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Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets.
Harmon SA, Sanford TH, Xu S, Turkbey EB, Roth H, Xu Z, Yang D, Myronenko A, Anderson V, Amalou A, Blain M, Kassin M, Long D, Varble N, Walker SM, Bagci U, Ierardi AM, Stellato E, Plensich GG, Franceschelli G, Girlando C, Irmici G, Labella D, Hammoud D, Malayeri A, Jones E, Summers RM, Choyke PL, Xu D, Flores M, Tamura K, Obinata H, Mori H, Patella F, Cariati M, Carrafiello G, An P, Wood BJ, Turkbey B. Harmon SA, et al. Among authors: yang d. Nat Commun. 2020 Aug 14;11(1):4080. doi: 10.1038/s41467-020-17971-2. Nat Commun. 2020. PMID: 32796848 Free PMC article.
Data Augmentation and Transfer Learning to Improve Generalizability of an Automated Prostate Segmentation Model.
Sanford TH, Zhang L, Harmon SA, Sackett J, Yang D, Roth H, Xu Z, Kesani D, Mehralivand S, Baroni RH, Barrett T, Girometti R, Oto A, Purysko AS, Xu S, Pinto PA, Xu D, Wood BJ, Choyke PL, Turkbey B. Sanford TH, et al. Among authors: yang d. AJR Am J Roentgenol. 2020 Dec;215(6):1403-1410. doi: 10.2214/AJR.19.22347. Epub 2020 Oct 14. AJR Am J Roentgenol. 2020. PMID: 33052737 Free PMC article.
Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan.
Yang D, Xu Z, Li W, Myronenko A, Roth HR, Harmon S, Xu S, Turkbey B, Turkbey E, Wang X, Zhu W, Carrafiello G, Patella F, Cariati M, Obinata H, Mori H, Tamura K, An P, Wood BJ, Xu D. Yang D, et al. Med Image Anal. 2021 May;70:101992. doi: 10.1016/j.media.2021.101992. Epub 2021 Feb 6. Med Image Anal. 2021. PMID: 33601166 Free PMC article.
Generalized chest CT and lab curves throughout the course of COVID-19.
Kassin MT, Varble N, Blain M, Xu S, Turkbey EB, Harmon S, Yang D, Xu Z, Roth H, Xu D, Flores M, Amalou A, Sun K, Kadri S, Patella F, Cariati M, Scarabelli A, Stellato E, Ierardi AM, Carrafiello G, An P, Turkbey B, Wood BJ. Kassin MT, et al. Among authors: yang d. Sci Rep. 2021 Mar 25;11(1):6940. doi: 10.1038/s41598-021-85694-5. Sci Rep. 2021. PMID: 33767213 Free PMC article.
Rapid Artificial Intelligence Solutions in a Pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge.
Roth HR, Xu Z, Diez CT, Jacob RS, Zember J, Molto J, Li W, Xu S, Turkbey B, Turkbey E, Yang D, Harouni A, Rieke N, Hu S, Isensee F, Tang C, Yu Q, Sölter J, Zheng T, Liauchuk V, Zhou Z, Moltz JH, Oliveira B, Xia Y, Maier-Hein KH, Li Q, Husch A, Zhang L, Kovalev V, Kang L, Hering A, Vilaça JL, Flores M, Xu D, Wood B, Linguraru MG. Roth HR, et al. Among authors: yang d. Res Sq [Preprint]. 2021 Jun 4:rs.3.rs-571332. doi: 10.21203/rs.3.rs-571332/v1. Res Sq. 2021. Update in: Med Image Anal. 2022 Nov;82:102605. doi: 10.1016/j.media.2022.102605. PMID: 34100010 Free PMC article. Updated. Preprint.
A Cascaded Deep Learning-Based Artificial Intelligence Algorithm for Automated Lesion Detection and Classification on Biparametric Prostate Magnetic Resonance Imaging.
Mehralivand S, Yang D, Harmon SA, Xu D, Xu Z, Roth H, Masoudi S, Sanford TH, Kesani D, Lay NS, Merino MJ, Wood BJ, Pinto PA, Choyke PL, Turkbey B. Mehralivand S, et al. Among authors: yang d. Acad Radiol. 2022 Aug;29(8):1159-1168. doi: 10.1016/j.acra.2021.08.019. Epub 2021 Sep 28. Acad Radiol. 2022. PMID: 34598869 Free PMC article.
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