flexray-data / splits /README.md
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splits README: paper results are scored on test, val used only for development
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Split assignments and excluded subjects

One folder per real X-ray source used in the FleXray paper, including the sources we cannot redistribute, so the exact partitions and quality-control exclusions can be rebuilt from the original downloads. Paths are relative to each source's download directory and contain no image data.

<Dataset>/splits.csv

Every image that FleXray trained or evaluated on.

column meaning
sample_id FleXray sample key (matches dataset.yml for redistributed sources)
subject_id patient/subject grouping key; all samples of a subject share one split
split train, val, or test as used in the paper
source_path image path relative to the original download ('' when the source has no per-image file)

All results in the paper are scored on test; val was used only for model development.

<Dataset>/exclusions.csv

Every image removed before split assignment. An empty file means nothing was excluded.

column meaning
subject_id FleXray subject key of the excluded image ('' for source files that were never annotated)
source_path image path relative to the original download when known
reason one of the reasons below
detail human-readable note, source filename, or scope
reason applied when
manual_review the annotation was flagged as unreliable during manual review (detail gives the reason where documented)
duplicate_image the pixels exactly duplicate another image; one representative is kept
empty_mask the annotation has no foreground after mapping into the FleXray label protocol
missing_local_image the annotation references an image absent from the downloadable image set
landmark_out_of_bounds AASCE: landmark coordinates fall outside the image
corrupt_zero_filled_png, out_of_bounds_femur_polygon MTDDH: source image or polygon is unusable
not_referenced_by_dataset2_coco MTDDH: PNG present in the archive but absent from the Dataset2 annotations

All criteria were fixed before any model was scored and apply identically to FleXray and every baseline. These files are generated by scripts/release/export_split_manifests.py in the OmniAX repository.