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Tapio Pahikkala

university of turku

36H-index
237Paper Count
6.0KCitation Count
Published Papers 67
Publication Date
Towards Inclusive AI System Development for Disease Risk Prediction: Collecting, Prioritising and Incorporating User Stories from Heterogeneous Stakeholders
err2026-01-01
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PREAI
errShopland, Nicholas; Burton, Andrew; Brown, David J.; Mahmud, Mufti; Rahman, Muhammad Arifur; Baldwin, David R.; Airola, Antti; Pahikkala, Tapio; Kontio, Elina; Salmi, Jussi; Ferreira, Carlos Alexandre; Pereira, Tania; Oliveira, Helder Filipe; Maceda Garcia, Almudena; Chatzichristos, Christos
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Securing deep learning models with differential privacy for cardiovascular disease prediction
err2025-09-01
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errOAAI
errZoher Orabe; Antti Vasankari; Tapio Pahikkala; Matti Kaisti; Antti Airola
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Towards practical federated learning and evaluation for medical prediction models
err2025-07-18
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PREAI
errAndrei Kazlouski; Ileana Montoya Perez; Faiza Noor; Mikael Högerman; Otto Ettala; Tapio Pahikkala; Antti Airola
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Improved diagnostic performance of a phage display antibody-assisted intact free PSA assay as used in the four kallikrein concept applied to the IMPROD/multi-IMPROD study
err2025-06-28
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errOAAI
errMd. Ferdhos L. Khan; Ileana M. Perez; Henna Kekki; Pekka Taimen; Peter J. Boström; Ivan Jambor; Otto Ettala; Tapio Pahikkala; Kim Pettersson
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Stochastic limited memory bundle algorithm for clustering in big data
err2025-04-24
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errOAAI
errKarmitsa, Napsu; Eronen, Ville-Pekka; Maekelae, Marko M.; Pahikkala, Tapio; Airola, Antti
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Targeted and Untargeted Amine Metabolite Quantitation in Single Cells with Isobaric Multiplexing
err2024-11-10
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errOAAI
errHeininen, Juho; Movahedi, Parisa; Kotiaho, Tapio; Kostiainen, Risto; Pahikkala, Tapio; Teppo, Jaakko
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Benchmarking Evaluation Protocols for Classifiers Trained on Differentially Private Synthetic Data
err2024-01-01
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errOAAI
errMovahedi, Parisa; Nieminen, Valtteri; Perez, Ileana Montoya; Daafane, Hiba; Sukhwal, Dishant; Pahikkala, Tapio; Airola, Antti
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Budget-Based Classification of Parkinson's Disease From Resting State EEG
err2023-08-01
err13
errOAAI
errSuuronen, Ilkka; Airola, Antti; Pahikkala, Tapio; Murtojarvi, Mika; Kaasinen, Valtteri; Railo, Henry
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Generalized vec trick for fast learning of pairwise kernel models
err2022-01-28
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errOAAI
errViljanen, Markus; Airola, Antti; Pahikkala, Tapio
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Adaptive risk prediction system with incremental and transfer learning
err2021-11-01
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errOAAI
errKoivu, Aki; Sairanen, Mikko; Airola, Antti; Pahikkala, Tapio; Leung, Wing-cheong; Lo, Tsz-kin; Sahota, Daljit Singh
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Detection of Prostate Cancer Using Biparametric Prostate MRI, Radiomics, and Kallikreins: A Retrospective Multicenter Study of Men With a Clinical Suspicion of Prostate Cancer
err2021-07-05
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errOAAI
errMontoya Perez, Ileana; Merisaari, Harri; Jambor, Ivan; Ettala, Otto; Taimen, Pekka; Knaapila, Juha; Kekki, Henna; Khan, Ferdhos L.; Syrjala, Elise; Steiner, Aida; Syvanen, Kari T.; Verho, Janne; Seppanen, Marjo; Rannikko, Antti; Riikonen, Jarno; Mirtti, Tuomas; Lamminen, Tarja; Saunavaara, Jani; Falagario, Ugo; Martini, Alberto; Pahikkala, Tapio; Pettersson, Kim; Bostrom, Peter J.; Aronen, Hannu J.
