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Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs.
Nat Commun. 2023 Jul 7;14(1):4039. doi: 10.1038/s41467-023-39631-x.
Nat Commun. 2023.
PMID: 37419921
Free PMC article.
Detecting Racial/Ethnic Health Disparities Using Deep Learning From Frontal Chest Radiography.
Pyrros A, Rodríguez-Fernández JM, Borstelmann SM, Gichoya JW, Horowitz JM, Fornelli B, Siddiqui N, Velichko Y, Koyejo Sanmi O, Galanter W.
Pyrros A, et al. Among authors: borstelmann sm.
J Am Coll Radiol. 2022 Jan;19(1 Pt B):184-191. doi: 10.1016/j.jacr.2021.09.010.
J Am Coll Radiol. 2022.
PMID: 35033309
Free PMC article.
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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: borstelmann sm.
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.
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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: borstelmann sm.
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.
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Crowdsourcing pneumothorax annotations using machine learning annotations on the NIH chest X-ray dataset.
Filice RW, Stein A, Wu CC, Arteaga VA, Borstelmann S, Gaddikeri R, Galperin-Aizenberg M, Gill RR, Godoy MC, Hobbs SB, Jeudy J, Lakhani PC, Laroia A, Nayak SM, Parekh MR, Prasanna P, Shah P, Vummidi D, Yaddanapudi K, Shih G.
Filice RW, et al. Among authors: borstelmann s.
J Digit Imaging. 2020 Apr;33(2):490-496. doi: 10.1007/s10278-019-00299-9.
J Digit Imaging. 2020.
PMID: 31768897
Free PMC article.
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Machine Learning Principles for Radiology Investigators.
Borstelmann SM.
Borstelmann SM.
Acad Radiol. 2020 Jan;27(1):13-25. doi: 10.1016/j.acra.2019.07.030.
Acad Radiol. 2020.
PMID: 31818379
Review.
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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: borstelmann sm.
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.
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