Anni Halkola - UTU Research Portal

Anni Halkola

Applied mathematics (Department of Mathematics and Statistics)

ansuha@utu.fi

A community challenge to predict clinical outcomes after immune checkpoint blockade in non-small cell lung cancer (2024)
- Journal of Translational Medicine
Mason Mike, Lapuente-Santana Óscar, Halkola Anni S., Wang Wenyu, Mall Raghvendra, Xiao Xu, Kaufman Jacob, Fu Jingxin, Pfeil Jacob, Banerjee Jineta, Chung Verena, Chang Han, Chasalow Scott D., Lin Hung Ying, Chai Rongrong, Yu Thomas, Finotello Francesca, Mirtti Tuomas, Mäyränpää Mikko I., Bao Jie, Verschuren Emmy W., Ahmed Eiman I., Ceccarelli Michele, Miller Lance D., Monaco Gianni, Hendrickx Wouter R. L., Sherif Shimaa, Yang Lin, Tang Ming, Gu Shengqing Stan, Zhang Wubing, Zhang Yi, Zeng Zexian, Das Sahu Avinash, Liu Yang, Yang Wenxian, Bedognetti Davide, Tang Jing, Eduati Federica, Laajala Teemu D., Geese William J., Guinney Justin, Szustakowski Joseph D., Vincent Benjamin G., Carbone David P.
A harmonized resource of integrated prostate cancer clinical, -omic, and signature features (2023)
- Scientific Data
Laajala Teemu D., Sreekanth Varsha, Soupir Alex C., Creed Jordan H., Halkola Anni S., Calboli Federico C. F., Singaravelu Kalaimathy, Orman Michael V., Colin-Leitzinger Christelle, Gerke Travis, Fridley Brooke L., Tyekucheva Svitlana, Costello James C.
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.
Mathematical modelling and survival prediction in cancer (2022) Halkola Anni S.
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
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
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