Mattijs Elschot

Full Professor, Norwegian University of Science and Technology

Full Professor, St. Olavs hospital

Joined

April 2023

Names

Mattijs Elschot (Preferred)

Emails

****@ntnu.no (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

Norwegian University of Science and Technology (ntnu.no)

2024 – Present

Full Professor

St. Olavs hospital (stolav.no)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Medical Imaging

Present

Artificial intelligence

Present

Publications

UMamba-ProSSL: Self-Supervised Large-Scale Pretraining with Multi-Task UMamba Advances Prostate Cancer Detection in Biparametric MRI
Syed Farhan Abbas, Michael S. Larsen, Arild Strømsvåg, Tone F. Bathen, Frank Lindseth, Gabriel Kiss, Mattijs Elschot
- MIDL 2026 - Validation Papers Poster
- Readers: Everyone
Scaling Artificial Intelligence for Prostate Cancer Detection on MRI towards Population-Based Screening and Primary Diagnosis in a Global, Multiethnic Population (Study Protocol)
Anindo Saha, Joeran S. Bosma, Jasper J. Twilt, Alexander B. C. D. Ng, Aqua Asif, Kirti Magudia, Peder Larson, Qinglin Xie, Xiaodong Zhang, Chi Pham Minh, Samuel N. Gitau, Ivo G. Schoots, Martijn F. Boomsma, Renato Cuocolo, Nikolaos Papanikolaou, Daniele Regge, Derya Yakar, Mattijs Elschot, Jeroen Veltman, Baris Turkbey et al. (9 additional authors not shown)
- CoRR 2025
- Readers: Everyone
FedGIN: Federated Learning with Dynamic Global Intensity Non-linear Augmentation for Organ Segmentation using Multi-modal Images
Sachin Dudda Nagaraju, Ashkan Moradi, Bendik Skarre Abrahamsen, Mattijs Elschot
- CoRR 2025
- Readers: Everyone
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study
Ashkan Moradi, Fadila Zerka, Joeran Sander Bosma, Mohammed R. S. Sunoqrot, Bendik S. Abrahamsen, Derya Yakar, Jeroen Geerdink, Henkjan Huisman, Tone Frost Bathen, Mattijs Elschot
- Radiology: Artificial Intelligence
- Readers: Everyone
Prostate Cancer Detection in Bi-Parametric MRI using Zonal Anatomy-Guided U-Mamba with Multi-Task Learning
Michael S. Larsen, Syed Farhan Abbas, Gabriel Kiss, Mattijs Elschot, Tone F. Bathen, Frank Lindseth
- MIDL 2025 Poster
- Readers: Everyone
FedGIN: Federated Learning with Dynamic Global Intensity Non-linear Augmentation for Organ Segmentation Using Multi-modal Images
Sachin Dudda Nagaraju, Ashkan Moradi, Bendik Skarre Abrahamsen, Mattijs Elschot
- BRIDGE/DeCaF@MICCAI 2025
- Readers: Everyone
Scalable Clinical Annotation with Location Evidence (SCALE)
Joeran S. Bosma, Luc Builtjes, Anindo Saha, Jasper J. Twilt, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou, Ivo G. Schoots, Jeroen Veltman, Mattijs Elschot, Derya Yakar, Nancy A. Obuchowski, Mattias P. Heinrich, Alessa Hering, Maarten de Rooij, Henkjan Huisman
- Comput. Biol. Medicine 2025
- Readers: Everyone
Decidual and placental NOD1 is associated with inflammation in normal and preeclamptic pregnancies
Johanne Johnsen Rakner, Gabriela Brettas Silva, Siv Boon Mundal, Astrid Josefin Thaning, Mattijs Elschot, Jenny Ostrop, Liv Cecilie Vestrheim Thomsen, Line Bjørge, Lobke Marijn Gierman, Ann-Charlotte Iversen
- Placenta
- Readers: Everyone
A PET/MRI study towards finding the optimal [18F]Fluciclovine PET protocol for detection and characterisation of primary prostate cancer
Mattijs Elschot, Kirsten M. Selnæs, Elise Sandsmark, Brage Krüger-Stokke, Øystein Størkersen, May-Britt Tessem, Siver A. Moestue, Helena Bertilsson, Tone F. Bathen
- European Journal of Nuclear Medicine and Molecular Imaging
- Readers: Everyone

Co-Authors

Alessa Hering
Alexander B. C. D. Ng
Anindo Saha
Ann-Charlotte Iversen
Anwar R. Padhani
Aqua Asif
Arild Strømsvåg
Ashkan Moradi
Astrid Josefin Thaning
Baris Turkbey
Bendik S. Abrahamsen
Bendik Skarre Abrahamsen
Brage Krüger-Stokke
Chi Pham Minh
Daniele Regge
Derya Yakar
Elise Sandsmark
Fadila Zerka
Frank Lindseth
Gabriel Kiss
Gabriela Brettas Silva
Hashim Uddin Ahmed
Helena Bertilsson
Henkjan Huisman
Ivo G. Schoots

View all 64 co-authors