Pekka Ruusuvuori
pekka.ruusuvuori@utu.fi +358 29 450 2132 +358 50 472 1830 Kiinamyllynkatu 10 Turku |
Publications
- Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge (2022)
- Nature Medicine
(A1 Refereed original research article in a scientific journal) - Detection of perineural invasion in prostate needle biopsies with deep neural networks (2022)
- Virchows Archiv
(A1 Refereed original research article in a scientific journal) - Estimating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction (2022)
- Nature Communications
(A1 Refereed original research article in a scientific journal) - H&E Multi-Laboratory Staining Variance Exploration with Machine Learning (2022)
- Applied Sciences
(A1 Refereed original research article in a scientific journal) - miR-32 promotes MYC-driven prostate cancer (2022)
- Oncogenesis
(A1 Refereed original research article in a scientific journal) - Parametric modeling in biomedical image synthesis (2022) Biomedical Image Synthesis and Simulation: Methods and Applications Ruusuvuori Pekka
(A3 Refereed book chapter or chapter in a compilation book) - Spatial analysis of histology in 3D: quantification and visualization of organ and tumor level tissue environment (2022)
- Heliyon
(A1 Refereed original research article in a scientific journal) - Artificial Intelligence for Diagnosis and Gleason Grading of Prostate Cancer in Biopsies-Current Status and Next Steps (2021)
- European Urology Focus
(A2 Refereed review article in a scientific journal ) - Building a central repository landmarks a new era for artificial intelligence-assisted digital pathology development in Europe (2021)
- European Journal of Cancer
(B1 Non-refereed article in a scientific journal) - Convolutional Neural Network-Based Artificial Intelligence for Classification of Protein Localization Patterns (2021)
- Biomolecules
(A1 Refereed original research article in a scientific journal) - Generalized fixation invariant nuclei detection through domain adaptation based deep learning (2021)
- IEEE Journal of Biomedical and Health Informatics
(A1 Refereed original research article in a scientific journal) - Interobserver reproducibility of perineural invasion of prostatic adenocarcinoma in needle biopsies (2021)
- Virchows Archiv
(A1 Refereed original research article in a scientific journal) - OpenPhi: an interface to access Philips iSyntax whole slide images for computational pathology (2021)
- Bioinformatics
(B1 Non-refereed article in a scientific journal) - Predicting Molecular Phenotypes from Histopathology Images: A Transcriptome-Wide Expression-Morphology Analysis in Breast Cancer (2021)
- Cancer Research
(A1 Refereed original research article in a scientific journal) - The emerging role of artificial intelligence in the reporting of prostate pathology (2021)
- Pathology
(B1 Non-refereed article in a scientific journal) - Virtual reality for 3D histology: multi-scale visualization of organs with interactive feature exploration (2021)
- BMC Cancer
(A1 Refereed original research article in a scientific journal) - ANHIR: Automatic Non-Rigid Histological Image Registration Challenge (2020)
- IEEE Transactions on Medical Imaging
(A1 Refereed original research article in a scientific journal) - Single cell characterization of B-lymphoid differentiation and leukemic cell states during chemotherapy in ETV6-RUNX1-positive pediatric leukemia identifies drug-targetable transcription factor activities (2020)
- Genome Medicine
(A1 Refereed original research article in a scientific journal)