ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases

The chest X-ray is one of the most commonly accessible radiological examinations for screening and diagnosis of many lung diseases. A tremendous number of X-ray imaging studies accompanied by radiological reports are accumulated and stored in many modern hospitals Picture Archiving and Communication...

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Bibliographic Details

Published in:	2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 3462 - 3471
Main Authors:	Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Bagheri, Mohammadhadi, Summers, Ronald M.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2017
Subjects:	Biomedical imaging Diseases Image segmentation Machine learning Pathology X-ray imaging
ISSN:	1063-6919, 1063-6919
Online Access:	Get full text
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