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Multimodal Representation Learning via Maximization of Local Mutual Information.
Liao R, Moyer D, Cha M, Quigley K, Berkowitz S, Horng S, Golland P, Wells WM. Liao R, et al. Among authors: berkowitz s. Med Image Comput Comput Assist Interv. 2021 Sep-Oct;12902:273-283. doi: 10.1007/978-3-030-87196-3_26. Epub 2021 Sep 21. Med Image Comput Comput Assist Interv. 2021. PMID: 36282980 Free PMC article.
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.
Chauhan G, Liao R, Wells W, Andreas J, Wang X, Berkowitz S, Horng S, Szolovits P, Golland P. Chauhan G, et al. Among authors: berkowitz s. Med Image Comput Comput Assist Interv. 2020 Oct;12262:529-539. doi: 10.1007/978-3-030-59713-9_51. Epub 2020 Sep 29. Med Image Comput Comput Assist Interv. 2020. PMID: 33634272 Free PMC article.
Deep Learning to Quantify Pulmonary Edema in Chest Radiographs.
Horng S, Liao R, Wang X, Dalal S, Golland P, Berkowitz SJ. Horng S, et al. Among authors: berkowitz sj. Radiol Artif Intell. 2021 Jan 6;3(2):e190228. doi: 10.1148/ryai.2021190228. eCollection 2021 Mar. Radiol Artif Intell. 2021. PMID: 33937857 Free PMC article.
Artificial intelligence to assess body composition on routine abdominal CT scans and predict mortality in pancreatic cancer- A recipe for your local application.
Hsu TH, Schawkat K, Berkowitz SJ, Wei JL, Makoyeva A, Legare K, DeCicco C, Paez SN, Wu JSH, Szolovits P, Kikinis R, Moser AJ, Goehler A. Hsu TH, et al. Among authors: berkowitz sj. Eur J Radiol. 2021 Sep;142:109834. doi: 10.1016/j.ejrad.2021.109834. Epub 2021 Jun 24. Eur J Radiol. 2021. PMID: 34252866
723 results