Deep-learning framework to detect lung abnormality – A study with chest X-Ray and lung CT scan images

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

2017 · 3.3K citations · Full text

Medicine, Computer Science, Radiology +17

The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A Completed Reference Database of Lung Nodules on CT Scans

Samuel G. Armato, Geoffrey McLennan, Luc Bidaut et al. · Medical Physics · 2011 · 2.8K citations · Full text

Medicine, Biomedical Informatics, Radiology +17

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study

John R. Zech, Marcus A. Badgeley, Manway Liu et al. · PLoS Medicine · 2018 · 1.5K citations · Full text

Medicine, Computer Science, Radiology +17

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

Pranav Rajpurkar, Jeremy Irvin, Robyn L. Ball et al. · PLoS Medicine · 2018 · 1.4K citations · Full text

Medicine, Computer Science, Radiology +17

Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans

Jie-Zhi Cheng, Dong Ni, Yi‐Hong Chou et al. · Scientific Reports · 2016 · 750 citations · Full text

Medicine, Computer Science, Radiology +17