Scholar
Aleksei Tiulpin
Google Scholar ID: EFE2gpQAAAAJ
University of Oulu
Citations & Impact
Citations
3,389
H-index
21
i10-index
34
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- Awarded the title of Docent (habilitation) in Machine Learning for Medical Imaging on 01.02.2022
- PhD thesis recognized as the Best Doctoral Thesis of 2020 at University of Oulu
- Published in top venues including MICCAI, IEEE Transactions on Medical Imaging, WACV, and Transactions on Machine Learning Research
- Papers ranked in top 13% (AdaTriplet, MICCAI 2022) and top 11% (Singr, MICCAI 2024)
- Key contributions include uncertainty-aware retinal segmentation, brain tumor segmentation via signed normalized geodesic transform regression, and clinically-inspired multi-agent transformers for multimodal disease forecasting
