Claes Lundström

Linköping University

Key publications

Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications
K Stacke, J Unger, C Lundström, G Eilertsen
The Journal of Machine Learning for Biomedical Imaging, 2022

Generalisation effects of predictive uncertainty estimation in deep learning for digital pathology
M Pocevičiūtė, G Eilertsen, S Jarkman, C Lundström
Scientific Reports, 2022

Rapid Assisted Visual Search: Supporting Digital Pathologists with Imperfect AI
M Lindvall, C Lundström, J Löwgren
IUI ’21: 26th International Conference on Intelligent User Interfaces, 2021

Measuring Domain Shift for Deep Learning in Histopathology
K Stacke, G Eilertsen, J Unger, C Lundström
IEEE Journal of Biomedical and Health Informatics, 2021

Integrated Diagnostics: The Computational Revolution Catalyzing Cross-disciplinary Practices in Radiology, Pathology, and Genomics
CF Lundström, HL Gilmore, PR Ros
Radiology, 2017

Uncertainty Visualization in Medical Volume Rendering Using Probabilistic Animation
C Lundström, P Ljung, A Persson, A Ynnerman
IEEE Transactions on Visualization and Computer Graphics, 2007

Claes Lundström’s primary research focus is to develop methods that enable new levels of accuracy and efficiency within data-driven medical diagnostics. The efforts are concentrated at the crossroads of machine learning, visualization and human-computer interaction in demanding clinical settings.

Lundström’s research is carried out within the Center for Medical Image Science and Visualization (CMIV) at Linköping University. He has since 2012 led the technical side of the digital pathology research at CMIV. He is the founder and director of the Analytic Imaging Diagnostics Arena (AIDA), a national community for research and innovation in artificial intelligence for diagnostic imaging, an initiative he founded in 2017. He is also scientific director for the SciLifeLab facility AIDA Data Hub. He has previously led several other national collaborative projects across academia, healthcare, and industry in medical imaging.

In parallel with his university efforts, Lundström since 2010 holds the position as Research Director at Sectra AB, where he has worked continuously since 1997 in several leading positions. Many of his academic contributions has segued into commercial products and concrete benefits to society.

Group members

Joel Hedlund
Caroline Bivik Stadler
Shreyas Shivakumara
Betül Eren
Emre Balsever
Varshith Konda

Last updated: 2023-02-27

Content Responsible: Hampus Persson(