Anni Halkola - UTU Research Portal

Anni Halkola

ansuha@utu.fi

Publications

OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer (2023)
- PLoS Computational Biology
Halkola Anni S., Joki Kaisa, Mirtti Tuomas, Mäkelä Marko M., Aittokallio Tero, Laajala Teemu D.
(Refereed journal article or data article (A1))
Mathematical modelling and survival prediction in cancer (2022) Halkola Anni S.
(Doctoral dissertation (article) (G5))
Tumor microenvironment as a metapopulation model: The effects of angiogenesis, emigration and treatment modalities (2022)
- Journal of Theoretical Biology
Halkola Anni S, Aittokallio Tero, Parvinen Kalle
(Refereed journal article or data article (A1))
Cost-effective survival prediction for patients with advanced prostate cancer using clinical trial and real-world hospital registry datasets (2020)
- International Journal of Medical Informatics
Mika Murtojärvi, Anni S. Halkola, Antti Airola, Teemu D. Laajala, Tuomas Mirtti, Tero Aittokallio, Tapio Pahikkala
(Refereed journal article or data article (A1))
Modelling of killer T-cell and cancer cell subpopulation dynamics under immuno- and chemotherapies (2020)
- Journal of Theoretical Biology
Anni S. Halkola, Kalle Parvinen, Hanna Kasanen, Satu Mustjoki, Tero Aittokallio
(Refereed journal article or data article (A1))