J.M. (Jelmer) Wolterink

PHD Candidate - OIO
J.M. (Jelmer) Wolterink

Research Programs


Jelmer Wolterink obtained his Bachelor of Science degree in Artificial Intelligence in 2010 from Radboud University Nijmegen. In 2012, he received his Master of Science degree in Mathematical Sciences from Utrecht University. During this master programme, Jelmer did a six month internship in the NANO-D team at INRIA Rhone-Alpes (Grenoble, France). His master thesis focused on the acceleration of molecular simulations and modeling.

In May 2017 Jelmer finished his PhD at the Image Sciences Institute at UMC Utrecht with a thesis entitled Machine learning based analysis of cardiovascular images. He is currently a postdoctoral researcher in the Quantitative Medical Image Analysis Group. His work focuses on the development of deep generative models for the analysis of cardiac spectral CT images.

Research Output (37)

Deep learning analysis of coronary arteries in cardiac CT angiography for detection of patients requiring invasive coronary angiography

Zreik Majd, van Hamersvelt Robbert W, Khalili Nadieh, Wolterink Jelmer M, Voskuil Michiel, Viergever Max A, Leiner Tim, Isgum Ivana 12 nov 2019, In: IEEE Transactions on Medical Imaging. 39 , p. 1545-1557 13 p.

Etidronate halts systemic arterial calcification in pseudoxanthoma elasticum

Bartstra Jonas W., de Jong Pim A., Kranenburg Guido, Wolterink Jelmer M., Isgum Ivana, Wijsman Alayna, Wolf Bas, den Harder Annemarie M., Mali Willem P.Th M., Spiering Wilko 11 okt 2019, In: Atherosclerosis. 292 , p. 37-41 5 p.

The effect of menaquinone-7 supplementation on vascular calcification in patients with diabetes:A randomized, double-blind, placebo-controlled trial

Zwakenberg S. R., De Jong P. A., Bartstra J. W., Van Asperen R., Westerink J., De Valk H., Slart R. H.J.A., Luurtsema G., Wolterink J. M., De Borst G. J., Van Herwaarden J. A., Van De Ree M. A., Schurgers L. J., Van Der Schouw Y. T., Beulens J. W.J. 1 okt 2019, In: American Journal of Clinical Nutrition. 110 , p. 883-890 8 p.

Knowledge-based and deep learning-based automated chest wall segmentation in magnetic resonance images of extremely dense breasts

Verburg Erik, Wolterink Jelmer M., de Waard Stephanie N., Išgum Ivana, van Gils Carla H., Veldhuis Wouter B., Gilhuijs Kenneth G.A. 1 okt 2019, In: Medical Physics. 46 , p. 4405-4416 12 p.

Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT

de Vos Bob D., Wolterink Jelmer M., Leiner Tim, de Jong Pim A., Lessmann Nikolas, Isgum Ivana 1 sep 2019, In: IEEE transactions on medical imaging. 38 , p. 2127-2138 12 p.

State-of-the-Art Deep Learning in Cardiovascular Image Analysis

Litjens G., Ciompi Francesco, Wolterink Jelmer M., de Vos B. D., Leiner Tim, Teuwen J., Išgum I. 1 aug 2019, In: JACC: Cardiovascular Imaging. 12 , p. 1549-1565 17 p.

A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography

Zreik Majd, van Hamersvelt Robbert W, Wolterink Jelmer M, Leiner Tim, Viergever Max A, Isgum Ivana jul 2019, In: IEEE Transactions on Medical Imaging. 38 , p. 1588-1598 11 p.

Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography

Wolterink Jelmer M., Leiner Tim, Išgum Ivana 1 jan 2019, p. 62-69 8 p.

Adversarial Optimization for Joint Registration and Segmentation in Prostate CT Radiotherapy

Elmahdy Mohamed S., Wolterink Jelmer M., Sokooti Hessam, Išgum Ivana, Staring Marius 1 jan 2019, p. 366-374 9 p.

Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI

Sander Jörg, De Vos Bob D., Wolterink Jelmer M., Išgum Ivana 1 jan 2019,

All Research Output (37)