| Crowdsourcing pneumothorax annotations using machine learning annotations on the NIH chest X-ray dataset RW Filice, A Stein, CC Wu, VA Arteaga, S Borstelmann, R Gaddikeri, ... Journal of digital imaging 33, 490-496, 2020 | 50 | 2020 |
| Machine learning principles for radiology investigators SM Borstelmann Academic radiology 27 (1), 13-25, 2020 | 49 | 2020 |
| Validation of a deep learning, value-based care model to predict mortality and comorbidities from chest radiographs in COVID-19 A Pyrros, J Rodriguez Fernandez, SM Borstelmann, A Flanders, ... PLOS Digital Health 1 (8), e0000057, 2022 | 11 | 2022 |
| Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs A Pyrros, SM Borstelmann, R Mantravadi, Z Zaiman, K Thomas, B Price, ... Nature communications 14 (1), 4039, 2023 | 8 | 2023 |
| Detecting racial/ethnic health disparities using deep learning from frontal chest radiography A Pyrros, JM Rodríguez-Fernández, SM Borstelmann, JW Gichoya, ... Journal of the American College of Radiology 19 (1), 184-191, 2022 | 8 | 2022 |
| Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs. Nat Commun 14, 4039 A Pyrros, SM Borstelmann, R Mantravadi, Z Zaiman, K Thomas, B Price, ... | 6 | 2023 |
| Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs. Nat Commun. 2023; 14: 4039 A Pyrros, SM Borstelmann, R Mantravadi, Z Zaiman, K Thomas, B Price | 5 | |
| Deep Learning–Based Digitally Reconstructed Tomography of the Chest in the Evaluation of Solitary Pulmonary Nodules: A Feasibility Study A Pyrros, A Chen, JM Rodríguez-Fernández, SM Borstelmann, PA Cole, ... Academic radiology 30 (4), 739-748, 2023 | 2 | 2023 |
| Medicare Radiology Group Network Market Share: Recent Trends and Characteristics A Pyrros, B Fornelli, JM Rodriguez-Fernandez, SM Borstelmann, ... medRxiv, 2023.03. 12.23287068, 2023 | | 2023 |
| Medicare Radiology Group Network Market Share: Recent Characteristics and Trends A Pyrros, B Fornelli, JM Rodriguez-Fernandez, SM Borstelmann, ... | | 2023 |
| Validation of a deep learning, value-based care model to predict mortality and comorbidities from chest radiographs in COVID-19. PLOS Digit Health 1 (8): e0000057 A Pyrros, J Rodriguez Fernandez, SM Borstelmann, A Flanders, ... | | 2022 |
| Confusion in the Matrix: going beyond the ROC curve SM Borstelmann, S Jha | | |
Ayis PyrrosNeuroradiology, DuPage Medical GroupVerified email at ayis.org
