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Predicting Prolonged Hospitalization and Supplemental Oxygenation in Patients with COVID-19 Infection from Ambulatory Chest Radiographs using Deep Learning.
Pyrros A, Flanders AE, Rodríguez-Fernández JM, Chen A, Cole P, Wenzke D, Hart E, Harford S, Horowitz J, Nikolaidis P, Muzaffar N, Boddipalli V, Nebhrajani J, Siddiqui N, Willis M, Darabi H, Koyejo O, Galanter W. Pyrros A, et al. Acad Radiol. 2021 Aug;28(8):1151-1158. doi: 10.1016/j.acra.2021.05.002. Epub 2021 May 21. Acad Radiol. 2021. PMID: 34134940 Free PMC article.
Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs.
Pyrros A, Borstelmann SM, Mantravadi R, Zaiman Z, Thomas K, Price B, Greenstein E, Siddiqui N, Willis M, Shulhan I, Hines-Shah J, Horowitz JM, Nikolaidis P, Lungren MP, Rodríguez-Fernández JM, Gichoya JW, Koyejo S, Flanders AE, Khandwala N, Gupta A, Garrett JW, Cohen JP, Layden BT, Pickhardt PJ, Galanter W. Pyrros A, et al. Among authors: rodriguez fernandez jm. Nat Commun. 2023 Jul 7;14(1):4039. doi: 10.1038/s41467-023-39631-x. Nat Commun. 2023. PMID: 37419921 Free PMC article.
Deep Learning-Based Digitally Reconstructed Tomography of the Chest in the Evaluation of Solitary Pulmonary Nodules: A Feasibility Study.
Pyrros A, Chen A, Rodríguez-Fernández JM, Borstelmann SM, Cole PA, Horowitz J, Chung J, Nikolaidis P, Boddipalli V, Siddiqui N, Willis M, Flanders AE, Koyejo S. Pyrros A, et al. Among authors: rodriguez fernandez jm. Acad Radiol. 2023 Apr;30(4):739-748. doi: 10.1016/j.acra.2022.05.005. Epub 2022 Jun 9. Acad Radiol. 2023. PMID: 35690536 Free PMC article.
62 results