John R. Zech

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

Automated deep-neural-network surveillance of cranial images for acute neurologic events

J. Titano, Marcus A. Badgeley, Javin Schefflein et al. · Nature Medicine · 2018 · 461 citations

Veterinary Medicine, Neurosurgery, Radiology +11

An attention based deep learning model of clinical events in the intensive care unit

Deepak Kaji, John R. Zech, Jun Kim et al. · PLoS ONE · 2019 · 200 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Natural Language–based Machine Learning Models for the Annotation of Clinical Radiology Reports

John R. Zech, Margaret Pain, J. Titano et al. · Radiology · 2018 · 142 citations

Computing, Health Informatics, Radiology +17

Detecting pediatric wrist fractures using deep-learning-based object detection

John R. Zech, Giuseppe Carotenuto, Zenas Igbinoba et al. · Pediatric Radiology · 2023 · 52 citations

Computing, Computer Science, Pediatrics +14