Pekka Ruusuvuori
pekka.ruusuvuori@utu.fi +358 29 450 2132 +358 50 472 1830 Kiinamyllynkatu 10 Turku |
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- A systematic approach to study the effects of acquisition parameters and biological factors on computerized mammography analysis using ex vivo human tissue: A protocol description (2025)
- PLoS ONE
- Development and retrospective validation of an artificial intelligence system for diagnostic assessment of prostate biopsies: study protocol (2025)
- BMJ Open
- Digitalization of pathology in a multicenter setup: A user experience study and comparison of two alternative implementation strategies (2025)
- Pathology - Research and Practice
- Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence–Assisted Cancer Diagnosis (2025)
- Modern Pathology
- Improving performance in colorectal cancer histology decomposition using deep and ensemble machine learning (2024)
- Heliyon
- Obesity-induced changes in perivascular adipose tissue fibroblasts in a mouse model of atherosclerosis (2024)
- European Journal of Immunology
- Platinum-based drugs induce phenotypic alterations in nucleoli and Cajal bodies in prostate cancer cells (2024)
- Cancer Cell International
- The ACROBAT 2022 Challenge : Automatic Registration Of Breast Cancer Tissue (2024)
- Medical Image Analysis
- Virtuaalimaailma histologian oppimisen tukena (2024)
- Yliopistopedagogiikka
- Virtuaalivärjäys mahdollistaa ympäristöystävällisempää histologiaa kemikaaleja vähentämällä (2024)
- Duodecim
- Virtual staining for histology by deep learning (2024)
- Trends in Biotechnology
- Volumetric analysis of the terminal ductal lobular unit architecture and cell phenotypes in the human breast (2024)
- Cell Reports
- A Multi-Stain Breast Cancer Histological Whole-Slide-Image Data Set from Routine Diagnostics (2023)
- Scientific Data
- Deep Learning-Based Image Analysis of Liver Steatosis in Mouse Models (2023)
- American Journal of Pathology
- Deep learning transforms colorectal cancer biomarker prediction from histopathology images (2023)
- Cancer Cell
- Deformation equivariant cross-modality image synthesis with paired non-aligned training data (2023)
- Medical Image Analysis
- Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer (2023)
- PLoS ONE
- Genomic characterization of IDH-mutant astrocytoma progression to grade 4 in the treatment setting (2023)
- Acta Neuropathologica Communications
- Improved accuracy in colorectal cancer tissue decomposition through refinement of established deep learning solutions (2023)
- Scientific Reports
- Interobserver reproducibility of cribriform cancer in prostate needle biopsies and validation of International Society of Urological Pathology criteria (2023)
- Histopathology
UTU Research Portal