Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs

Jin Hwang, Eui; Park, Sunggyun; Jin, Kwang-Nam; Im Kim, Jung; Young Choi, So; Hyuk Lee, Jong; Mo Goo, Jin; Aum, Jaehong; Yim, Jae‐Joon; G. Cohen, Julien; Ferretti, G.; Min Park, Chang; the DLAD Development and Evaluation Group, for

doi:10.1001/jamanetworkopen.2019.1095

Public

Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs

Published in JAMA Network Open • Mar 22, 2019

Authors:

Eui Jin Hwang

Sunggyun Park

Kwang-Nam Jin

Abstract

Importance: Interpretation of chest radiographs is a challenging task prone to errors, requiring expert readers. An automated system that can accurately classify chest radiographs may help streamline the clinical workflow. Objectives: To develop a deep learning-based algorithm that can classify norm...

Subject

Radiography

Receiver operating characteristic

Medicine

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