +GLSZM,Radius,Int,(1:9),1 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,16 +NGTDM,Radius,Int,(1:9),1 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),1 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b16_r2.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b16_r2.csv new file mode 100644 index 0000000000000000000000000000000000000000..6bafc4987a3e70f5e566a81ee2e6e92a4c9118ec --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b16_r2.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,16 +Intensity,Radius,Int,,2 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,16 +Morphologic,Radius,Int,,2 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,16 +Volumetric,Radius,Int,,2 +Histogram,Bins,Int,,16 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,2 +GLCM,Bins,Int,,16 +GLCM,Radius,Int,(1:9),2 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,16 +GLRLM,Radius,Int,(1:9),2 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,16 +GLSZM,Radius,Int,(1:9),2 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,16 +NGTDM,Radius,Int,(1:9),2 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),2 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b16_r3.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b16_r3.csv new file mode 100644 index 0000000000000000000000000000000000000000..8c0fd70e51c822d00d583557334a40d85bb0d26c --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b16_r3.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,16 +Intensity,Radius,Int,,3 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,16 +Morphologic,Radius,Int,,3 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,16 +Volumetric,Radius,Int,,3 +Histogram,Bins,Int,,16 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,3 +GLCM,Bins,Int,,16 +GLCM,Radius,Int,(1:9),3 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,16 +GLRLM,Radius,Int,(1:9),3 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,16 +GLSZM,Radius,Int,(1:9),3 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,16 +NGTDM,Radius,Int,(1:9),3 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),3 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b32_r1.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b32_r1.csv new file mode 100644 index 0000000000000000000000000000000000000000..cd97e3882390cbace61eae172b62a8320fcda8c2 --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b32_r1.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,32 +Intensity,Radius,Int,,1 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,32 +Morphologic,Radius,Int,,1 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,32 +Volumetric,Radius,Int,,1 +Histogram,Bins,Int,,32 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,1 +GLCM,Bins,Int,,32 +GLCM,Radius,Int,(1:9),1 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,32 +GLRLM,Radius,Int,(1:9),1 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,32 +GLSZM,Radius,Int,(1:9),1 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,32 +NGTDM,Radius,Int,(1:9),1 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),1 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b32_r2.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b32_r2.csv new file mode 100644 index 0000000000000000000000000000000000000000..9617e599cc86947811ec8197aab0d069b44cb88b --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b32_r2.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,32 +Intensity,Radius,Int,,2 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,32 +Morphologic,Radius,Int,,2 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,32 +Volumetric,Radius,Int,,2 +Histogram,Bins,Int,,32 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,2 +GLCM,Bins,Int,,32 +GLCM,Radius,Int,(1:9),2 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,32 +GLRLM,Radius,Int,(1:9),2 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,32 +GLSZM,Radius,Int,(1:9),2 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,32 +NGTDM,Radius,Int,(1:9),2 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),2 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b32_r3.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b32_r3.csv new file mode 100644 index 0000000000000000000000000000000000000000..4065124add664112af1d4b6d598ed96e6e2ff53a --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b32_r3.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,32 +Intensity,Radius,Int,,3 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,32 +Morphologic,Radius,Int,,3 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,32 +Volumetric,Radius,Int,,3 +Histogram,Bins,Int,,32 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,3 +GLCM,Bins,Int,,32 +GLCM,Radius,Int,(1:9),3 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,32 +GLRLM,Radius,Int,(1:9),3 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,32 +GLSZM,Radius,Int,(1:9),3 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,32 +NGTDM,Radius,Int,(1:9),3 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),3 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b64_r1.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b64_r1.csv new file mode 100644 index 0000000000000000000000000000000000000000..b4aa6394aa01687d0e620adeb06c3fa1c16c0d5b --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b64_r1.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,64 +Intensity,Radius,Int,,1 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,64 +Morphologic,Radius,Int,,1 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,64 +Volumetric,Radius,Int,,1 +Histogram,Bins,Int,,64 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,1 +GLCM,Bins,Int,,64 +GLCM,Radius,Int,(1:9),1 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,64 +GLRLM,Radius,Int,(1:9),1 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,64 +GLSZM,Radius,Int,(1:9),1 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,64 +NGTDM,Radius,Int,(1:9),1 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),1 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b64_r2.