Stephen M. Borstelmann

Crowdsourcing pneumothorax annotations using machine learning annotations on the NIH chest X-ray dataset

Ross W. Filice, Anouk Stein, Carol C. Wu et al. · Journal of Digital Imaging · 2019 · 56 citations · Full text

Natural Language Processing, Artificial Intelligence, Data Annotation +13

Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs

Ayis Pyrros, Stephen M. Borstelmann, Ramana Mantravadi et al. · Nature Communications · 2023 · 50 citations · Full text

Detecting Racial/Ethnic Health Disparities Using Deep Learning From Frontal Chest Radiography

Ayis Pyrros, Jorge Mario Rodríguez-Fernández, Stephen M. Borstelmann et al. · Journal of the American College of Radiology · 2022 · 13 citations · Full text

Convolutional Neural Network, Health Care Disparity, Engineering +8

Validation of a deep learning, value-based care model to predict mortality and comorbidities from chest radiographs in COVID-19

Ayis Pyrros, Jorge Rodriguez Fernandez, Stephen M. Borstelmann et al. · PLOS Digital Health · 2022 · 13 citations · Full text

Prognosis, Value-based Care Model, Disease Classification +19