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Page 1
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.
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.
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.
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.
Genome-based newborn screening for severe childhood genetic diseases has high positive predictive value and sensitivity in a NICU pilot trial.
Kingsmore SF, Wright M, Olsen L, Schultz B, Protopsaltis L, Averbuj D, Blincow E, Carroll J, Caylor S, Defay T, Ellsworth K, Feigenbaum A, Gover M, Guidugli L, Hansen C, Van Der Kraan L, Kunard CM, Kwon H, Madhavrao L, Leipzig J, Liang Y, Mardach R, Mowrey WR, Nguyen H, Niemi AK, Oh D, Saad M, Scharer G, Schleit J, Mehtalia SS, Sanford E, Smith LD, Willis MJ, Wigby K, Reimers R. Kingsmore SF, et al. Among authors: willis mj. Am J Hum Genet. 2024 Dec 5;111(12):2643-2667. doi: 10.1016/j.ajhg.2024.10.020. Am J Hum Genet. 2024. PMID: 39642868
Prequalification of genome-based newborn screening for severe childhood genetic diseases through federated training based on purifying hyperselection.
Kingsmore SF, Wright M, Smith LD, Liang Y, Mowrey WR, Protopsaltis L, Bainbridge M, Baker M, Batalov S, Blincow E, Cao B, Caylor S, Chambers C, Ellsworth K, Feigenbaum A, Frise E, Guidugli L, Hall KP, Hansen C, Kiel M, Van Der Kraan L, Krilow C, Kwon H, Madhavrao L, Lefebvre S, Leipzig J, Mardach R, Moore B, Oh D, Olsen L, Ontiveros E, Owen MJ, Reimers R, Scharer G, Schleit J, Shelnutt S, Mehtalia SS, Oriol A, Sanford E, Schwartz S, Wigby K, Willis MJ, Yandell M, Kunard CM, Defay T. Kingsmore SF, et al. Among authors: willis mj. Am J Hum Genet. 2024 Dec 5;111(12):2618-2642. doi: 10.1016/j.ajhg.2024.10.021. Am J Hum Genet. 2024. PMID: 39642867
1,194 results