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Prediction of human population responses to toxic compounds by a collaborative competition.
Eduati F, Mangravite LM, Wang T, Tang H, Bare JC, Huang R, Norman T, Kellen M, Menden MP, Yang J, Zhan X, Zhong R, Xiao G, Xia M, Abdo N, Kosyk O; NIEHS-NCATS-UNC DREAM Toxicogenetics Collaboration; Friend S, Dearry A, Simeonov A, Tice RR, Rusyn I, Wright FA, Stolovitzky G, Xie Y, Saez-Rodriguez J. Eduati F, et al. Nat Biotechnol. 2015 Sep;33(9):933-40. doi: 10.1038/nbt.3299. Epub 2015 Aug 10. Nat Biotechnol. 2015. PMID: 26258538 Free PMC article.
DeepSynergy: predicting anti-cancer drug synergy with Deep Learning.
Preuer K, Lewis RPI, Hochreiter S, Bender A, Bulusu KC, Klambauer G. Preuer K, et al. Among authors: klambauer g. Bioinformatics. 2018 May 1;34(9):1538-1546. doi: 10.1093/bioinformatics/btx806. Bioinformatics. 2018. PMID: 29253077 Free PMC article.
Repurposing High-Throughput Image Assays Enables Biological Activity Prediction for Drug Discovery.
Simm J, Klambauer G, Arany A, Steijaert M, Wegner JK, Gustin E, Chupakhin V, Chong YT, Vialard J, Buijnsters P, Velter I, Vapirev A, Singh S, Carpenter AE, Wuyts R, Hochreiter S, Moreau Y, Ceulemans H. Simm J, et al. Among authors: klambauer g. Cell Chem Biol. 2018 May 17;25(5):611-618.e3. doi: 10.1016/j.chembiol.2018.01.015. Epub 2018 Mar 1. Cell Chem Biol. 2018. PMID: 29503208 Free PMC article.
34 results