Timothy J. Amrhein

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

Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification

Imon Banerjee, Ling Yuan, Matthew C. Chen et al. · Artificial Intelligence in Medicine · 2018 · 280 citations · Full text

Computing, Computer Science, Radiology +16

Human–machine partnership with artificial intelligence for chest radiograph diagnosis

Bhavik N. Patel, Louis Rosenberg, Gregg Willcox et al. · npj Digital Medicine · 2019 · 252 citations · Full text

Computing, Computer Science, Radiology +17

Deep Learning to Classify Radiology Free-Text Reports

Matthew C. Chen, Robyn L. Ball, Lingyao Yang et al. · Radiology · 2017 · 223 citations

Medicine, Computer Science, Radiology +17

CSF Venous Fistulas in Spontaneous Intracranial Hypotension: Imaging Characteristics on Dynamic and CT Myelography

Peter G. Kranz, Timothy J. Amrhein, Linda Gray · American Journal of Roentgenology · 2017 · 156 citations

Medicine, Neurosurgery, Radiology +16