About
Aleksei Tiulpin is an Assistant Professor at the University of Oulu since January 2022 and a member of the European Lab for Learning and Intelligent Systems (ELLIS). His research focuses on Intelligent Medical Systems at the intersection of machine learning and healthcare.
- Current affiliation: Faculty of Medicine, University of Oulu
- Research group: Intelligent Medical Systems (IMEDS)
- Academic rank: Assistant Professor
Aleksei's research interests span Machine Learning, Medical Imaging, Bayesian Deep Learning, and Human-in-the-loop Machine Learning. He develops methods that:
- Use multimodal data
- Minimize labeled data requirements
- Quantify prediction uncertainty
- Enable human-AI interaction
Scientific recognition:
- 2020: Best doctoral thesis at University of Oulu
- 2022: Docent title in Machine Learning for Medical Imaging
Academic background: PhD in Medicine (2017-2020) from University of Oulu, with advisors Prof. Simo Saarakkala, Dr. Jérôme Thevenot, and Prof. Esa Rahtu.
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