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 · 1.4K citations · Full text

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

J. Titano, Marcus A. Badgeley, Javin Schefflein et al. · Nature Medicine · 2018 · 447 citations

Image Analysis, Engineering, Neuroimaging Modality +12

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 · 192 citations · Full text

Engineering, Machine Learning, Intensive Care Unit +15

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

John R. Zech, Margaret Pain, J. Titano et al. · Radiology · 2018 · 139 citations

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

John R. Zech, Giuseppe Carotenuto, Zenas Igbinoba et al. · Pediatric Radiology · 2023 · 49 citations

Convolutional Neural Network, Image Analysis, Machine Learning +8