Research output per year
Research output per year
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Dive into the research topics where Masi Valkonen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
- 5 Article
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Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge
Bulten, W., Kartasalo, K., Chen, P. H. C., Ström, P., Pinckaers, H., Nagpal, K., Cai, Y., Steiner, D. F., van Boven, H., Vink, R., Hulsbergen-van de Kaa, C., van der Laak, J., Amin, M. B., Evans, A. J., van der Kwast, T., Allan, R., Humphrey, P. A., Grönberg, H., Samaratunga, H., Delahunt, B. & 14 others, , 2022, In: NATURE MEDICINE. 28, p. 154-163Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Spatial analysis of histology in 3D: quantification and visualization of organ and tumor level tissue environment
Ruusuvuori, P., Valkonen, M., Kartasalo, K., Valkonen, M., Visakorpi, T., Nykter, M. & Latonen, L., Jan 2022, In: Heliyon. 8, 1, e08762.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Predicting molecular phenotypes from histopathology images: A transcriptome-wide expression–morphology analysis in breast cancer
Wang, Y., Kartasalo, K., Weitz, P., Acs, B., Valkonen, M., Larsson, C., Ruusuvuori, P., Hartman, J. & Rantalainen, M., 2021, In: Cancer Research. 81, 19, p. 5115-5126 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
Virtual reality for 3D histology: multi-scale visualization of organs with interactive feature exploration
Liimatainen, K., Latonen, L., Valkonen, M., Kartasalo, K. & Ruusuvuori, P., 2021, In: BMC Cancer. 21, 1, 1133.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
ANHIR: Automatic Non-Rigid Histological Image Registration Challenge
Borovec, J., Kybic, J., Arganda-Carreras, I., Sorokin, D. V., Bueno, G., Khvostikov, A. V., Bakas, S., Chang, E. I. C., Heldmann, S., Kartasalo, K., Latonen, L., Lotz, J., Noga, M., Pati, S., Punithakumar, K., Ruusuvuori, P., Skalski, A., Tahmasebi, N., Valkonen, M., Venet, L. & 9 others, , 2020, In: IEEE Transactions on Medical Imaging. 39, 10, p. 3042-3052 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
11 Citations (Scopus)
Activities
- 1 Conference presentation
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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