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b64_r2.csv new file mode 100644 index 0000000000000000000000000000000000000000..b69feea58605653627cb05a6fdec53ce2c48f904 --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b64_r2.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,64 +Intensity,Radius,Int,,2 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,64 +Morphologic,Radius,Int,,2 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,64 +Volumetric,Radius,Int,,2 +Histogram,Bins,Int,,64 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,2 +GLCM,Bins,Int,,64 +GLCM,Radius,Int,(1:9),2 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,64 +GLRLM,Radius,Int,(1:9),2 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,64 +GLSZM,Radius,Int,(1:9),2 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,64 +NGTDM,Radius,Int,(1:9),2 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),2 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CaPTk/param_b64_r3.csv b/radiomic_features/5_FeatureParameters/CaPTk/param_b64_r3.csv new file mode 100644 index 0000000000000000000000000000000000000000..d2e54a402496d34f2d5018c50c90be9c2d0b0874 --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CaPTk/param_b64_r3.csv @@ -0,0 +1,30 @@ +FeatureName,ParamName,Type,Range,Default,Comments +Intensity,,,,, +Intensity,Bins,Int,,64 +Intensity,Radius,Int,,3 +Morphologic,Range,Int,(0:25),0,0:largest connected component in ROI; N: all connected components larger than (N*10^-6) of total image size are taken into account +Morphologic,Feret,Int,(0:1),0,Whether or not to calculate the Feret Diameter (substantially increases computation time) +Morphologic,Bins,Int,,64 +Morphologic,Radius,Int,,3 +Volumetric,Dimension,String,[2D:3D],3D,For calculating 2D slice (maximum area along specified axis) or full 3D volume features +Volumetric,Bins,Int,,64 +Volumetric,Radius,Int,,3 +Histogram,Bins,Int,,64 +Histogram,Bins_Min,Float,,-666,The starting index of the bin; leave to '-666' for this not to be considered +Histogram,Radius,Int,,3 +GLCM,Bins,Int,,64 +GLCM,Radius,Int,(1:9),3 +GLCM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averagedcomputation for individual offsets might not work) +GLRLM,Bins,Int,,64 +GLRLM,Radius,Int,(1:9),3 +GLRLM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +GLSZM,Bins,Int,,64 +GLSZM,Radius,Int,(1:9),3 +GLSZM,Offset,String,[Individual:Average:Combined],Combined,Either individual offset values or averaged +NGTDM,Bins,Int,,64 +NGTDM,Radius,Int,(1:9),3 +NGTDM,Offset,String,[Individual:Average],Average,Either individual offset values or averaged +LBP,Radius,Int,(1:9),3 +LBP,Neighborhood,Int,0:27,27,The total number of neighbors to consider for computation +LBP,Type,Int,0:3,2,0: original LBP | 1: uniform LBP | 2: rotation invariant LBP | 3: uniform + rotation invariant LBP +LBP,Bins,Int,,10,... diff --git a/radiomic_features/5_FeatureParameters/CoLlAGe.txt b/radiomic_features/5_FeatureParameters/CoLlAGe.txt new file mode 100644 index 0000000000000000000000000000000000000000..e577d408c5c24dce4042d5fd31b0be758785fb8c --- /dev/null +++ b/radiomic_features/5_FeatureParameters/CoLlAGe.txt @@ -0,0 +1 @@ +WindowSize: 3, 5 \ No newline at end of file diff --git a/radiomic_features/6_Correlations/spearman.csv b/radiomic_features/6_Correlations/spearman.csv new file mode 100644 index 0000000000000000000000000000000000000000..fff5e58171c7981394f3518de7ff4119920f5997 --- /dev/null +++ b/radiomic_features/6_Correlations/spearman.csv @@ -0,0 +1,981 @@ +Features,FLAIR_ED,FLAIR_ET,FLAIR_NET,T1_ED,T1_ET,T1_NET,T1Gd_ED,T1Gd_ET,T1Gd_NET,T2_ED,T2_ET,T2_NET +median-CoLlAGe_entropy_ws=3,0.885868003,0.929426762,0.889854178,0.97191397,0.986278963,0.947326942,0.9063234,0.907737563,0.885368764,0.898272688,0.917205345,0.90685517 +var-CoLlAGe_entropy_ws=3,0.866447729,0.863711002,0.908593322,0.976464149,0.944170772,0.959496442,0.915161467,0.794745484,0.91242474,0.868089765,0.786535304,0.917350848 +kurtosis-CoLlAGe_entropy_ws=3,0.800218938,0.876847291,0.628899836,0.904214559,0.909688013,0.669950739,0.72194855,0.798029557,0.636015326,0.735632184,0.862616311,0.544608648 +skewness-CoLlAGe_entropy_ws=3,0.807334428,0.892720307,0.758073344,0.93377121,0.970990695,0.777777778,0.81773399,0.816639299,0.673234811,0.816091954,0.915708812,0.662287904 +median-CoLlAGe_energy_ws=3,0.893138211,0.943343202,0.821060539,0.975460517,0.983991317,0.955360877,0.896043616,0.903300566,0.82522706,0.906599402,0.890432556,0.888293035 +var-CoLlAGe_energy_ws=3,0.863711002,0.808976464,0.824302135,0.972632731,0.948002189,0.943623426,0.898741106,0.78817734,0.824302135,0.888888889,0.788724685,0.816639299 +kurtosis-CoLlAGe_energy_ws=3,0.697318008,0.812807882,0.607006021,0.616858238,0.689107827,0.736179529,0.484948002,0.590038314,0.441707718,0.660098522,0.772304324,0.623426382 +skewness-CoLlAGe_energy_ws=3,0.637657362,0.785440613,0.529830323,0.571975917,0.681444992,0.7515052,0.509031199,0.56923919,0.484948002,0.594417077,0.708812261,0.41652983 +median-CoLlAGe_inertia_ws=3,0.878489327,0.931034483,0.872468528,0.985221675,0.952380952,0.950191571,0.910782704,0.880678708,0.916803503,0.80240832,0.950738916,0.789819376 +var-CoLlAGe_inertia_ws=3,0.885057471,0.952380952,0.903667214,0.872468528,0.912972085,0.823754789,0.814449918,0.894362343,0.643130816,0.63546798,0.85440613,0.90530925 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