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Learning with multiple pairwise kernels for drug bioactivity prediction.
Cichonska A, Pahikkala T, Szedmak S, Julkunen H, Airola A, Heinonen M, Aittokallio T, Rousu J. Cichonska A, et al. Among authors: pahikkala t. Bioinformatics. 2018 Jul 1;34(13):i509-i518. doi: 10.1093/bioinformatics/bty277. Bioinformatics. 2018. PMID: 29949975 Free PMC article.
Toward more realistic drug-target interaction predictions.
Pahikkala T, Airola A, Pietilä S, Shakyawar S, Szwajda A, Tang J, Aittokallio T. Pahikkala T, et al. Brief Bioinform. 2015 Mar;16(2):325-37. doi: 10.1093/bib/bbu010. Epub 2014 Apr 9. Brief Bioinform. 2015. PMID: 24723570 Free PMC article.
Predicting patient acuity from electronic patient records.
Kontio E, Airola A, Pahikkala T, Lundgren-Laine H, Junttila K, Korvenranta H, Salakoski T, Salanterä S. Kontio E, et al. Among authors: pahikkala t. J Biomed Inform. 2014 Oct;51:35-40. doi: 10.1016/j.jbi.2014.04.001. Epub 2014 Apr 12. J Biomed Inform. 2014. PMID: 24726853 Free article.
Regularized machine learning in the genetic prediction of complex traits.
Okser S, Pahikkala T, Airola A, Salakoski T, Ripatti S, Aittokallio T. Okser S, et al. Among authors: pahikkala t. PLoS Genet. 2014 Nov 13;10(11):e1004754. doi: 10.1371/journal.pgen.1004754. eCollection 2014 Nov. PLoS Genet. 2014. PMID: 25393026 Free PMC article. No abstract available.
58 results