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

Cardiovascular hemodynamics estimation via geometric deep learning (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Suk, J. M.https://doi.org/10.3990/1.9789036566568Pre-contoured Plate Fit Assessment for Acetabular Fractures (2025)Annals of biomedical engineering. Article 103111 (E-pub ahead of print/First online). van Veldhuizen, W. A., Assink, N., Schuurmann, R. C. L., Firoozabadi, R., ten Duis, K., de Vries, J. P. P. M., Wolterink, J. M. & IJpma, F. F. A.https://doi.org/10.1007/s10439-025-03760-9Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation (2025)[Working paper › Preprint]. ArXiv.org. Vaish, P., Meister, F., Heimann, T., Brune, C. & Wolterink, J. M.https://doi.org/10.48550/arXiv.2505.10223Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation - Pretrained Models and Test Data (2025)[Dataset Types › Dataset]. Zenodo. Vaish, P., Meister, F., Heimann, T., Brune, C. & Wolterink, J.https://doi.org/10.5281/zenodo.15517158SIRE: Scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks (2025)Medical image analysis, 101. Article 103467. Alblas, D., Suk, J., Brune, C., Yeung, K. K. & Wolterink, J. M.https://doi.org/10.1016/j.media.2025.103467Thyroid meshes and presampled SDF values accompanying the paper "Steerable Anatomical Shape Synthesis with Implicit Neural Representations" (2025)[Dataset Types › Dataset]. Zenodo. de Wilde, B., Rietberg, M., Lajoinie, G. & Wolterink, J.https://doi.org/10.5281/zenodo.15100851Multi-Modal Machine Learning for Evaluating the Predictive Value of Pelvimetric Measurements (Pelvimetry) for Anastomotic Leakage After Restorative Low Anterior Resection (2025)Cancers, 17(6). Article 1051. Geitenbeek, R. T. J., Baltus, S. C., Broekman, M., Barendsen, S. N., Frieben, M. C., Asaggau, I., Thibeau-Sutre, E., Wolterink, J. M., Vermeulen, M. C., Tan, C. O., Broeders, I. A. M. J. & Consten, E. C. J.https://doi.org/10.3390/cancers17061051Feasibility of tomographic freehand three-dimensional ultrasound for surveillance of abdominal aortic aneurysms after endovascular repair (2025)Vascular (E-pub ahead of print/First online). van Rijswijk, R. E., Everink, S. R. T., Wolterink, J. M., Reijnen, M. M. P. J. & Groot Jebbink, E.https://doi.org/10.1177/17085381251327171Deep 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/10.1177/15266028251313963

Onderzoeksprofielen

Vakken collegejaar 2025/2026

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.

Vakken collegejaar 2024/2025

Vakken collegejaar 2023/2024

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