3D Tomosynthesis + DeepSight Cancer Annotations
收藏DataCite Commons2025-01-21 更新2025-04-15 收录
下载链接:
https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/E7GHGE
下载链接
链接失效反馈官方服务:
资源简介:
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
提供机构:
Harvard Dataverse
创建时间:
2024-02-29



