StephenMBorstelmannMD

PubMed

• 7 citations
  Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs.
  Ayis Pyrros, Stephen M Borstelmann, Ramana Mantravadi, Zachary Zaiman, Kaesha Thomas, Brandon Price, Eugene Greenstein, Nasir Siddiqui, Melinda Willis, Ihar Shulhan, J...> ;Nature Communications. 2023 Jul 7
• 2 citations
  Deep Learning-Based Digitally Reconstructed Tomography of the Chest in the Evaluation of Solitary Pulmonary Nodules: A Feasibility Study.
  Ayis Pyrros, Andrew Chen, Jorge Mario Rodríguez-Fernández, Stephen M Borstelmann, Patrick A Cole, Jeanne Horowitz, Jonathan Chung, Paul Nikolaidis, Viveka Boddipalli, ...> ;Academic Radiology. 2023 Apr 1
• 4 citations
  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, Adam Flanders, Daniel Wenzke, Eric Hart, Jeanne M Horowitz, Paul Nikolaidis, Melinda Willis, Andrew Chen...> ;PLOS Digital Health. 2022 Aug 1
• 7 citations
  Detecting Racial/Ethnic Health Disparities Using Deep Learning From Frontal Chest Radiography.
  Ayis Pyrros, Jorge Mario Rodríguez-Fernández, Stephen M Borstelmann, Judy Wawira Gichoya, Jeanne M Horowitz, Brian Fornelli, Nasir Siddiqui, Yury Velichko, Oluwasanmi ...> ;Journal of the American College of Radiology. 2022 Jan 1
• 19 citations
  Crowdsourcing pneumothorax annotations using machine learning annotations on the NIH chest X-ray dataset
  Ross W. Filice, Anouk Stein, Carol C. Wu, Veronica Arteaga, Stephen Borstelmann, Ramya S Gaddikeri, Maya Galperin-Aizenberg, Ritu R. Gill, Myrna C.B. Godoy, Stephen B....> ;Journal of Digital Imaging. 2020 Apr 1
• 32 citations
  Machine Learning Principles for Radiology Investigators.
  Stephen Borstelmann> ;Academic Radiology. 2020 Jan 1
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