Marcus A. Badgeley

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

The Asthma Mobile Health Study, a large-scale clinical observational study using ResearchKit

Yu‐Feng Yvonne Chan, Pei Wang, Linda Rogers et al. · Nature Biotechnology · 2017 · 224 citations · Full text

Nursing, Health Sciences, Pulmonology +6

Translational bioinformatics in the era of real-time biomedical, health care and wellness data streams

Khader Shameer, Marcus A. Badgeley, Riccardo Miotto et al. · Briefings in Bioinformatics · 2016 · 201 citations · Full text

Computing, Bioinformatics, 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