Research output per year
Research output per year
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Dive into the research topics where Aleksei Tiulpin 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
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Targeted Active Learning for Bayesian Decision-Making
Filstroff, L., Sundin, I., Mikkola, P., Tiulpin, A., Kylmäoja, J. & Kaski, S., 12 Jun 2024, In: Transactions on Machine Learning Research. 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Downloads (Pure) -
RADIOGRAPHIC OSTEOARTHRITIS PROGRESSION PREDICTION VIA MULTI-MODAL IMAGING DATA AND DEEP LEARNING
Panfilov, E., Tiulpin, A., Nieminen, M. T. & Saarakkala, S., Apr 2022, In: Osteoarthritis and Cartilage. 30, Suppl. 1, p. S86-S87 2 p.Research output: Contribution to journal › Meeting Abstract › Scientific › peer-review
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Automating three-dimensional osteoarthritis histopathological grading of human osteochondral tissue using machine learning on contrast-enhanced micro-computed tomography
Rytky, S. J. O., Tiulpin, A., Frondelius, T., Finnilä, M. A. J., Karhula, S. S., Leino, J., Pritzker, K. P. H., Valkealahti, M., Lehenkari, P., Joukainen, A., Kröger, H., Nieminen, H. J. & Saarakkala, S., Aug 2020, In: Osteoarthritis and Cartilage. 28, 8, p. 1133-1144 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile12 Citations (Scopus)231 Downloads (Pure) -
Bayesian Feature Pyramid Networks for Automatic Multi-Label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio
Solovyev, R., Melekhov, I., Lesonen, T., Vaattovaara, E., Tervonen, O. & Tiulpin, A., Feb 2020, Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings. Blanc-Talon, J., Delmas, P., Philips, W., Popescu, D. & Scheunders, P. (eds.). Springer, p. 117-130 14 p. (Lecture Notes in Computer Science ; vol. 12002).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
10 Citations (Scopus) -
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography
Tiulpin, A., Finnilä, M., Lehenkari, P., Nieminen, H. J. & Saarakkala, S., 1 Jan 2020, Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings. Blanc-Talon, J., Delmas, P., Philips, W., Popescu, D. & Scheunders, P. (eds.). Springer, p. 131-138 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12002 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access8 Citations (Scopus)
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-: Finnish Center for Artificial Intelligence
Kaski, S. (Principal investigator), McGreavy, C. (Project Member), Sevilla Salcedo, C. (Project Member), Sinaga, M. (Project Member), Tiulpin, A. (Project Member), John, T. (Project Member), Shaw, E. (Project Member) & RahimiNasab, Z. (Project Member)
01/01/2023 → 31/12/2026
Project: Academy of Finland: Other research funding
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FCAI: Finnish Center for Artificial Intelligence (FCAI)
Kaski, S. (Principal investigator), Shaw, E. (Project Member), Tiulpin, A. (Project Member), John, T. (Project Member), McGreavy, C. (Project Member) & Sevilla Salcedo, C. (Project Member)
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
Press/Media
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Findings from University of Oulu Has Provided New Data on Pain and Central Nervous System (External Validation of Spinenet, an Open-source Deep Learning Model for Grading Lumbar Disk Degeneration Mri Features, Using the Northern Finland Birth ...)
19/04/2023
1 item of Media coverage
Press/Media: Media appearance
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Australia Patent: Application for 'Joint analysis probe' Lapses
04/11/2022
1 item of Media coverage
Press/Media: Media appearance
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Australia Patent: Oulun yliopisto Files Application for 'Joint analysis probe'
23/10/2020
1 item of Media coverage
Press/Media: Media appearance
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WIPO PUBLISHES PATENT OF OULUN YLIOPISTO FOR "JOINT ANALYSIS PROBE" (FINNISH INVENTORS)
21/10/2019
1 item of Media coverage
Press/Media: Media appearance