Pekka Ruusuvuori
pekka.ruusuvuori@utu.fi +358 29 450 2132 +358 50 472 1830 Kiinamyllynkatu 10 Turku |
Publications
- Platinum-based drugs induce phenotypic alterations in nucleoli and Cajal bodies in prostate cancer cells (2024)
- Cancer Cell International
(Refereed journal article or data article (A1)) - A Multi-Stain Breast Cancer Histological Whole-Slide-Image Data Set from Routine Diagnostics (2023)
- Scientific Data
(Refereed journal article or data article (A1)) - Deep Learning-Based Image Analysis of Liver Steatosis in Mouse Models (2023)
- American Journal of Pathology
(Refereed journal article or data article (A1)) - Deep learning transforms colorectal cancer biomarker prediction from histopathology images (2023)
- Cancer Cell
(Article or data-article in scientific journal (B1)) - Deformation equivariant cross-modality image synthesis with paired non-aligned training data (2023)
- Medical Image Analysis
(Refereed journal article or data article (A1)) - Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer (2023)
- PLoS ONE
(Refereed journal article or data article (A1)) - Genomic characterization of IDH-mutant astrocytoma progression to grade 4 in the treatment setting (2023)
- Acta Neuropathologica Communications
(Refereed journal article or data article (A1)) - Improved accuracy in colorectal cancer tissue decomposition through refinement of established deep learning solutions (2023)
- Scientific Reports
(Refereed journal article or data article (A1)) - Interobserver reproducibility of cribriform cancer in prostate needle biopsies and validation of International Society of Urological Pathology criteria (2023)
- Histopathology
(Refereed journal article or data article (A1)) - STAGETOOL, a Novel Automated Approach for Mouse Testis Histological Analysis (2023)
- Endocrinology
(Refereed journal article or data article (A1)) - The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility (2023)
- Patterns
(Refereed journal article or data article (A1)) - Unstained Tissue Imaging and Virtual Hematoxylin and Eosin Staining of Histologic Whole Slide Images (2023)
- Laboratory Investigation
(Refereed journal article or data article (A1)) - Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge (2022)
- Nature Medicine
(Refereed journal article or data article (A1)) - Detection of perineural invasion in prostate needle biopsies with deep neural networks (2022)
- Virchows Archiv
(Refereed journal article or data article (A1)) - Estimating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction (2022)
- Nature Communications
(Refereed journal article or data article (A1)) - H&E Multi-Laboratory Staining Variance Exploration with Machine Learning (2022)
- Applied Sciences
(Refereed journal article or data article (A1)) - miR-32 promotes MYC-driven prostate cancer (2022)
- Oncogenesis
(Refereed journal article or data article (A1)) - Parametric modeling in biomedical image synthesis (2022) Biomedical Image Synthesis and Simulation: Methods and Applications Ruusuvuori Pekka
(Refereed article in compilation book (A3)) - Spatial analysis of histology in 3D: quantification and visualization of organ and tumor level tissue environment (2022)
- Heliyon
(Refereed journal article or data article (A1)) - Artificial Intelligence for Diagnosis and Gleason Grading of Prostate Cancer in Biopsies-Current Status and Next Steps (2021)
- European Urology Focus
(Refereed review article in scientific journal (A2))