Aleksei Tiulpin
Visiting Professor
Visiting Professor
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
Sähköposti
ext-aleksei.tiulpin@aalto.fi
Tutkimusryhmät
- Sensor Informatics and Medical Technology, Visitor (Visiting Professor)
- Professorship Kaski Samuel, Visitor (Visiting Professor)
- Probabilistic Machine Learning, Visitor (Visiting Professor)
Julkaisut
Targeted Active Learning for Bayesian Decision-Making
Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski
2024
Transactions on Machine Learning Research
RADIOGRAPHIC OSTEOARTHRITIS PROGRESSION PREDICTION VIA MULTI-MODAL IMAGING DATA AND DEEP LEARNING
E. Panfilov, A. Tiulpin, M. T. Nieminen, S. Saarakkala
2022
Osteoarthritis and Cartilage
Automating three-dimensional osteoarthritis histopathological grading of human osteochondral tissue using machine learning on contrast-enhanced micro-computed tomography
S. J.O. Rytky, Aleksei Tiulpin, T. Frondelius, M. A.J. Finnilä, S. S. Karhula, Janina Leino, K. P.H. Pritzker, M. Valkealahti, P. Lehenkari, Antti Joukainen, H. Kröger, H. J. Nieminen, S. Saarakkala
2020
Osteoarthritis and Cartilage
Bayesian Feature Pyramid Networks for Automatic Multi-Label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio
Roman Solovyev, Iaroslav Melekhov, Timo Lesonen, Elias Vaattovaara, Osmo Tervonen, Aleksei Tiulpin
2020
Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography
Aleksei Tiulpin, Mikko Finnilä, Petri Lehenkari, Heikki J. Nieminen, Simo Saarakkala
2020
Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings
DGC-Net
Iaroslav Melekhov, Aleksei Tiulpin, Torsten Sattler, Marc Pollefeys, Esa Rahtu, Juho Kannala
2019
Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019
Semi-automatic 3D osteoarthritis histopathological grading of human osteochondral tissue from contrast-enhanced micro-computed tomography
Seppo Rytky, T. Frondelius, A. Tiulpin, M. A. Finnila, M. Valkealahti, P. Lehenkari, H. J. Nieminen, S. Saarakkala
2019
Osteoarthritis and Cartilage
KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks
Aleksei Tiulpin, Iaroslav Melekhov, Simo Saarakkala
2019
Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019