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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Vydané v:	2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) s. 3462 - 3471
Hlavní autori:	Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Bagheri, Mohammadhadi, Summers, Ronald M.
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.07.2017
Predmet:	Biomedical imaging Diseases Image segmentation Machine learning Pathology X-ray imaging
ISSN:	1063-6919, 1063-6919
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