Pekka Ruusuvuori
pekka.ruusuvuori@utu.fi +358 29 450 2132 +358 50 472 1830 Kiinamyllynkatu 10 Turku |
Publications 
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- Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence–Assisted Cancer Diagnosis (2025)
- Modern Pathology
(A1 Refereed original research article in a scientific journal) - Improving performance in colorectal cancer histology decomposition using deep and ensemble machine learning (2024)
- Heliyon
(A1 Refereed original research article in a scientific journal) - Obesity-induced changes in perivascular adipose tissue fibroblasts in a mouse model of atherosclerosis (2024)
- European Journal of Immunology
(Abstract) - Platinum-based drugs induce phenotypic alterations in nucleoli and Cajal bodies in prostate cancer cells (2024)
- Cancer Cell International
(A1 Refereed original research article in a scientific journal) - The ACROBAT 2022 Challenge : Automatic Registration Of Breast Cancer Tissue (2024)
- Medical Image Analysis
(A1 Refereed original research article in a scientific journal) - Virtuaalimaailma histologian oppimisen tukena (2024)
- Yliopistopedagogiikka
(B1 Non-refereed article in a scientific journal) - Virtuaalivärjäys mahdollistaa ympäristöystävällisempää histologiaa kemikaaleja vähentämällä (2024)
- Duodecim
(A2 Refereed review article in a scientific journal ) - Virtual staining for histology by deep learning (2024)
- Trends in Biotechnology
(A2 Refereed review article in a scientific journal ) - Volumetric analysis of the terminal ductal lobular unit architecture and cell phenotypes in the human breast (2024)
- Cell Reports
(A1 Refereed original research article in a scientific journal) - A Multi-Stain Breast Cancer Histological Whole-Slide-Image Data Set from Routine Diagnostics (2023)
- Scientific Data
(A1 Refereed original research article in a scientific journal) - Deep Learning-Based Image Analysis of Liver Steatosis in Mouse Models (2023)
- American Journal of Pathology
(A1 Refereed original research article in a scientific journal) - Deep learning transforms colorectal cancer biomarker prediction from histopathology images (2023)
- Cancer Cell
(B1 Non-refereed article in a scientific journal) - Deformation equivariant cross-modality image synthesis with paired non-aligned training data (2023)
- Medical Image Analysis
(A1 Refereed original research article in a scientific journal) - Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer (2023)
- PLoS ONE
(A1 Refereed original research article in a scientific journal) - Genomic characterization of IDH-mutant astrocytoma progression to grade 4 in the treatment setting (2023)
- Acta Neuropathologica Communications
(A1 Refereed original research article in a scientific journal) - Improved accuracy in colorectal cancer tissue decomposition through refinement of established deep learning solutions (2023)
- Scientific Reports
(A1 Refereed original research article in a scientific journal) - Interobserver reproducibility of cribriform cancer in prostate needle biopsies and validation of International Society of Urological Pathology criteria (2023)
- Histopathology
(A1 Refereed original research article in a scientific journal) - STAGETOOL, a Novel Automated Approach for Mouse Testis Histological Analysis (2023)
- Endocrinology
(A1 Refereed original research article in a scientific journal) - The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility (2023)
- Patterns
(A1 Refereed original research article in a scientific journal) - Unstained Tissue Imaging and Virtual Hematoxylin and Eosin Staining of Histologic Whole Slide Images (2023)
- Laboratory Investigation
(A1 Refereed original research article in a scientific journal)
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