3D Tomosynthesis + DeepSight Cancer Annotations

Each image in the dataset is accompanied by a metadata file in JSON format, providing detailed information about the image. Below is an outline of the metadata content: <p><p> <b>PatientID:</b> A unique identifier for the patient associated with the image.<br> <b>View:</b> The mammographic view (e.g., cranio-caudal) that the image represents.<br> <b>WindowCenter:</b> An array indicating the center pixel values used for windowing the image, which affects image brightness. Multiple values represent different window settings.<br> <b>WindowWidth:</b> An array indicating the width of the windowing range, which affects the contrast of the image. Multiple values correspond to the center values for different contrast settings.<br> <b>WindowCenterWidthExplanation:</b> Descriptions corresponding to the 'WindowCenter' and 'WindowWidth' settings, which may indicate standard or altered viewing conditions like 'NORMAL', 'HARDER', or 'SOFTER'.<br> <b>ImagerPixelSpacing:</b> The physical distance covered by each pixel in the image, specified in millimeters (e.g., [0.1, 0.1] would mean each pixel represents a 0.1mm by 0.1mm area).<br> <b>ImageLaterality:</b> The side of the body that the image represents, 'R' for right and 'L' for left.<br> <b>Coords:</b> The coordinates of the region of interest within the image, typically representing a bounding box around a lesion or area of interest (format: [x1, y1, x2, y2]).<br> <b>Score:</b> A confidence score (ranging from 0 to 1) indicating the likelihood of the presence of a lesion or other significant feature within the region of interest.<br> <b>Label:</b> The cancer classification of the image. <p><p> <h3>3D Dataset Details</h3><p> Image Count: 67512 <br> Patient Count:15149 <br> Cancer Count:374 <br> Deepsight Valid Score: 270 <br> CC Count: 32621 <br> MLO Count: 32900 <br> L Count: 33892<br> R Count: 33620