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README.md
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### CSV File Structure
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Each `.csv` file contains the following common columns across all diagnostic tasks:
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- **viewposition**: The chest X-ray view position, either PA (posteroanterior) or AP (anteroposterior). For datasets that do not support view position (e.g., OpenI), this is marked as N/A.
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- **label**: Binary label (1/0) indicating the presence or absence of the specific radiological finding or the state of the image quality assessment, derived by the CheXStruct pipeline. The specific meaning of the label varies by task, as detailed below.
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<summary>Image Quality Assessment</summary>
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- **inclusion.csv**
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- `label`: 1 indicates sufficient inclusion of lung regions (e.g., apex, side, and
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- `label_side_right_lung`, `label_side_left_lung`, `label_apex_right_lung`, `label_apex_left_lung`, `label_bottom_right_lung`, `label_bottom_left_lung`: Binary labels (1 for inclusion, 0 for exclusion) indicating whether the side, apex, and
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- `point_apex_right_lung`, `point_apex_left_lung`, `point_side_right_lung`, `point_side_left_lung`, `point_bottom_right_lung`, `point_bottom_left_lung`: Coordinates of the apex, side, and
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- `ratio_apex_right_lung`, `ratio_apex_left_lung`, `ratio_side_right_lung`, `ratio_side_left_lung`, `ratio_bottom_right_lung`, `ratio_bottom_left_lung`: Ratios of the distance from each corresponding coordinate (apex, side,
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- **inspiration.csv**
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- `label`: 1 indicates inadequate inspiration, 0 indicates adequate inspiration
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### CSV File Structure
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Each `.csv` file contains the following common columns across all diagnostic tasks:
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- **image_file**: Unique identifier for the chest X-ray image in the respective dataset.
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- **viewposition**: The chest X-ray view position, either PA (posteroanterior) or AP (anteroposterior). For datasets that do not support view position (e.g., OpenI), this is marked as N/A.
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- **label**: Binary label (1/0) indicating the presence or absence of the specific radiological finding or the state of the image quality assessment, derived by the CheXStruct pipeline. The specific meaning of the label varies by task, as detailed below.
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<summary>Image Quality Assessment</summary>
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- **inclusion.csv**
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- `label`: 1 indicates sufficient inclusion of lung regions (e.g., apex, side, and bottom are adequately captured), 0 indicates exclusion.
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- `label_side_right_lung`, `label_side_left_lung`, `label_apex_right_lung`, `label_apex_left_lung`, `label_bottom_right_lung`, `label_bottom_left_lung`: Binary labels (1 for inclusion, 0 for exclusion) indicating whether the side, apex, and bottom of the thoracic cage are included in the image.
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- `point_apex_right_lung`, `point_apex_left_lung`, `point_side_right_lung`, `point_side_left_lung`, `point_bottom_right_lung`, `point_bottom_left_lung`: Coordinates of the apex, side, and bottom of the right and left lungs.
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- `ratio_apex_right_lung`, `ratio_apex_left_lung`, `ratio_side_right_lung`, `ratio_side_left_lung`, `ratio_bottom_right_lung`, `ratio_bottom_left_lung`: Ratios of the distance from each corresponding coordinate (apex, side, bottom) to the image edge, relative to a reference distance, for the right and left lungs.
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- **inspiration.csv**
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- `label`: 1 indicates inadequate inspiration, 0 indicates adequate inspiration
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