Edwin Bennink works as a researcher and scientific software engineer for the Medical Physics Group and the Image Sciences Institute (UMC Utrecht - Dept. of Radiology).
He received the MSc degree (cum laude) in biomedical engineering from the Eindhoven University of Technology in 2007. In 2016, he received his PhD from the Utrecht University, with a research project on quantitative CT brain perfusion analysis. From 2007 to 2011 he worked as senior software developer for Scientific Volume Imaging BV.
Besides doing research in CT imaging in acute stroke and supporting various image-analysis related projects throughout the UMC Utrecht, Edwin is one of the lead developers of IMAGR, the image analytics infrastructure that brings deep-learning algorithms into the clinical workflow.
Image Sciences Institute
University Medical Center Utrecht
Heidelberglaan 100
Q.02.4.45
3584 CX Utrecht
The Netherlands
email:
h.e.bennink@umcutrecht.nl
office: Q.02.4.33
phone: +31 88 75 69694
secretary: +31 88 75 57772
Publications
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A monocenter, patient-blinded, randomized, parallel-group, non-inferiority study to compare cochlear implant receiver/stimulator device fixation techniques (COMFIT) with and without drilling in adults eligible for primary cochlear implantation
Markodimitraki, Laura M., Harkel, Timen C.ten, Bennink, Edwin, Stegeman, Inge, Thomeer, Hans G.X.M.
Sep
2023
in
Trials [E]
24
(1),
p. 1-10
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Standardizing the estimation of ischemic regions can harmonize CT perfusion stroke imaging
Peerlings, Daan, Bennink, Edwin, Dankbaar, Jan W, Velthuis, Birgitta K, Emmer, Bart J, Hoving, Jan W, Majoie, Charles B L M, Marquering, Henk A, van Voorst, Henk, de Jong, Hugo W A M, CLEOPATRA (cost-effectiveness of CT perfusion for patients with acute ischemic stroke) healthcare evaluation, DUST (Dutch acute stroke) study investigators
Aug
2023
in
European Radiology
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Detection of Cardioembolic Sources With Nongated Cardiac Computed Tomography Angiography in Acute Stroke: Results From the ENCLOSE Study
Kauw, Frans, Velthuis, Birgitta K, Takx, Richard A P, Guglielmo, Marco, Cramer, Maarten J, van Ommen, Fasco, Bos, Anneloes, Bennink, Edwin, Marquering, Henk A., Kappelle, L Jaap, de Jong, Hugo W A M, Dankbaar, Jan W
Mar
2023
in
Stroke
54
(3),
p. 821-830
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Neural network-derived perfusion maps: A model-free approach to computed tomography perfusion in patients with acute ischemic stroke
Gava, Umberto A., D’Agata, Federico, Tartaglione, Enzo, Renzulli, Riccardo , Grangetto, Marco , Bertolino, Francesca , Santonocito, Ambra , Bennink, E, Vaudano, Giacomo , Boghi, Andrea , Bergui, Mauro
Mar
2023
in
Frontiers in Neuroinformatics [E]
17
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Spatial CT perfusion data helpful in automatically locating vessel occlusions for acute ischemic stroke patients
Peerlings, D, de Jong, Hugo, Bennink, E, Dankbaar, Jan Willem, Velthuis, Birgitta, Emmer, Bart J, Majoie, C.B., Marquering, H. A., Dutch acute Stroke Study (DUST) investigators
Mar
2023
in
Frontiers in Neurology
14
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Cerebrospinal fluid volume improves prediction of malignant edema after endovascular treatment of stroke
Kauw, Frans, Bernsen, Marie Louise, Dankbaar, Jan Willem, de Jong, Hugo, Kappelle, Jaap, Velthuis, Birgitta K, Van der Worp, H B, van der Lugt, Aad, Roos, Y B, Yo, Lonneke, van Walderveen, Marianne Aa, Hofmeijer, Jeannette, Bennink, Edwin
Feb
2023
in
International Journal of Stroke
18
(2),
p. 187-192
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Probability maps classify ischemic stroke regions more accurately than CT perfusion summary maps
Peerlings, Daan, van Ommen, Fasco, Bennink, Edwin, Dankbaar, Jan Willem, Velthuis, Birgitta, Emmer, Bart J, Hoving, Jan W., Majoie, Charles B.L.M., Marquering, Henk A., de Jong, Hugo W.A.M.
