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Identifying malignant nodules on chest X-rays: A validation study of radiologist versus artificial intelligence diagnostic accuracy

Background: Three and half million anonymous X-rays were gathered from 45 locations worldwide (in-hospital and outpatient settings). qXR was initially trained on this massive dataset. We used an independent dataset of 13,426 chest X-rays from radiologists’ reports. The test data set included 213,459...

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Asıl Yazarlar: Bassam Mahboub, Manoj Tadepalli, Tarun Raj, Rajalakshmi Santhanakrishnan, Mahmood Yaseen Hachim, Usama Bastaki, Rifat Hamoudi, Ehsan Haider, Abdullah Alabousi
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Wolters Kluwer Medknow Publications 2022-01-01
Seri Bilgileri:Advances in Biomedical and Health Sciences
Konular:
artificial intelligence
chest x-rays
convolutional neural network
deep learning
malignant nodules
Online Erişim:http://www.abhsjournal.net/article.asp?issn=2773-1545;year=2022;volume=1;issue=3;spage=137;epage=143;aulast=Mahboub
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