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Validation of a deep learning, value-based care model to predict mortality and comorbidities from chest radiographs in COVID-19.
Pyrros A, Rodriguez Fernandez J, Borstelmann SM, Flanders A, Wenzke D, Hart E, Horowitz JM, Nikolaidis P, Willis M, Chen A, Cole P, Siddiqui N, Muzaffar M, Muzaffar N, McVean J, Menchaca M, Katsaggelos AK, Koyejo S, Galanter W. Pyrros A, et al. Among authors: willis m. PLOS Digit Health. 2022 Aug 1;1(8):e0000057. doi: 10.1371/journal.pdig.0000057. eCollection 2022 Aug. PLOS Digit Health. 2022. PMID: 36812559 Free PMC article.
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. Among authors: willis m. 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.
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: willis m. 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.
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: willis m. Nat Commun. 2023 Jul 7;14(1):4039. doi: 10.1038/s41467-023-39631-x. Nat Commun. 2023. PMID: 37419921 Free PMC article.
Author Correction: 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: willis m. Nat Commun. 2024 Jun 6;15(1):4817. doi: 10.1038/s41467-024-49184-2. Nat Commun. 2024. PMID: 38844459 Free PMC article. No abstract available.
Longitudinal Assessment of Sexual Behavior and Relationship Quality During the First Year of the COVID-19 Pandemic in Britain: Findings from a Longitudinal Population Survey (Natsal-COVID).
Miall N, Aveline A, Copas AJ, Bosó Pérez R, Baxter AJ, Riddell J, Oakley L, Menezes D, Conolly A, Bonell C, Sonnenberg P, Mercer CH, Field N, Mitchell KR, Willis M. Miall N, et al. Among authors: willis m. J Sex Res. 2025 Jan 15:1-11. doi: 10.1080/00224499.2024.2432000. Online ahead of print. J Sex Res. 2025. PMID: 39812391
1,201 results