Pekka Ruusuvuori

Joined

April 2018

Names

Pekka Ruusuvuori

Emails

****@tut.fi (Confirmed)

****@utu.fi (Confirmed)

Personal Links

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DBLP

ORCID

Career & Education History

Associate Professor

University of Turku (utu.fi)

2023 – 2025

Assistant Professor

University of Turku (utu.fi)

2019 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

2017 – 2025

computational pathology

2015 – 2025

machine learning

2010 – 2025

bioimage informatics

2010 – 2025

Publications

Foundation Models - A Panacea for Artificial Intelligence in Pathology?
Nita Mulliqi, Anders Blilie, Xiaoyi Ji, Kelvin Szolnoky, Henrik Olsson, Sol Erika Boman, Matteo Titus, Geraldine Martinez Gonzalez, Julia Anna Mielcarz, Masi Valkonen, Einar Gudlaugsson, Svein Reidar Kjosavik, José Asenjo, Marcello Gambacorta, Paolo Libretti, Marcin Braun, Radzislaw Kordek, Roman Lowicki, Kristina Hotakainen, Päivi Väre et al. (11 additional authors not shown)
- CoRR 2025
- Readers: Everyone
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue
Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini et al. (21 additional authors not shown)
- Medical Image Anal. 2024
- Readers: Everyone
Deformation equivariant cross-modality image synthesis with paired non-aligned training data
Joel Honkamaa, Umair Khan, Sonja Koivukoski, Mira Valkonen, Leena Latonen, Pekka Ruusuvuori, Pekka Marttinen
- Medical Image Anal. 2023
- Readers: Everyone
The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility
Umair Khan, Sonja Koivukoski, Mira Valkonen, Leena Latonen, Pekka Ruusuvuori
- Patterns 2023
- Readers: Everyone
Improving Performance in Colorectal Cancer Histology Decomposition using Deep and Ensemble Machine Learning
Fabi Prezja, Leevi Annala, Sampsa Kiiskinen, Suvi Lahtinen, Timo Ojala, Pekka Ruusuvuori, Teijo Kuopio
- CoRR 2023
- Readers: Everyone
Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence Assisted Cancer Diagnosis
Xiaoyi Ji, Richard Salmon, Nita Mulliqi, Umair Khan, Yinxi Wang, Anders Blilie, Henrik Olsson, Bodil Ginnerup Pedersen, Karina Dalsgaard Sørensen, Benedicte Parm Ulhøi, Svein Reidar Kjosavik, Emilius A. M. Janssen, Mattias Rantalainen, Lars Egevad, Pekka Ruusuvuori, Martin Eklund, Kimmo Kartasalo
- CoRR 2023
- Readers: Everyone
The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue
Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini et al. (21 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 12 Nov 2023
- CoRR 2023
- Readers: Everyone
ACROBAT - Automatic Registration of Breast Cancer Tissue
Philippe Weitz, Masi Valkonen, Leslie Solorzano, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen
- 08 May 2022 (modified: 05 May 2023)
- WBIR 2022 Short
- Readers: Everyone
A Python application programming interface for accessing Philips iSyntax whole slide images for computational pathology
Nita Mulliqi, Kimmo Kartasalo, Henrik Olsson, Xiaoyi Ji, Lars Egevad, Martin Eklund, Pekka Ruusuvuori
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
Physical Color Calibration of Digital Pathology Scanners for Deep Learning Based Diagnosis of Prostate Cancer
Xiaoyi Ji, Richard Salmon, Nita Mulliqi, Henrik Olsson, Lars Egevad, Pekka Ruusuvuori, Martin Eklund, Kimmo Kartasalo
- Published: 09 May 2022, Last Modified: 15 Feb 2026
- MIDL 2022 Short Papers
- Readers: Everyone

View all 51 publications

Co-Authors

View all 215 co-authors