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Prostate Cancer Risk Stratification in Men With a Clinical Suspicion of Prostate Cancer Using a Unique Biparametric MRI and Expression of 11 Genes in Apparently Benign Tissue: Evaluation Using Machine-Learning Techniques.
Montoya Perez I, Jambor I, Pahikkala T, Airola A, Merisaari H, Saunavaara J, Alinezhad S, Väänänen RM, Tallgrén T, Verho J, Kiviniemi A, Ettala O, Knaapila J, Syvänen KT, Kallajoki M, Vainio P, Aronen HJ, Pettersson K, Boström PJ, Taimen P. Montoya Perez I, et al. Among authors: airola a. J Magn Reson Imaging. 2020 May;51(5):1540-1553. doi: 10.1002/jmri.26945. Epub 2019 Oct 6. J Magn Reson Imaging. 2020. PMID: 31588660 Clinical Trial.
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: airola a. 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.
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: airola a. Bioinformatics. 2018 Jul 1;34(13):i509-i518. doi: 10.1093/bioinformatics/bty277. Bioinformatics. 2018. PMID: 29949975 Free PMC article.
29 results