Tuomas Mirtti

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Data Imputation

Histopathology Images

Electronic Health Records

Magnetic Resonance Spectroscopy

Top Venues

Int. J. Medical Informatics

Publications

Abderrahim Oussama Batouche, Eugen Czeizler, Miika Koskinen, Tuomas Mirtti, Antti Sakari Rannikko
Synergizing Data Imputation and Electronic Health Records for Advancing Prostate Cancer Research: Challenges, and Practical Applications. BIOSTEC (2) (2024)
Abderrahim Oussama Batouche, Eugen Czeizler, Miika Koskinen, Tuomas Mirtti, Antti Sakari Rannikko
Synergizing Data Imputation and Electronic Health Records for Advancing Prostate Cancer Research: Challenges, and Practical Applications. CoRR (2023)
Anni S. Halkola, Kaisa Joki, Tuomas Mirtti, Marko M. Mäkelä, Tero Aittokallio, Teemu D. Laajala
OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer. PLoS Comput. Biol. 19 (3) (2023)
Tolou Shadbahr, Michael Roberts, Jan Stanczuk, Julian D. Gilbey, Philip Teare, Sören Dittmer, Matthew Thorpe, Ramón Viñas Torné, Evis Sala, Pietro Lió, Mishal Patel, AIX-COVNET Collaboration, James H. F. Rudd, Tuomas Mirtti, Antti Rannikko, John A. D. Aston, Jing Tang, Carola-Bibiane Schönlieb
Classification of datasets with imputed missing values: does imputation quality matter? CoRR (2022)
Joona Pohjonen, Carolin Stürenberg, Atte Föhr, Esa Pitkänen, Antti Rannikko, Tuomas Mirtti
Exposing and addressing the fragility of neural networks in digital pathology. CoRR (2022)
Joona Pohjonen, Carolin Stürenberg, Antti Rannikko, Tuomas Mirtti, Esa Pitkänen
Training robust deep learning models for medical imaging tasks with spectral decoupling. CoRR (2021)
Mika Murtojärvi, Anni S. Halkola, Antti Airola, Teemu D. Laajala, Tuomas Mirtti, Tero Aittokallio, Tapio Pahikkala
Cost-effective survival prediction for patients with advanced prostate cancer using clinical trial and real-world hospital registry datasets. Int. J. Medical Informatics 133 (2020)
Umair Akhtar Hasan Khan, Carolin Stürenberg, Oguzhan Gencoglu, Kevin Sandeman, Timo Heikkinen, Antti Rannikko, Tuomas Mirtti
Improving Prostate Cancer Detection with Breast Histopathology Images. ECDP (2019)
Umair Akhtar Hasan Khan, Carolin Stürenberg, Oguzhan Gencoglu, Kevin Sandeman, Timo Heikkinen, Antti Rannikko, Tuomas Mirtti
Improving Prostate Cancer Detection with Breast Histopathology Images. CoRR (2019)