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Conference and Workshop Papers
- 2024
[c3]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: 77-86- 2023
- [c2]Wei Sun, Shaoxiong Ji, Tuulia Denti, Hans Moen, Oleg Kerro, Antti Rannikko, Pekka Marttinen, Miika Koskinen:
Weak Supervision and Clustering-Based Sample Selection for Clinical Named Entity Recognition. ECML/PKDD (6) 2023: 444-459 - 2019
- [c1]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: 91-99
Informal and Other Publications
- 2024
- [i6]Joona Pohjonen, Abderrahim Oussama Batouche, Antti Rannikko, Kevin Sandeman, Andrew Erickson, Esa Pitkänen, Tuomas Mirtti:
HistoEncoder: a digital pathology foundation model for prostate cancer. CoRR abs/2411.11458 (2024) - 2023
- [i5]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 abs/2311.02086 (2023) - 2022
- [i4]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 abs/2206.08478 (2022) - [i3]Joona Pohjonen, Carolin Stürenberg, Atte Föhr, Esa Pitkänen, Antti Rannikko, Tuomas Mirtti:
Exposing and addressing the fragility of neural networks in digital pathology. CoRR abs/2206.15274 (2022) - 2021
- [i2]Joona Pohjonen, Carolin Stürenberg, Antti Rannikko, Tuomas Mirtti, Esa Pitkänen:
Training robust deep learning models for medical imaging tasks with spectral decoupling. CoRR abs/2103.17171 (2021) - 2019
- [i1]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 abs/1903.05769 (2019)
Coauthor Index
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