README.md

metadata

license: cc-by-4.0
task_categories:
  - image-classification
language:
  - en
tags:
  - x-ray
  - medical
  - chest
size_categories:
  - 100K<n<1M
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*
      - split: val
        path: data/val-*
  - config_name: original
    data_files:
      - split: train
        path: original/train-*
      - split: test
        path: original/test-*
      - split: val
        path: original/val-*
dataset_info:
  - config_name: default
    features:
      - name: UID
        dtype: string
      - name: Fold
        dtype: int64
      - name: Split
        dtype: string
      - name: PatientID
        dtype: string
      - name: PhysicianID
        dtype: string
      - name: StudyDate
        dtype: string
      - name: Age
        dtype: int64
      - name: Sex
        dtype: string
      - name: HeartSize
        dtype: int64
      - name: PulmonaryCongestion
        dtype: int64
      - name: PleuralEffusion_Right
        dtype: int64
      - name: PleuralEffusion_Left
        dtype: int64
      - name: PulmonaryOpacities_Right
        dtype: int64
      - name: PulmonaryOpacities_Left
        dtype: int64
      - name: Atelectasis_Right
        dtype: int64
      - name: Atelectasis_Left
        dtype: int64
      - name: Image
        dtype: image
    splits:
      - name: train
        num_bytes: 36724515176.076
        num_examples: 137593
      - name: test
        num_bytes: 11088307165.008
        num_examples: 42928
      - name: val
        num_bytes: 9210192401
        num_examples: 34860
    download_size: 58343808539
    dataset_size: 57023014742.084
  - config_name: original
    features:
      - name: UID
        dtype: string
      - name: Fold
        dtype: int64
      - name: Split
        dtype: string
      - name: PatientID
        dtype: string
      - name: PhysicianID
        dtype: string
      - name: StudyDate
        dtype: string
      - name: Age
        dtype: int64
      - name: Sex
        dtype: string
      - name: HeartSize
        dtype: int64
      - name: PulmonaryCongestion
        dtype: int64
      - name: PleuralEffusion_Right
        dtype: int64
      - name: PleuralEffusion_Left
        dtype: int64
      - name: PulmonaryOpacities_Right
        dtype: int64
      - name: PulmonaryOpacities_Left
        dtype: int64
      - name: Atelectasis_Right
        dtype: int64
      - name: Atelectasis_Left
        dtype: int64
      - name: Image
        dtype: image
    splits:
      - name: train
        num_bytes: 793575463284.632
        num_examples: 137593
      - name: test
        num_bytes: 235100370576.352
        num_examples: 42928
      - name: val
        num_bytes: 197760028732.64
        num_examples: 34860
    download_size: 1266898242525
    dataset_size: 1226435862593.624