Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Science (Technology), Information Technology
Award Date: 13 Jan 2010
Master of Science (Technology), Information Technology
Award Date: 6 Apr 2005
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Dive into the research topics where Pekka Ruusuvuori is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Multi-Stain Breast Cancer Histological Whole-Slide-Image Data Set from Routine Diagnostics
Weitz, P., Valkonen, M., Solorzano, L., Carr, C., Kartasalo, K., Boissin, C., Koivukoski, S., Kuusela, A., Rasic, D., Feng, Y., Sinius Pouplier, S., Sharma, A., Ledesma Eriksson, K., Latonen, L., Laenkholm, A. V., Hartman, J., Ruusuvuori, P. & Rantalainen, M., Aug 2023, In: Scientific Data. 10, 6 p., 562.Research output: Contribution to journal › Data article › peer-review
Open AccessFile1 Downloads (Pure) -
Deep learning transforms colorectal cancer biomarker prediction from histopathology images
Ruusuvuori, P., Valkonen, M. & Latonen, L., 11 Sept 2023, In: Cancer Cell. 41, 9, p. 1543-1545 3 p.Research output: Contribution to journal › Comment/debate › Scientific
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Deformation equivariant cross-modality image synthesis with paired non-aligned training data
Honkamaa, J., Khan, U., Koivukoski, S., Valkonen, M., Latonen, L., Ruusuvuori, P. & Marttinen, P., 2023, In: Medical Image Analysis. 90, 13 p., 102940.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer
Petäinen, L., Väyrynen, J. P., Ruusuvuori, P., Pölönen, I., Äyrämö, S. & Kuopio, T., May 2023, In: PLoS ONE. 18, 5, 13 p., e0286270.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Interobserver reproducibility of cribriform cancer in prostate needle biopsies and validation of International Society of Urological Pathology criteria
Egevad, L., Delahunt, B., Iczkowski, K. A., van der Kwast, T., van Leenders, G. J. L. H., Leite, K. R. M., Pan, C. C., Samaratunga, H., Tsuzuki, T., Mulliqi, N., Ji, X., Olsson, H., Valkonen, M., Ruusuvuori, P., Eklund, M. & Kartasalo, K., 2023, In: HISTOPATHOLOGY. 82, 6, p. 837-845 9 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure)
Datasets
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Iterative unsupervised domain adaptation for generalized cell detection from brightfield z-stacks
Liimatainen, K. (Creator), Kananen, L. (Creator), Latonen, L. (Creator) & Ruusuvuori, P. (Creator), 15 Feb 2019
DOI: 10.6084/m9.figshare.c.4404443.v1
Dataset
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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
Mehtonen, J. (Creator), Teppo, S. (Creator), Lahnalampi, M. (Creator), Kokko, A. (Creator), Kaukonen, R. (Creator), Oksa, L. (Creator), Bouvy-Liivrand, M. (Creator), Malyukova, A. (Creator), Mäkinen, A. (Creator), Laukkanen, S. (Creator), Mäkinen, P. (Creator), Rounioja, S. (Creator), Ruusuvuori, P. (Creator), Sangfelt, O. (Creator), Lund, R. (Creator), Lönnberg, T. (Creator), Lohi, O. (Creator) & Heinäniemi, M. (Creator), 21 Nov 2020
DOI: 10.6084/m9.figshare.c.5214813.v1
Dataset
Activities
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3D histology based on serial sectioning and computational reconstruction
Kimmo Kartasalo (Speaker), Leena Latonen (Speaker), Matti Nykter (Speaker), Pekka Ruusuvuori (Speaker), Masi Valkonen (Speaker) & Tapio Visakorpi (Speaker)
1 Jun 2018Activity: Talk or presentation › Conference presentation
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3D reconstruction and machine learning based analysis of prostate cancer from histological images
P Ruusuvuori (Contributor), M Valkonen (Contributor), K Kartasalo (Contributor), T Visakorpi (Contributor), M Nykter (Contributor) & L. Latonen (Contributor)
2 Dec 2017Activity: Talk or presentation › Conference presentation
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Benchmarking of algorithms for 3D tissue reconstruction
K Kartasalo (Contributor), L Latonen (Contributor), T Visakorpi (Contributor), M Nykter (Contributor) & P Ruusuvuori (Contributor)
25 Sept 2016Activity: Talk or presentation › Conference presentation
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MiR-32 promotes replicative changes in prostate epithelium in vivo
Leena Latonen (Contributor), Pekka Ruusuvuori (Contributor) & Tapio Visakorpi (Contributor)
15 Sept 2016Activity: Talk or presentation › Conference presentation
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Karel Stepka: Detection of Sub-Resolution Spots in Microscopy Images (thesis), Masaryk University
Pekka Ruusuvuori (Examiner)
9 Mar 2016Activity: Evaluation, examination and supervision › Pre-examination of dissertation or acting as opponent to doctoral students