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Author Details

Antti Airola
University of Turku
2008
26
12
PMIDPaper TitleJournal TitlePublished Year
37018586Budget-Based Classification of Parkinson's Disease From Resting State EEG.IEEE J Biomed Health Inform2023
37673557Domain randomization using synthetic electrocardiograms for training neural networks.Artif Intell Med2023
35442214Machine Learning Approach for Preterm Birth Prediction Using Health Records: Systematic Review.JMIR Med Inform2022
34571438Adaptive risk prediction system with incremental and transfer learning.Comput Biol Med2021
30329015Algebraic shortcuts for leave-one-out cross-validation in supervised network inference.Brief Bioinform2020
31783311Cost-effective survival prediction for patients with advanced prostate cancer using clinical trial and real-world hospital registry datasets.Int J Med Inform2020
32885818Synthetic minority oversampling of vital statistics data with generative adversarial networks.J Am Med Inform Assoc2020
31588660Prostate 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.J Magn Reson Imaging2020
30126322Tournament leave-pair-out cross-validation for receiver operating characteristic analysis.Stat Methods Med Res2019
28783645Fast Kronecker Product Kernel Methods via Generalized Vec Trick.IEEE Trans Neural Netw Learn Syst2018
29949975Learning with multiple pairwise kernels for drug bioactivity prediction.Bioinformatics2018
29894652A Comparative Study of Pairwise Learning Methods Based on Kernel Ridge Regression.Neural Comput2018
27864015Prediction 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.Lancet Oncol2017
28988802A Community Challenge for Inferring Genetic Predictors of Gene Essentialities through Analysis of a Functional Screen of Cancer Cell Lines.Cell Syst2017
28764102Assessment of metal ion concentration in water with structured feature selection.Chemosphere2017
28787438Computational-experimental approach to drug-target interaction mapping: A case study on kinase inhibitors.PLoS Comput Biol2017
26900011Comparison of automatic summarisation methods for clinical free text notes.Artif Intell Med2016
27362289Circulating Cytokines Predict the Development of Insulin Resistance in a Prospective Finnish Population Cohort.J Clin Endocrinol Metab2016
24723570Toward more realistic drug-target interaction predictions.Brief Bioinform2015
24726853Predicting patient acuity from electronic patient records.J Biomed Inform2014
26357052Identification of Functionally Related Enzymes by Learning-to-Rank Methods.IEEE/ACM Trans Comput Biol Bioinform2014
25393026Regularized machine learning in the genetic prediction of complex traits.PLoS Genet2014
24680097Statistical parsing of varieties of clinical Finnish.Artif Intell Med2014
22551170Wrapper-based selection of genetic features in genome-wide association studies through fast matrix operations.Algorithms Mol Biol2012
18426551Comparative analysis of five protein-protein interaction corpora.BMC Bioinformatics2008
19025688All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning.BMC Bioinformatics2008
  • 1 - 26 of 26

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Collaborators

Tapio Pahikkala
University of Turku
Co-authored papers 22
Tero Aittokallio
Institute for Molecular Medicine Finland (FIMM), University of Helsinki
Co-authored papers 8
Tapio Salakoski
University of Turku
Co-authored papers 8
Filip Ginter
University of Turku
Co-authored papers 3
Sanna Salanter??
60654University of Turku
Co-authored papers 3
Gustavo Stolovitzky
IBM T.J. Watson Research Center
Co-authored papers 2
Jari Bj??rne
University of Turku
Co-authored papers 2
Peddinti Gopalacharyulu
Technical Research Centre of Finland
Co-authored papers 2
Krister Wennerberg
University of Copenhagen
Co-authored papers 2
Yang Xie
Quantitative Biomedical Research Center
Co-authored papers 2
Suleiman A Khan
Helsinki Institute for Information Technology (HIIT), Aalto University
Co-authored papers 2
Tao Wang
University of Texas Southwestern Medical Center
Co-authored papers 2
Jing Tang
University of Helsinki
Co-authored papers 2
Thea Norman
Bill & Melinda Gates Foundation
Co-authored papers 2
Guanghua Xiao
The University of Texas Southwestern Medical Center
Co-authored papers 1
Olli T Raitakari
Co-authored papers 1
Masayuki Karasuyama
Nagoya Institute of Technology
Co-authored papers 1
Alden Deran
University of California Santa Cruz
Co-authored papers 1
Jesse S Boehm
Broad Institute of Harvard and MIT
Co-authored papers 1
Sirpa Jalkanen
Co-authored papers 1
Yuanfang Guan
University of Michigan ann arbor
Co-authored papers 1
Vladislav Uzunangelov
University of California
Co-authored papers 1
Elias Chaibub Neto
University of Wisconsin-Madison.
Co-authored papers 1
Barbara A Weir
Janssen Research and Development LLC
Co-authored papers 1
Daniel Marbach
Roche Pharma Research and Early Development
Co-authored papers 1
Thomas Yu
Co-authored papers 1
Samuel Kaski
Aalto University
Co-authored papers 1
Adrian Bivol
University of California
Co-authored papers 1
Joshua M Stuart
University of California at Santa Cruz
Co-authored papers 1
Marko Salmi
Co-authored papers 1
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