Sep
2022
in
European Radiology
32
(9),
p. 6367-6375
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Motion correction in retinal optical coherence tomography imaging using deep learning registration
Ntatsis, Konstantinos , Sánchez Brea, Luisa, Andrade De Jesus, Danilo, Barbosa-Breda, João, van Walsum, Theo, Bennink, E, Klein, Stefan
apr
2022 in Motion correction in retinal optical coherence tomography imaging using deep learning registration: Medical Imaging 2022: Image Processing p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032)
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Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge
Timmins, Kimberley, van der Schaaf, Irene, Bennink, E, Ruigrok, Ynte, Velthuis, BK, Kuijf, Hugo
Sep
2021
in
NeuroImage
238
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Bringing AI to the clinic: blueprint for a vendor-neutral AI deployment infrastructure
Leiner, Tim, Bennink, E, Mol, Christian, Kuijf, Hugo, Veldhuis, WB
Dec
2021
in
Insights Into Imaging [E]
12
(1),
p. 11
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Non-contrast dual-energy CT virtual ischemia maps accurately estimate ischemic core size in large-vessel occlusive stroke
Wolman, Dylan N., van Ommen, Fasco, Tong, Elizabeth, Kauw, Frans, Dankbaar, Jan Willem, Bennink, E, de Jong, Hugo, Molvin, Lior, Wintermark, Max, Heit, Jeremy J
Dec
2021
in
Scientific Reports
11
(1),
-
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Image Quality of Virtual Monochromatic Reconstructions of Noncontrast CT on a Dual-Source CT Scanner in Adult Patients
van Ommen, Fasco, Kauw, Frans, Bennink, E, Heit, Jeremy J, Wolman, Dylan N., Dankbaar, Jan Willem, de Jong, H.W.A.M., Wintermark, Max
Oct
2021
in
Academic Radiology
28
(10),
p. e323-e330
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Improving the Quality of Cerebral Perfusion Maps With Monoenergetic Dual-Energy Computed Tomography Reconstructions
van Ommen, Fasco, Bennink, E, Dankbaar, Jan Willem, Kauw, Frans, de Jong, H.W.A.M.
Jan
2021
in
Journal of Computer Assisted Tomography
45
(1),
p. 103-109
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Virtual monochromatic dual-energy CT reconstructions improve detection of cerebral infarct in patients with suspicion of stroke
van Ommen, Fasco, Dankbaar, Jan Willem, Zhu, Guangming, Wolman, Dylan N., Heit, Jeremy J, Kauw, Frans, Bennink, E, de Jong, Hugo, Wintermark, Max
Jan
2021
in
Neuroradiology
63
(1),
p. 41-49
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A Reflectivity Measure to Quantify Bruch's Membrane Calcification in Patients with Pseudoxanthoma Elasticum Using Optical Coherence Tomography
Risseeuw, Sara, Bennink, E, Poirot, Maarten, de Jong, Pim, Spiering, Wilko, Imhof, Saskia, van Leeuwen, R, Ossewaarde-van Norel, J
Jul
2020
in
Translational Vision Science and Technology
9
(8),
p. 34
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Prediction of Malignant Edema Formation After Endovascular Treatment for Middle Cerebral Artery Infarction: The Added Value of Intracranial Cerebrospinal Fluid Volume
Kauw, Frans, Bernsen, Marie Louise E., de Jong, H.W.A.M., Kappelle, Jaap, Velthuis, BK, van der worp, B, van der Lugt, Aad, Roos, Y.B., Hofmeijer, Jeannette, Dankbaar, Jan Willem, Bennink, E, MR CLEAN Registry Investigators
feb
2020 in Prediction of Malignant Edema Formation After Endovascular Treatment for Middle Cerebral Artery Infarction:The Added Value of Intracranial Cerebrospinal Fluid Volume INTERNATIONAL STROKE CONFERENCE 2020 p. (; vol. )
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Early detection of small volume stroke and thromboembolic sources with computed tomography: Rationale and design of the ENCLOSE study
Kauw, Frans, van Ommen, Fasco, Bennink, Edwin, Cramer, Maarten J, Kappelle, L Jaap, Takx, Richard Ap, Velthuis, Birgitta K, Viergever, Max A, Wouter van Es, H, Schonewille, Wouter J, Coutinho, Jonathan M, Majoie, Charles Blm, Marquering, Henk A, de Jong, Hugo Wam, Dankbaar, Jan W
Dec
2020
in
European Stroke Journal
5
(4),
p. 432-440
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From perviousness to permeability, modelling and measuring intra-thrombus flow in acute ischemic stroke
Arrarte Terreros, Nerea, Tolhuisen, Manon L., Bennink, E, de Jong, Hugo, Beenen, Ludo F. M., Majoie, Charles B.L.M., van Bavel, Ed