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Negative Predictive Value of Biparametric Prostate Magnetic Resonance Imaging in Excluding Significant Prostate Cancer: A Pooled Data Analysis Based on Clinical Data from Four Prospective, Registered Studies
err2021-05-01
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PREAI
errKnaapila, Juha; Jambor, Ivan; Ettala, Otto; Taimen, Pekka; Verho, Janne; Perez, Ileana Montoya; Kiviniemi, Aida; Pahikkala, Tapio; Merisaari, Harri; Lamminen, Tarja; Saunavaara, Jani; Aronen, Hannu J.; Syvanen, Kari T.; Bostrom, Peter J.
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Effect of oat β-glucan of different molecular weights on fecal bile acids, urine metabolites and pressure in the digestive tract - A human cross over trial
err2021-04-01
err13
PREAI
errHakkola, Salla; Nylund, Lotta; Rosa-Sibakov, Natalia; Yang, Baoru; Nordlund, Emilia; Pahikkala, Tapio; Kalliomaki, Marko; Aura, Anna-Marja; Linderborg, Kaisa M.
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A Resource Management Model for Distributed Multi-Task Applications in Fog Computing Networks
err2021-01-01
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errOAAI
errHosseinpour, Farhoud; Naebi, Ahmad; Virtanen, Seppo; Pahikkala, Tapio; Tenhunen, Hannu; Plosila, Juha
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Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects
err2020-12-01
err61
errOAAI
errJulkunen, Heli; Cichonska, Anna; Gautam, Prson; Szedmak, Sandor; Douat, Jane; Pahikkala, Tapio; Aittokallio, Tero; Rousu, Juho
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GeFeS: A generalized wrapper feature selection approach for optimizing classification performance
err2020-10-01
err44
PREAI
errSahebi, Golnaz; Movahedi, Parisa; Ebrahimi, Masoumeh; Pahikkala, Tapio; Plosila, Juha; Tenhunen, Hannu
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Prebiopsy IMPROD Biparametric Magnetic Resonance Imaging Combined with Prostate-Specific Antigen Density in the Diagnosis of Prostate Cancer: An External Validation Study
err2020-10-01
err22
PREAI
errKnaapila, Juha; Jambor, Ivan; Perez, Ileana Montoya; Ettala, Otto; Taimen, Pekka; Verho, Janne; Kiviniemi, Aida; Pahikkala, Tapio; Merisaari, Harri; Lamminen, Tarja; Saunavaara, Jani; Aronen, Hannu J.; Syvanen, Kari T.; Bostrom, Peter J.
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Prediction of prostate cancer aggressiveness using 18F-Fluciclovine (FACBC) PET and multisequence multiparametric MRI
err2020-06-10
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errOAAI
errMovahedi, Parisa; Merisaari, Harri; Perez, Ileana Montoya; Taimen, Pekka; Kemppainen, Jukka; Kuisma, Anna; Eskola, Olli; Teuho, Jarmo; Saunavaara, Jani; Pesola, Marko; Kahkonen, Esa; Ettala, Otto; Liimatainen, Timo; Pahikkala, Tapio; Bostrom, Peter; Aronen, Hannu; Minn, Heikki; Jambor, Ivan
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Effect of processing of bovine milk on gastrointestinal symptoms and intestinal pressure in sensitive individuals
err2020-06-10
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errOAAI
errNuora, Anu; Tupasela, Tuomo; Jokioja, Johanna; Tahvonen, Raija; Kallio, Heikki; Yang, Baoru; Rokka, Susanna; Marnila, Perth; Makela, Petri; Pohjankukka, Jonne; Pahikkala, Tapio; Viitanen, Matti; Linderborg, Kaisa
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Towards dynamic forest trafficability prediction using open spatial data, hydrological modelling and sensor technology
err2020-05-21
err31
PREAI
errSalmivaara, Aura; Launiainen, Samuli; Perttunen, Jari; Nevalainen, Paavo; Pohjankukka, Jonne; Ala-Ilomaki, Jari; Siren, Matti; Lauren, Ari; Tuominen, Sakari; Uusitalo, Jori; Pahikkala, Tapio; Heikkonen, Jukka; Finer, Leena
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