Aleksei Tiulpin

Aleksei Tiulpin

MSc.

Doctoral student
Biomedical Engineering

Research interests

  • Machine Learning
  • Computer Vision
  • Medicine
  • Muskuloskeletal Radiology
  • Osteoarthritis

Social media

Research groups

  • Doctoral Student, Research Unit of Medical Imaging Physics and Technology

Selected publications

  • Tiulpin, Aleksei; Thevenot, Jérôme; Rahtu, Esa; Lehenkari, Petri; Saarakkala, Simo (2018) Automatic knee osteoarthritis diagnosis from plain radiographs : a deep learning-based approach. - Scientific Reports 8, 1727 . [Original] [Self-archived]
  • Tiulpin, A.; Thevenot, J.; Rahtu, E.; Saarakkala, S. (2017) A novel method for automatic localization of joint area on knee plain radiographs. (Artikkeli tieteellisessä konferenssijulkaisussa). - Proceedings of the 20th Scandinavian Conference on Image Analysis, SCIA 2017; Tromso; Norway; 12 -14 June 2017. Lecture Notes in Computer Science 10270. 290-301. [Original]
  • Melekhov, I.; Tiulpin, A.; Sattler, T.; Pollefeys, M.; Rahtu, E.; Kannala, J. (2019) DGC-Net: Dense geometric correspondence network. (Artikkeli tieteellisessä konferenssijulkaisussa). - 19th IEEE Winter Conference on Applications of Computer Vision, WACV 2019. IEEE Winter Conference on Applications of Computer Vision. 1034-1042, 8658868. [Original] [Self-archived]

Research visits

  • Erasmus MC, Rotterdam, The Netherlands
    1.3.2018 to 1.6.2018