Martin Grønnebæk Tolsgaard

Full Professor, Copenhagen University

Joined

November 2022

Names

Martin Grønnebæk Tolsgaard (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Copenhagen University (ku.dk)

2023 – 2028

Advisors, Relations & Conflicts

Coauthor

Aasa Feragen

Present

Coauthor

Anders Nymark Christensen

Present

Expertise

medical AI

Present

medical education

Present

obstetric imaging

Present

Publications

Fine-tuning a Foundation Model for Fetal Orientation Prediction From Blind-Sweep Ultrasound Videos
Chun Kit Wong, Mary Le Ngo, Jakob Ambsdorf, Anders Nymark Christensen, Mads Nielsen, Martin Grønnebæk Tolsgaard, Aasa Feragen
- MIDL 2026 - Short Papers Poster
- Readers: Everyone
Effect of Knowledge Distillation on Generalization of Fetal Ultrasound Classifiers
Carl Reilly, Chun Kit Wong, Pablo Delgado-Rodriguez, Zahra Bashir, Anders Nymark Christensen, Martin Grønnebæk Tolsgaard, Aasa Feragen
- Submitted to MIDL 2026
- Readers: Everyone
Weight Space Correlation Analysis: Quantifying Feature Utilization in Deep Learning Models
Chun Kit Wong, Paraskevas Pegios, Nina Weng, Emilie Pi Fogtmann Sejer, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen, Aasa Feragen
- MIDL 2026 Poster
- Readers: Everyone
An Automatic Guidance and Quality Assessment System for Doppler Imaging of Umbilical Artery
Chun Kit Wong, Manxi Lin, Alberto Raheli, Zahra Bashir, Morten Bo Søndergaard Svendsen, Martin Grønnebæk Tolsgaard, Aasa Feragen, Anders Nymark Christensen
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Removing confounding information from fetal ultrasound images
Kamil Mikolaj, Manxi Lin, Zahra Bashir, Morten Bo Søndergaard Svendsen, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen, Aasa Feragen
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Generalisability of deep learning models in low-resource imaging settings: A fetal ultrasound study in 5 African countries
Carla Sendra-Balcells, Víctor M. Campello, Jordina Torrents-Barrena, Yahya Ali Ahmed, Mustafa A. Elattar, Benard Ohene Botwe, Pempho Nyangulu, William Stones, Mohammed Ammar, Lamya Nawal Benamer, Harriet Nalubega Kisembo, Senai Goitom Sereke, Sikolia Z. Wanyonyi, Marleen Temmerman, Kamil Mikolaj, Martin Grønnebæk Tolsgaard, Karim Lekadir
- 2022 (modified: 09 Nov 2022)
- CoRR 2022
- Readers: Everyone
DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation
Manxi Lin, Zahra Bashir, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen, Aasa Feragen
- 2022 (modified: 09 Nov 2022)
- CoRR 2022
- Readers: Everyone
I saw, I conceived, I concluded: Progressive Concepts as Bottlenecks
Manxi Lin, Aasa Feragen, Zahra Bashir, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone

Co-Authors

View all 31 co-authors