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M&Ms (Cardiac Cine-MRI)

Processed NIfTI cine-MRI data derived from the M&Ms (Multi-Centre, Multi-Vendor & Multi-Disease) challenge.

Dataset Summary

  • Modality: CMR cine MRI
  • Task: LV/RV/MYO segmentation
  • Views: SAX (ED/ES)
  • Splits: train / val / test

Data Structure (per example)

  • sax_ed, sax_ed_gt
  • sax_es, sax_es_gt
  • Optional: sax_t (if present)
  • Metadata columns listed below

Columns

Imaging

  • pid
  • sax_ed, sax_ed_gt, sax_es, sax_es_gt
  • sax_t (if present)

Metadata (all columns)

  • vendor_name, vendor, center
  • ed_index, es_index
  • age, pathology, gender, height, weight
  • orig_sax_spacing_x, orig_sax_spacing_y, orig_sax_spacing_z
  • n_slices
  • lv_edv, lv_esv, lv_ef
  • rv_edv, rv_esv, rv_ef

Source

https://www.ub.edu/mnms/

License

Refer to M&Ms challenge terms.

Citation

Campello et al., IEEE TMI 2021.

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