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Multiple graph label propagation by sparse integration.
Karasuyama M, Mamitsuka H. Karasuyama M, et al. Among authors: mamitsuka h. IEEE Trans Neural Netw Learn Syst. 2013 Dec;24(12):1999-2012. doi: 10.1109/TNNLS.2013.2271327. IEEE Trans Neural Netw Learn Syst. 2013. PMID: 24805218
A Community Challenge for Inferring Genetic Predictors of Gene Essentialities through Analysis of a Functional Screen of Cancer Cell Lines.
Gönen M, Weir BA, Cowley GS, Vazquez F, Guan Y, Jaiswal A, Karasuyama M, Uzunangelov V, Wang T, Tsherniak A, Howell S, Marbach D, Hoff B, Norman TC, Airola A, Bivol A, Bunte K, Carlin D, Chopra S, Deran A, Ellrott K, Gopalacharyulu P, Graim K, Kaski S, Khan SA, Newton Y, Ng S, Pahikkala T, Paull E, Sokolov A, Tang H, Tang J, Wennerberg K, Xie Y, Zhan X, Zhu F; Broad-DREAM Community; Aittokallio T, Mamitsuka H, Stuart JM, Boehm JS, Root DE, Xiao G, Stolovitzky G, Hahn WC, Margolin AA. Gönen M, et al. Among authors: mamitsuka h. Cell Syst. 2017 Nov 22;5(5):485-497.e3. doi: 10.1016/j.cels.2017.09.004. Epub 2017 Oct 4. Cell Syst. 2017. PMID: 28988802 Free PMC article.
Discriminative graph embedding for label propagation.
Nguyen CH, Mamitsuka H. Nguyen CH, et al. Among authors: mamitsuka h. IEEE Trans Neural Netw. 2011 Sep;22(9):1395-405. doi: 10.1109/TNN.2011.2160873. Epub 2011 Jul 22. IEEE Trans Neural Netw. 2011. PMID: 21788187
Latent feature kernels for link prediction on sparse graphs.
Nguyen CH, Mamitsuka H. Nguyen CH, et al. Among authors: mamitsuka h. IEEE Trans Neural Netw Learn Syst. 2012 Nov;23(11):1793-804. doi: 10.1109/TNNLS.2012.2215337. IEEE Trans Neural Netw Learn Syst. 2012. PMID: 24808073
Boosted network classifiers for local feature selection.
Hancock T, Mamitsuka H. Hancock T, et al. Among authors: mamitsuka h. IEEE Trans Neural Netw Learn Syst. 2012 Nov;23(11):1767-78. doi: 10.1109/TNNLS.2012.2214057. IEEE Trans Neural Netw Learn Syst. 2012. PMID: 24808071
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen.
Menden MP, Wang D, Mason MJ, Szalai B, Bulusu KC, Guan Y, Yu T, Kang J, Jeon M, Wolfinger R, Nguyen T, Zaslavskiy M; AstraZeneca-Sanger Drug Combination DREAM Consortium; Jang IS, Ghazoui Z, Ahsen ME, Vogel R, Neto EC, Norman T, Tang EKY, Garnett MJ, Veroli GYD, Fawell S, Stolovitzky G, Guinney J, Dry JR, Saez-Rodriguez J. Menden MP, et al. Nat Commun. 2019 Jun 17;10(1):2674. doi: 10.1038/s41467-019-09799-2. Nat Commun. 2019. PMID: 31209238 Free PMC article.
Machine learning approaches for drug combination therapies.
Güvenç Paltun B, Kaski S, Mamitsuka H. Güvenç Paltun B, et al. Among authors: mamitsuka h. Brief Bioinform. 2021 Nov 5;22(6):bbab293. doi: 10.1093/bib/bbab293. Brief Bioinform. 2021. PMID: 34368832 Free PMC article. Review.
117 results