Oct
2020
in
Journal of Biomechanics
111
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Effect of prolonged acquisition intervals for CT-perfusion analysis methods in patients with ischemic stroke
van Ommen, F, Kauw, F, Bennink, E, Dankbaar, JW, Viergever, MA, de Jong, HWAM
Jul
2019
in
Medical Physics
46
(7),
p. 3156-3164
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Intracranial Cerebrospinal Fluid Volume as a Predictor of Malignant Middle Cerebral Artery Infarction
Kauw, Frans, Bennink, Edwin, De Jong, Hugo W.A.M., Kappelle, L. Jaap, Horsch, Alexander D., Velthuis, Birgitta K., Dankbaar, Jan W., DUST Investigators
Jun
2019
in
Stroke
50
(6),
p. 1437-1443
-
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Dose of CT protocols acquired in clinical routine using a dual-layer detector CT scanner: A preliminary report
van Ommen, F, de Jong, HWAM, Dankbaar, JW, Bennink, E, Leiner, T, Schilham, AMR
Mar
2019
in
European Journal of Radiology
112
p. 65-71
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Stroke progression and clinical outcome in ischemic stroke patients with a history of migraine
Mulder, Inge A, Holswilder, Ghislaine, van Walderveen, Marianne Aa, van der Schaaf, Irene C, Bennink, Edwin, Horsch, Alexander D, Kappelle, L Jaap, Velthuis, Birgitta K, Dankbaar, Jan Willem, Terwindt, Gisela M, Schonewille, Wouter J, Visser, Marieke C, Ferrari, Michel D, Algra, Ale, Wermer, Marieke Jh, DUST Investigators
Dec
2019
in
International Journal of Stroke
14
(9),
p. 946-955
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Quantification of Bruch’s Membrane calcification in Pseudoxanthoma Elasticum: a proof‐of‐concept study using SD‐OCT
Risseeuw, Sara, Bennink, E, Poirot, Maarten, Imhof, Saskia, van Leeuwen, R, Ossewaarde-van Norel, J
dec
2019 in Quantification of Bruch’s Membrane calcification in Pseudoxanthoma Elasticum:a proof‐of‐concept study using SD‐OCT Abstracts from the 2019 European Association for Vision and Eye Research Conference p. (ACTA OPHTHALMOLOGICA; vol. )
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Wake-up stroke versus stroke with known onset time: clinical and multimodality CT imaging characteristics
Dankbaar, Jan W., Bienfait, Henri P., Van Den Berg, Coen, Bennink, Edwin, Horsch, Alexander D., Van Seeters, Tom, Van Der Schaaf, Irene C., Kappelle, L. Jaap, Velthuis, Birgitta K.
Aug
2018
in
Cerebrovascular Diseases
45
( 5-6),
p. 236-244
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Image quality of conventional images of dual-layer SPECTRAL CT: a phantom study
van Ommen, F, Bennink, E, Vlassenbroek, A, Dankbaar, J W, Schilham, A M R, Viergever, M A, de Jong, H W A M
Jul
2018
in
Medical Physics
45
(7),
p. 3031-3042
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Computed Tomography Perfusion Derived Blood-Brain Barrier Permeability Does Not Yet Improve Prediction of Hemorrhagic Transformation
Horsch, Alexander D., Bennink, Edwin, van Seeters, Tom, Kappelle, L. Jaap, van der Graaf, Yolanda, Mali, Willem P.T.M., de Jong, Hugo W.A.M., Velthuis, Birgitta K., Dankbaar, Jan Willem
2018
in
Cerebrovascular Diseases
45
(1-2),
p. 26-32
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Automatic Localization of Cochlear Implant Electrode Contacts in CT
Bennink, Edwin, Peters, Jeroen P M, Wendrich, Anne W., Vonken, Evert jan, van Zanten, Gijsbert A., Viergever, Max A.
2017
in
Ear and Hearing
38
(6),
p. e376-e384
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Fast nonlinear regression method for CT brain perfusion analysis
Bennink, Edwin, Oosterbroek, Jaap, Kudo, Kohsuke, Viergever, Max A, Velthuis, BK, de Jong, Hugo W A M
Apr
2016
in
Journal of Medical Imaging
3
(2),
-
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Imaging Findings Associated with Space-Occupying Edema in Patients with Large Middle Cerebral Artery Infarcts
Horsch, A D, Dankbaar, J W, Stemerdink, T A, Bennink, E, van Seeters, T, Kappelle, L J, Hofmeijer, J, de Jong, H W, van der Graaf, Y, Velthuis, B K, DUST Investigators
2016
in
American Journal of Neuroradiology
37
(5),
p. 831-837
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Influence of Thin Slice Reconstruction on CT Brain Perfusion Analysis
Bennink, Edwin, Oosterbroek, Jaap, Horsch, Alexander D., Dankbaar, Jan Willem, