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Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center open data commons.
Whitney HM, Baughan N, Myers KJ, Drukker K, Gichoya J, Bower B, Chen W, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Sá RC, Sahiner B, Zhang Z, Giger ML. Whitney HM, et al. Among authors: koyejo s. J Med Imaging (Bellingham). 2023 Nov;10(6):61105. doi: 10.1117/1.JMI.10.6.061105. Epub 2023 Jul 18. J Med Imaging (Bellingham). 2023. PMID: 37469387
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: koyejo s. Nat Commun. 2023 Jul 7;14(1):4039. doi: 10.1038/s41467-023-39631-x. Nat Commun. 2023. PMID: 37419921 Free PMC article.
Fast Optical Signals for Real-Time Retinotopy and Brain Computer Interface.
Perpetuini D, Günal M, Chiou N, Koyejo S, Mathewson K, Low KA, Fabiani M, Gratton G, Chiarelli AM. Perpetuini D, et al. Among authors: koyejo s. Bioengineering (Basel). 2023 May 5;10(5):553. doi: 10.3390/bioengineering10050553. Bioengineering (Basel). 2023. PMID: 37237623 Free PMC article.
Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment.
Drukker K, Chen W, Gichoya J, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Myers K, Sá RC, Sahiner B, Whitney H, Zhang Z, Giger M. Drukker K, et al. Among authors: koyejo s. J Med Imaging (Bellingham). 2023 Nov;10(6):061104. doi: 10.1117/1.JMI.10.6.061104. Epub 2023 Apr 26. J Med Imaging (Bellingham). 2023. PMID: 37125409 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: koyejo s. 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.
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: koyejo s. 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.