Rasmus Reinhold Paulsen

Full Professor, DTU Compute, Technical University of Denmark

Joined

July 2019

Names

Rasmus R. Paulsen

Emails

****@dtu.dk (Confirmed)

Personal Links

Career & Education History

Full Professor

DTU Compute, Technical University of Denmark (dtu.dk)

2023 – 2026

Associate Professor

DTU Compute, Technical University of Denmark (dtu.dk)

2009 – 2023

Researcher

Oticon (oticon.dk)

2004 – 2009

PhD student

DTU Compute, Technical University of Denmark (dtu.dk)

2001 – 2004

Advisors, Relations & Conflicts

Coauthor

Kristine Aavild Sørensen

2015 – Present

Coauthor

Maxime Sermesant

2015 – Present

Coauthor

Oscar Camara

2015 – Present

PhD Advisor

Herve Delingette

2021 – 2024

PhD Advisor

Rasmus Larsen

2021 – 2024

Expertise

Deep learning

2018 – Present

Machine learning

2018 – Present

medical image analysis

2010 – Present

Publications

Structured Covariance Modeling Using Learned Mixture-of-Bases for Uncertainty in 3D Segmentation
Peter J.T. Kampen, Andreas With Aspe, Kristine Aavild Juhl, Anders Nymark Christensen, Morten Rieger Hannemose, Anders Dahl, Rasmus Reinhold Paulsen, Josefine Vilsbøll Sundgaard
- NLDL 2026 Spotlight
- Readers: Everyone
Active Learning with nnUNet for Coronary Artery Lumen Segmentation Using a Centerline Prior
Anna Bøgevang Ekner, Mathias Micheelsen Lowes, Rasmus R. Paulsen, Klaus Fuglsang Kofoed, Andreas Ohrt Johansen, Kristine Aavild Sørensen, Josefine Vilsbøll Sundgaard
- Proceedings of the 23rd Scandinavian Conference on Image Analysis
- Readers: Everyone
Automated Cardiac Adipose Tissue Segmentation in Computed Tomography: A Literature Review
Andreas With Aspe, Jonas Jalili Pedersen, Andreas Ohrt Johansen, Klaus Fuglsang Kofoed, Kristine Aavild Sørensen, Rasmus Reinhold Paulsen, Josefine Vilsbøll Sundgaard
- Crossref
- Readers: Everyone
Automated Estimation of Cardiac Stroke Volumes from Computed Tomography
Ana Teodora Radutoiu, Yasmin W.E. Youssef, Paula López Diez, Kristine A. Sørensen, Mathias B. Lindeskog, Michael H.C. Pham, Jonas J. Pedersen, Andreas Fuchs, Klaus F. Kofoed, Rasmus R. Paulsen
- Proceedings of the 15th International Workshop on Statistical Atlases and Computational Models of the Heart
- Readers: Everyone
Automated Cardiac Adipose Tissue Segmentation in Computed Tomography: A Literature Review
Andreas With Aspe, Jonas Jalili Pedersen, Andreas Ohrt Johansen, Klaus Fuglsang Kofoed, Kristine Aavild Sørensen, Rasmus Reinhold Paulsen, Josefine Vilsbøll Sundgaard
- SCIA (2) 2025
- Readers: Everyone
Spatio-Temporal Neural Distance Fields for Conditional Generative Modeling of the Heart
Kristine Sørensen, Paula Diez, Jan Margeta, Yasmin El Youssef, Michael Pham, Jonas Jalili Pedersen, Tobias Kuhl, Ole de Backer, Klaus Kofoed, Oscar Camara, Rasmus Paulsen
- Proceedings of the 27th International Conference on Medical Image Computing and Computer Assisted Intervention – MICCAI 2024
- Readers: Everyone
Multi-modal deep learning for joint prediction of otitis media and diagnostic difficulty
Josefine Vilsbøll Sundgaard, Morten Rieger Hannemose, Søren Laugesen, Peter Bray, James Harte, Yosuke Kamide, Chiemi Tanaka, Rasmus R. Paulsen, Anders Nymark Christensen
- Laryngoscope Investigative Otolaryngology
- Readers: Everyone
Deep reinforcement learning and convolutional autoencoders for anomaly detection of congenital inner ear malformations in clinical CT images
Paula López Diez, Josefine Vilsbøll Sundgaard, Jan Margeta, Khassan Diab, François Patou, Rasmus R. Paulsen
- Computerized Medical Imaging and Graphics
- Readers: Everyone
Unsupervised classification of congenital inner ear malformations using DeepDiffusion for latent space representation
Paula Lopez Diez, Jan Margeta, Khassan Diab, Francois Patou, Rasmus Reinhold Paulsen
- Proceedings of the 26<sup>th</sup> International Conference on Medical Image Computing and Computer Assisted Intervention
- Readers: Everyone
SparseMeshCNN with Self-Attention for Segmentation of Large Meshes
Bjørn Hansen, Mathias Lowes, Thomas Ørkild, Anders Dahl, Vedrana Dahl, Ole De Backer, Oscar Camara, Rasmus Paulsen, Christian Ingwersen, Kristine Sørensen
- Proceedings of the Northern Lights Deep Learning Workshop
- Readers: Everyone

View all 95 publications

Co-Authors

View all 260 co-authors