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Gating mass cytometry data by deep learning.
Bioinformatics. 2017 Nov 1;33(21):3423-3430. doi: 10.1093/bioinformatics/btx448.
Bioinformatics. 2017.
PMID: 29036374
Free PMC article.
Removal of batch effects using distribution-matching residual networks.
Shaham U, Stanton KP, Zhao J, Li H, Raddassi K, Montgomery R, Kluger Y.
Shaham U, et al.
Bioinformatics. 2017 Aug 15;33(16):2539-2546. doi: 10.1093/bioinformatics/btx196.
Bioinformatics. 2017.
PMID: 28419223
Free PMC article.
Item in Clipboard
DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network.
Katzman JL, Shaham U, Cloninger A, Bates J, Jiang T, Kluger Y.
Katzman JL, et al. Among authors: shaham u.
BMC Med Res Methodol. 2018 Feb 26;18(1):24. doi: 10.1186/s12874-018-0482-1.
BMC Med Res Methodol. 2018.
PMID: 29482517
Free PMC article.
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Deep unsupervised feature selection by discarding nuisance and correlated features.
Shaham U, Lindenbaum O, Svirsky J, Kluger Y.
Shaham U, et al.
Neural Netw. 2022 Aug;152:34-43. doi: 10.1016/j.neunet.2022.04.002. Epub 2022 Apr 12.
Neural Netw. 2022.
PMID: 35500458
Free PMC article.
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