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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. Among authors: airola a. 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: airola a. 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: 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.
Identification of Functionally Related Enzymes by Learning-to-Rank Methods.
Stock M, Fober T, Hüllermeier E, Glinca S, Klebe G, Pahikkala T, Airola A, De Baets B, Waegeman W. Stock M, et al. Among authors: airola a. IEEE/ACM Trans Comput Biol Bioinform. 2014 Nov-Dec;11(6):1157-69. doi: 10.1109/TCBB.2014.2338308. IEEE/ACM Trans Comput Biol Bioinform. 2014. PMID: 26357052
Comparison of automatic summarisation methods for clinical free text notes.
Moen H, Peltonen LM, Heimonen J, Airola A, Pahikkala T, Salakoski T, Salanterä S. Moen H, et al. Among authors: airola a. Artif Intell Med. 2016 Feb;67:25-37. doi: 10.1016/j.artmed.2016.01.003. Epub 2016 Jan 21. Artif Intell Med. 2016. PMID: 26900011 Free article.
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data.
Guinney J, Wang T, Laajala TD, Winner KK, Bare JC, Neto EC, Khan SA, Peddinti G, Airola A, Pahikkala T, Mirtti T, Yu T, Bot BM, Shen L, Abdallah K, Norman T, Friend S, Stolovitzky G, Soule H, Sweeney CJ, Ryan CJ, Scher HI, Sartor O, Xie Y, Aittokallio T, Zhou FL, Costello JC; Prostate Cancer Challenge DREAM Community. Guinney J, et al. Among authors: airola a. Lancet Oncol. 2017 Jan;18(1):132-142. doi: 10.1016/S1470-2045(16)30560-5. Epub 2016 Nov 16. Lancet Oncol. 2017. PMID: 27864015 Free PMC article. Clinical Trial.
29 results