Expertises
Medicine and Dentistry
- Learning
- Patient
- Coronary Artery
- Computed Tomography Angiography
- Isotopes of Calcium
Biochemistry, Genetics and Molecular Biology
- Calcium
Computer Science
- Segmentation
- Deep Learning
Organisaties
Publicaties
2025
Deep learning-based pelvimetry in pelvic MRI volumes for pre-operative difficulty assessment of total mesorectal excision (2025)Surgical endoscopy, 39(3), 1536-1543. Baltus, S. C., Geitenbeek, R. T. J., Frieben, M., Thibeau-Sutre, E., Wolterink, J. M., Tan, C. O., Vermeulen, M. C., Consten, E. C. J. & Broeders, I. A. M. J.https://doi.org/10.1007/s00464-024-11485-4Developing Trustworthy Artificial Intelligence Models to Predict Vascular Disease Progression: the VASCUL-AID-RETRO Study Protocol (2025)Journal of Endovascular Therapy (E-pub ahead of print/First online). Rijken, L., Zwetsloot, S., Smorenburg, S., Wolterink, J., Išgum, I., Marquering, H., van Duivenvoorde, J., Ploem, C., Jessen, R., Catarinella, F., Lee, R., Bera, K., Buisan, J., Zhang, P., Dias-Neto, M., Raffort, J., Lareyre, F., Muller, C., Koncar, I., … Yeung, K. K.https://doi.org/10.1177/15266028251313963Multimodal Artificial Intelligence Model for Prediction of Abdominal Aortic Aneurysm Shrinkage After Endovascular Repair ( the ART in EVAR study) (2025)Journal of Endovascular Therapy (E-pub ahead of print/First online). van Rijswijk, R. E., Bogdanovic, M., Roy, J., Yeung, K. K., Zeebregts, C. J., Geelkerken, R. H., Jebbink, E. G., Wolterink, J. M. & Reijnen, M. M. P. J.https://doi.org/10.1177/15266028251314359Waveform-Specific Performance of Deep Learning-Based Super-Resolution for Ultrasound Contrast Imaging (2025)IEEE transactions on ultrasonics, ferroelectrics and frequency control (E-pub ahead of print/First online). Zorgdrager, R., Blanken, N., Wolterink, J. M., Versluis, M. & Lajoinie, G.https://doi.org/10.1109/TUFFC.2025.3537298Learning Hemodynamic Scalar Fields on Coronary Artery Meshes: A Benchmark of Geometric Deep Learning Models (2025)[Working paper › Preprint]. ArXiv.org. Nannini, G., Suk, J., Rygiel, P., Saitta, S., Mariani, L., Maragna, R., Baggiano, A., Pontone, G., Wolterink, J. M. & Redaelli, A.https://doi.org/10.48550/arXiv.2501.09046SIRE: Scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks (2025)Medical image analysis, 101. Article 103467 (E-pub ahead of print/First online). Alblas, D., Suk, J., Brune, C., Yeung, K. K. & Wolterink, J. M.https://doi.org/10.1016/j.media.2025.103467Deep learning for segmentation of colorectal carcinomas on endoscopic ultrasound (2025)Techniques in coloproctology, 29(1). Article 20. Noort, F. v. d., ter Borg, F., Guitink, A., Faber, J. & Wolterink, J. M.https://doi.org/10.1007/s10151-024-03056-5NeRF-OR: neural radiance fields for operating room scene reconstruction from sparse-view RGB-D videos (2025)International journal of computer assisted radiology and surgery, 20, 147-156. Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J.https://doi.org/10.1007/s11548-024-03261-5Preface (2025)In 9th International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2024, held in conjunction with the 27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (pp. v) (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Fernandez, V., Wolterink, J. M., Wiesner, D., Remedios, S., Zuo, L. & Casamitjana, A.Quantitative aortic Na[18F]F positron emission tomography computed tomography as a tool to associate vascular calcification with major adverse cardiovascular events (2025)European journal of nuclear medicine and molecular imaging, 52, 501-509. Lieverse, T. G. F., van Praagh, G. D., Mulder, D. J., Lambers Heerspink, H. J., Wolterink, J. M. & Slart, R. H. J. A.https://doi.org/10.1007/s00259-024-06901-9
Onderzoeksprofielen
Vakken collegejaar 2024/2025
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
- 191211208 - Internship EE
- 191508209 - Internship AM
- 191508309 - Final Project (combination)
- 191508409 - Final Project M-AM
- 192199978 - Final Project CS
- 193640999 - Internship BME
- 201900223 - Capita Selecta Electrical Engineering
- 202100107 - Deep Learning for Medical Image Analysis
- 202300130 - Capita Selecta Applied Mathematics
- 202300235 - Internship TM/BME
- 202400471 - Inleiding Programmeren
- 202400669 - Capita Selecta Applied Mathematics 2
Vakken collegejaar 2023/2024
- 191211208 - Internship EE
- 191508209 - Internship AM
- 191508309 - Final Project (combination)
- 191508409 - Final Project M-AM
- 193640999 - Internship BME
- 200900030 - Onderzoek van Wiskunde
- 201900223 - Capita Selecta Electrical Engineering
- 202100107 - Deep Learning for Medical Image Analysis
- 202200269 - M2 Pathofysiologie
- 202200398 - Internship AM-CS
- 202300130 - Capita Selecta Applied Mathematics
- 202300286 - M3 Regelsystemen in de mens
Adres

Universiteit Twente
Zilverling (gebouwnr. 11), kamer 2063
Hallenweg 19
7522 NH Enschede
Universiteit Twente
Zilverling 2063
Postbus 217
7500 AE Enschede