Pekka Ruusuvuori

- ,
InFLAMES Flagship (Faculty of Medicine)
- Associate Professor,
Institute of Biomedicine (Faculty of Medicine)

pekka.ruusuvuori@utu.fi

+358 29 450 2132

+358 50 472 1830

Kiinamyllynkatu 10

Turku

1 of 5

dMMR prediction from colorectal cancer histopathology: Leveraging non-tumor and low-magnification regions (2026)
- Computer Methods and Programs in Biomedicine
Petäinen, Liisa; Väyrynen, Juha P.; Böhm, Jan; Ruusuvuori, Pekka; Ahtiainen, Maarit; Elomaa, Hanna; Karjalainen, Henna; Kastinen, Meeri; Tapiainen, Vilja V.; Äijälä, Ville K.; Sirniö, Päivi; Tuomisto, Anne; Mäkinen, Markus J.; Mecklin, Jukka-Pekka; Pölönen, Ilkka; Äyrämö, Sami
SparStVR - exploring sparse 3D histology data in virtual reality (2026)
- Communications Engineering
Liimatainen, Kaisa; Latonen, Leena; Ruusuvuori, Pekka
Staining normalization in histopathology: Method benchmarking using multicenter dataset (2026)
- Scientific Reports
Khan, Umair; Härkönen, Jouni; Friman, Marjukka; Hakimnejad, Hesam; Latonen, Leena; Kuopio, Teijo; Ruusuvuori, Pekka
Validation of a deep learning-based AI model for breast cancer risk stratification in postmenopausal ER+/HER2-breast cancer patients (2026)
- Breast
Pouplier, Sandra Sinius; Sharma, Abhinav; Ruusuvuori, Pekka; Hartman, Johan; Jensen, Maj-Britt; Ejlertsen, Bent; Rantalainen, Mattias; Lænkholm, Anne-Vibeke
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
Hernandez, Nicole; Pakarinen, Tomppa; Salminen, Annukka; Castro, Santiago Laguna; Karhunen-Enckell, Ulla; Hannula, Markus; Heljasvaara, Ritva; Hyttinen, Jari; Joensuu, Katriina; Jokelainen, Otto; Jukkola, Arja; Karppinen, Sanna-Maria; Lindgren, Auni; Lääperi, Eero; Peuhu, Emilia; Pihlajaniemi, Taina; Prunskaite-Hyyryläinen, Renata; Rilla, Kirsi; Ruusuvuori, Pekka; Latonen, Leena; Tolonen, Teemu; Valkonen, Masi; Valkonen, Mira; Vuorlaakso, Miska; Pertuz, Said; Rinta-Kiikka, Irina; Arponen, Otso
Development and retrospective validation of an artificial intelligence system for diagnostic assessment of prostate biopsies: study protocol (2025)
- BMJ Open
Mulliqi, Nita; Blilie, Anders; Ji, Xiaoyi; Szolnoky, Kelvin; Olsson, Henrik; Titus, Matteo; Martinez Gonzalez, Geraldine; Boman, Sol Erika; Valkonen, Masi; Gudlaugsson, Einar; Kjosavik, Svein Reidar; Asenjo, Jose; Gambacorta, Marcello; Libretti, Paolo; Braun, Marcin; Kordek, Radzislaw; Lowicki, Roman; Hotakainen, Kristina; Vare, Paivi; Pedersen, Bodil Ginnerup; Sorensen, Karina Dalsgaard; Ulhoi, Benedicte Parm; Rantalainen, Mattias; Ruusuvuori, Pekka; Delahunt, Brett; Samaratunga, Hemamali; Tsuzuki, Toyonori; Janssen, Emilius Adrianus Maria; Egevad, Lars; Kartasalo, Kimmo; Eklund, Martin
Digitalization of pathology in a multicenter setup: A user experience study and comparison of two alternative implementation strategies (2025)
- Pathology - Research and Practice
Välimäki, Anna; Haapaniemi, Teppo; Valkonen, Mira; Virtanen, Paavo; Peippo, Minna; Kujari, Harry; Taimen, Pekka; Ruusuvuori, Pekka; Tolonen, Teemu
Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence–Assisted Cancer Diagnosis (2025)
- Modern Pathology
Ji, Xiaoyi; Salmon, Richard; Mulliqi, Nita; Khan, Umair; Wang, Yinxi; Blilie, Anders; Olsson, Henrik; Pedersen, Bodil Ginnerup; Sørensen, Karina Dalsgaard; Ulhøi, Benedicte Parm; Kjosavik, Svein R.; Janssen, Emilius A.M.; Rantalainen, Mattias; Egevad, Lars; Ruusuvuori, Pekka; Eklund, Martin; Kartasalo, Kimmo.
Improving performance in colorectal cancer histology decomposition using deep and ensemble machine learning (2024)
- Heliyon
Prezja, Fabi; Annala, Leevi; Kiiskinen, Sampsa; Lahtinen, Suvi; Ojala, Timo; Ruusuvuori, Pekka; Kuopio, Teijo
Obesity-induced changes in perivascular adipose tissue fibroblasts in a mouse model of atherosclerosis (2024)
- European Journal of Immunology
Mikkola, Lea; Mikocziova, Ivana; Piipponen, Minna; Valkonen, Mira; Fagersund, Jimmy; Palani, Senthil; Roivainen, Anne; Hernández de Sande, Ana; Heinäniemi, Merja; Ruusuvuori, Pekka; Örd, Tiit; Kaikkonen, Minna U; Lönnberg, Tapio