Aleksei Tiulpin

PhD
Assistant Professor
Intelligent Medical Systems

Research Unit of Medical Imaging, Physics and Technology (MIPT)
Faculty of Medicine

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Aleksei Tiulpin

Bio-sketch

I am an Assistant Professor at the University of Oulu starting January 2022. I am also a member of the European Lab for Learning and Intelligent Systems (ELLIS). The focus of my research is on Intelligent Medical Systems, and I develop new machine learning methods for medical applications. Earlier, I was a post-doctoral fellow at the Finnish Center for Artificial Intelligence and Aalto University working with Prof. Samuel Kaski and Prof. Simo Särkkä. Before that, I was a post-doctoral fellow at KU Leuven, working with Prof. dr. Matthew Blaschko.

I earned my PhD during 2017-2020 (graduated with distinction) at the Faculty of Medicine, University of Oulu, Finland. My PhD thesis was nominated the best doctoral thesis of the year 2020. My advisors were Prof. Simo Saarakkala, PhD (primary), Dr. Jérôme Thevenot, PhD, and Prof. Esa Rahtu.

Current research

Generally, I am interested in all areas of Machine Learning, with a special focus on Deep Learning and Computer Vision. My main application area is medical imaging. My translational contributions are in the fields of on musculoskeletal disorders, breast cancer, and dementia.

My research agenda is to investigate how to build medical AI systems that

  • Are multimodal
  • Use as little labeled data as possible
  • Predict how uncertain they are in their predictions
  • Interact with humans and other AI systems

Research interests

  • Machine Learning
  • Medical Imaging
  • Bayesian Deep Learning
  • Human-in-the-loop Machine Learning

Researcher information

Researcher profiles

27

publications

259

citation count of most cited publication

718

publications citations in total

12.00

H-index (Google Scholar)

Contact information

E-mail

Aleksei.Tiulpin@oulu.fi