Sonja Koivukoski
Postdoctoral Researcher
Institute of Biomedicine, School of Medicine, Faculty of Health Sciences
Research groups
Keywords
Publications
14/14 items-
Applicability of virtual staining in histological whole slide images
Koivukoski, Sonja, 2026, Publications of the University of Eastern Finland. Dissertations in Health Sciences. G5 Doctoral dissertation (article) -
Platinum-based drugs induce phenotypic alterations in nucleoli and Cajal bodies in prostate cancer cells
Batnasan, Enkhzaya; Kärkkäinen, Minttu; Koivukoski, Sonja; Sadeesh, Nithin; Tollis, Sylvain; Ruusuvuori, Pekka; Scaravilli, Mauro; Latonen, Leena, 2024, Cancer cell international, 24, 1, 29. A1 Journal article (refereed), original research -
Virtuaalimaailma histologian oppimisen tukena
Mairinoja, Laura; Liimatainen, Kaisa; Koivukoski, Sonja; Latonen, Leena; Strauss, Leena; Ruusuvuori, Pekka, 2024, Yliopistopedagogiikka, 31, 1. B1 Non-refereed journal articles -
Virtuaalivärjäys mahdollistaa ympäristöystävällisempää histologiaa kemikaaleja vähentämällä
Koivukoski, Sonja; Ruusuvuori, Pekka; Latonen, Leena, 2024, Duodecim, 140, 12, 1071-1078. A2 Review article, Literature review, Systematic review -
Virtual staining for histology by deep learning
Latonen, Leena; Koivukoski, Sonja; Khan, Umair; Ruusuvuori, Pekka, 2024, Trends in biotechnology, 42, 9, 1177-1191. A2 Review article, Literature review, Systematic review -
A Multi-Stain Breast Cancer Histological Whole-Slide-Image Data Set from Routine Diagnostics
Weitz, Philippe; Valkonen, Masi; Solorzano, Leslie; Carr, Circe; Kartasalo, Kimmo; Boissin, Constance; Koivukoski, Sonja; Kuusela, Aino; Rasic, Dusan; Feng, Yanbo; Sinius Pouplier, Sandra; Sharma, Abhinav; Ledesma Eriksson, Kajsa; Latonen, Leena; Laenkholm, Anne-Vibeke; Hartman, Johan; Ruusuvuori, Pekka; Rantalainen, Mattias, 2023, Scientific data, 10, 1, 562. A1 Journal article (refereed), original research -
Complementary analysis of proteome‐wide proteomics reveals changes in RNA binding protein‐profiles during prostate cancer progression
Aikio, Erika; Koivukoski, Sonja; Kallio, Elina; Sadeesh, Nithin; Niskanen, Einari A; Latonen, Leena, 2023, Cancer reports, 6, 10, e1886. A1 Journal article (refereed), original research -
Deformation equivariant cross-modality image synthesis with paired non-aligned training data
Honkamaa, Joel; Khan, Umair; Koivukoski, Sonja; Valkonen, Mira; Latonen, Leena; Ruusuvuori, Pekka; Marttinen, Pekka, 2023, Medical image analysis, 90, 102940. A1 Journal article (refereed), original research -
The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility
Khan, Umair; Koivukoski, Sonja; Valkonen, Mira; Latonen, Leena; Ruusuvuori, Pekka, 2023, Patterns, 4, 5, 100725. A1 Journal article (refereed), original research -
Unstained Tissue Imaging and Virtual Hematoxylin and Eosin Staining of Histologic Whole Slide Images
Koivukoski, Sonja; Khan, Umair; Ruusuvuori, Pekka; Latonen, Leena, 2023, Laboratory investigation, 103, 5, 100070. A1 Journal article (refereed), original research