Tapio Pahikkala

Toward Standardized Quality Evaluation of Synthetic Health Data for the European Health Data Space (2026)

Communications in Computer and Information Science

Alahäivälä, Aino-Lotta I.; Asuroglu, Tunc; Pajula, Juha; Perez, Ileana Montoya; Pahikkala, Tapio; Airola, Antti

(O2 Muu julkaisu )

Discriminating Chemoresistant and Chemosensitive Tubo‐Ovarian High‐Grade Serous Carcinoma Cells With Raman Microscopy (2026)

Journal of Raman Spectroscopy

Harju, Elina; Movahedi, Parisa; Tomberg, Teemu; Fraser-Miller, Sara J.; Piga, Francesco; Saarinen, Jukka; Sircombe, Kathleen J.; Zini, Jacopo; Heikkonen, Jukka; Laury, Anna; Hook, Sarah; Gordon, Keith C.; Pahikkala, Tapio; Strachan, Clare J.

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Securing deep learning models with differential privacy for cardiovascular disease prediction (2026)

Biomedical Signal Processing and Control

Orabe, Zoher; Vasankari, Antti; Pahikkala, Tapio; Kaisti, Matti; Airola, Antti

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Patient Privacy in Differentially Private Diagnostic Models (2026)

Järv, Priit; Pahikkala, Tapio; Airola, Antti

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Towards Inclusive AI System Development for Disease Risk Prediction: Collecting, Prioritising and Incorporating User Stories from Heterogeneous Stakeholders (2026)

Lecture Notes in Computer Science

Shopland, 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, Tânia; Oliveira, Hélder Filipe; Maceda Garcia, Almudena; Chatzichristos, Christos

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Limited memory bundle DC algorithm for sparse pairwise kernel learning (2025)

Journal of Global Optimization

Karmitsa, Napsu; Joki, Kaisa; Airola, Antti; Pahikkala, Tapio

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Stochastic limited memory bundle algorithm for clustering in big data (2025)

Pattern Recognition

Karmitsa, Napsu; Eronen, Ville-Pekka; Mäkelä, Marko M.; Pahikkala, Tapio; Airola, Antti

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Adoption of the OMOP CDM for Cancer Research: A prostate cancer use-case (2025)

Hatzakis, Manos; Vidakis, Thanos; Montoya Perez, Ileana; Clinckaerts, Andries; Ettala, Otto; Högerman, Mikael; Movahedi, Parisa; Pahikkala, Tapio; Airola, Antti; Everaerts, Wouter; De Vos, Maarten; Chatzichristos, Christos

(Abstrakti)

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 (2025)

Clinica Chimica Acta

Khan, Md. Ferdhos L.; Perez, Ileana M.; Kekki, Henna; Taimen, Pekka; Boström, Peter J.; Jambor, Ivan; Ettala, Otto; Pahikkala, Tapio; Pettersson, Kim

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Response to Letter by Dehaene et al. on Synthetic Discovery is not only a Problem of Differentially Private Synthetic Data (2025)

Methods of Information in Medicine

Montoya Perez, Ileana; Movahedi, Parisa; Nieminen, Valtteri; Airola, Antti; Pahikkala, Tapio

(B1 Vertaisarvioimaton kirjoitus tieteellisessä lehdessä )

Tapio

Pahikkala

Ota yhteyttä

Linkit

Julkaisut

Järjestä:

Toward Standardized Quality Evaluation of Synthetic Health Data for the European Health Data Space (2026)

Discriminating Chemoresistant and Chemosensitive Tubo‐Ovarian High‐Grade Serous Carcinoma Cells With Raman Microscopy (2026)

Securing deep learning models with differential privacy for cardiovascular disease prediction (2026)

Patient Privacy in Differentially Private Diagnostic Models (2026)

Towards Inclusive AI System Development for Disease Risk Prediction: Collecting, Prioritising and Incorporating User Stories from Heterogeneous Stakeholders (2026)

Limited memory bundle DC algorithm for sparse pairwise kernel learning (2025)

Stochastic limited memory bundle algorithm for clustering in big data (2025)

Adoption of the OMOP CDM for Cancer Research: A prostate cancer use-case (2025)

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 (2025)

Response to Letter by Dehaene et al. on Synthetic Discovery is not only a Problem of Differentially Private Synthetic Data (2025)