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An open repository of real-time COVID-19 indicators.
Reinhart A, Brooks L, Jahja M, Rumack A, Tang J, Agrawal S, Al Saeed W, Arnold T, Basu A, Bien J, Cabrera ÁA, Chin A, Chua EJ, Clark B, Colquhoun S, DeFries N, Farrow DC, Forlizzi J, Grabman J, Gratzl S, Green A, Haff G, Han R, Harwood K, Hu AJ, Hyde R, Hyun S, Joshi A, Kim J, Kuznetsov A, La Motte-Kerr W, Lee YJ, Lee K, Lipton ZC, Liu MX, Mackey L, Mazaitis K, McDonald DJ, McGuinness P, Narasimhan B, O'Brien MP, Oliveira NL, Patil P, Perer A, Politsch CA, Rajanala S, Rucker D, Scott C, Shah NH, Shankar V, Sharpnack J, Shemetov D, Simon N, Smith BY, Srivastava V, Tan S, Tibshirani R, Tuzhilina E, Van Nortwick AK, Ventura V, Wasserman L, Weaver B, Weiss JC, Whitman S, Williams K, Rosenfeld R, Tibshirani RJ. Reinhart A, et al. Among authors: lipton zc. Proc Natl Acad Sci U S A. 2021 Dec 21;118(51):e2111452118. doi: 10.1073/pnas.2111452118. Proc Natl Acad Sci U S A. 2021. PMID: 34903654 Free PMC article.
Predicting Severe Complications from Cytoreductive Surgery with Hyperthermic Intraperitoneal Chemotherapy: A Data-Driven, Machine Learning Approach to Augment Clinical Judgment.
Adam MA, Zhou H, Byrd J, Greenberg AL, Kelly YM, Hall L, Jones HL, Pingpank JF, Lipton ZC, Bartlett DL, Choudry HM. Adam MA, et al. Among authors: lipton zc. Ann Surg Oncol. 2023 Sep;30(9):5433-5442. doi: 10.1245/s10434-023-13657-3. Epub 2023 Jun 2. Ann Surg Oncol. 2023. PMID: 37266808
Estimating brain age based on a uniform healthy population with deep learning and structural magnetic resonance imaging.
Feng X, Lipton ZC, Yang J, Small SA, Provenzano FA; Alzheimer’s Disease Neuroimaging Initiative; Australian Imaging Biomarkers and Lifestyle flagship study of ageing; Frontotemporal Lobar Degeneration Neuroimaging Initiative. Feng X, et al. Among authors: lipton zc. Neurobiol Aging. 2020 Jul;91:15-25. doi: 10.1016/j.neurobiolaging.2020.02.009. Epub 2020 Mar 6. Neurobiol Aging. 2020. PMID: 32305781 Free PMC article.
Optimal Thresholding of Classifiers to Maximize F1 Measure.
Lipton ZC, Elkan C, Naryanaswamy B. Lipton ZC, et al. Mach Learn Knowl Discov Databases. 2014;8725:225-239. doi: 10.1007/978-3-662-44851-9_15. Mach Learn Knowl Discov Databases. 2014. PMID: 26023687 Free PMC article.