Assistant Professor
Tapio Pahikkala

Assistant professor, Computer Science (Department of Future Technologies)
Adjunct professor, Computer Science (Department of Future Technologies)

aatapa@utu.fi
+358 2 333 8565
Vesilinnantie 5
Turku





Publications
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Effect of homogenised and pasteurised versus native cows' milk on gastrointestinal symptoms, intestinal pressure and postprandial lipid metabolism (2018)
International Dairy Journal
Analytical Chemistry
Nuora A, Tupasela T, Tahvonen R, Rokka S, Marnila P, Viitanen M, Makela P, Pohjankukka J, Pahikkala T, Yang BR, Kallio H, Linderborg K
(A1 Journal article – refereed)

A/B-Test of Retention and Monetization Using the Cox Model (2017)
Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
(A4 Article in conference proceedings)

A community challenge for inferring genetic predictors of gene essentialities through analysis of a functional screen of cancer cell lines (2017)
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, Aittokallio T, Mamitsuka H, Stuart JM, Boehm JS, Root DE, Xiao G, Stolovitzky G, Hahn WC, Margolin AA
(A1 Journal article – refereed)

Assessment of metal ion concentration in water with structured feature selection (2017)
Chemosphere
Naula P, Airola A, Pihlasalo S, Perez IM, Salakoski T, Pahikkala T
(A1 Journal article – refereed)

Automated quantification of Reuters news using a receiver operating characteristic curve analysis: The Western media image of China (2017)
Aukia Jukka, Heimonen Juho, Pahikkala Tapio, Salakoski Tapio
(A1 Journal article – refereed)

Computational-experimental approach to drug-target interaction mapping: A case study on kinase inhibitors (2017)
PLoS Computational Biology
Cichonska A, Ravikumar B, Parri E, Timonen S, Pahikkala T, Airola A, Wennerberg K, Rousu J, Aittokallio T
(A1 Journal article – refereed)

Diffusion Weighted Imaging of Prostate Cancer: Prediction of Cancer using Texture Features from Parametric Maps of the Monoexponential and Kurtosis functions (2017)
Ileana Montoya Perez, Jussi Toivonen, Parisa Movahedi, Harri Merisaari, Marko Pesola, Pekka Taimen, Peter J. Boström, Aida Kiviniemi, Hannu J. Aronen, Tapio Pahikkala, Ivan Jambor
(A4 Article in conference proceedings)

Estimating the prediction performance of spatial models via spatial k-fold cross validation (2017)
International Journal of Geographical Information Science
Pohjankukka J, Pahikkala T, Nevalainen P, Heikkonen J
(A1 Journal article – refereed)

Estimating the Rut Depth by UAV Photogrammetry (2017)
Remote Sensing
Paavo Nevalainen, Aura Salmivaara, Jari Ala-Ilomäki, Samuli Launiainen, Juuso Hiedanpää, Leena Finér, Tapio Pahikkala, Jukka Heikkonen
(A1 Journal article – refereed)

Fast Kronecker Product Kernel Methods via Generalized Vec Trick (2017)
IEEE Transactions on Neural Networks and Learning Systems
Airola A, Pahikkala T
(A1 Journal article – refereed)

Fitting methods for intravoxel incoherent motion imaging of prostate cancer on region of interest level: Repeatability and gleason score prediction (2017)
Magnetic Resonance in Medicine
Harri Merisaari, Parisa Movahedi, Ileana M. Perez, Jussi Toivonen, Marko Pesola, Pekka Taimen, Peter J. Boström, Tapio Pahikkala, Aida Kiviniemi, Hannu J. Aronen, Ivan Jambor
(A1 Journal article – refereed)

HiCH: Hierarchical Fog-Assisted Computing Architecture for Healthcare IoT (2017)
ACM Transactions in Embedded Computing Systems
Azimi I, Anzanpour A, Rahmani AM, Pahikkala T, Levorato M, Liljeberg P, Dutt N
(A1 Journal article – refereed)

How engineers perceive the importance of ethics in Finland (2017)
European Journal of Engineering Education
Ville Taajamaa, Anne-Maarit Majanoja, Diana Bairaktarova, Antti Airola, Tapio Pahikkala, Erkki Sutinen
(A1 Journal article – refereed)

Luminometric Label Array for Counting and Differentiation of Bacteria (2017)
Milla Högmander, Catherine J. Paul, Sandy Chan, Elina Hokkanen, Ville Eskonen, Tapio Pahikkala, Sari Pihlasalo
(A1 Journal article – refereed)

Playtime Measurement with Survival Analysis (2017)
IEEE Transactions on Computational Intelligence and AI in Games
Markus Viljanen, Antti Airola, Jukka Heikkonen, Tapio Pahikkala
(A1 Journal article – refereed)

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 (2017)
Lancet Oncology
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, and the Prostate Cancer Challenge DREAM CommunityA1 Journal article – refereed

Switching maintenance infliximab therapy to biosimilar infliximab in inflammatory bowel disease patients (2017)
Scandinavian Journal of Gastroenterology
Eberl A., Huoponen S., Pahikkala T., Blom M., Arkkila P., Sipponen T.
(A1 Journal article – refereed)

Triangular Curvature Approximation of Surfaces: Filtering the Spurious Mode (2017)
Paavo Nevalainen, Ivan Jambor, Jonne Pohjankukka, Jukka Heikkonen and Tapio Pahikkala
(A4 Article in conference proceedings)

Circulating Cytokines Predict the Development of Insulin Resistance in a Prospective Finnish Population Cohort (2016)
Journal of Clinical Endocrinology and Metabolism
Santalahti K, Maksimow M, Airola A, Pahikkala T, Hutri-Kähönen N, Jalkanen S, Raitakari OT, Salmi M
(A1 Journal article – refereed)

Comparison of automatic summarisation methods for clinical free text notes (2016)
Artificial Intelligence in Medicine
Hans Moen, Laura-Maria Peltonen, Juho Heimonen, Antti Airola, Tapio Pahikkala, Tapio Salakoski, Sanna Salanterä
(A1 Journal article – refereed)




Last updated on 2018-30-01 at 12:35