Magnus Söderberg

According to our database, Magnus Söderberg authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Leveraging pulse wave signal properties for coronary artery calcification screening in CKD patients.

Urszula Bialonczyk, Leszek Pstras, Malgorzata Debowska, Lu Dai, Abdul Rashid Qureshi, Magnus Söderberg, Torkel B. Brismar, Jonaz Ripsweden, Bengt Lindholm, Peter Stenvinkel, Jan Poleszczuk

Comput. Biol. Medicine, 2025

2024

Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli Segmentation.

Irina Zhang, Jim Denholm, Azam Hamidinekoo, Oskar Ålund, Christopher Bagnall, Joana Palés Huix, Michal Sulikowski, Ortensia Vito, Arthur Lewis, Robert Unwin, Magnus Söderberg, Nikolay Burlutskiy, Talha Qaiser

CoRR, 2024

Detection of medial vascular calcification in chronic kidney disease based on pulse wave analysis in the frequency domain.

Urszula Bialonczyk, Malgorzata Debowska, Lu Dai, Abdul Rashid Qureshi, Magnus Söderberg, Bengt Lindholm, Peter Stenvinkel, Jan Poleszczuk

Biomed. Signal Process. Control., 2024

Are Natural Domain Foundation Models Useful for Medical Image Classification?

Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas, Kevin Smith

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Pretrained ViTs Yield Versatile Representations For Medical Images.

Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith

CoRR, 2023

2022

What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors.

Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Is it Time to Replace CNNs with Transformers for Medical Images?

Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith

CoRR, 2021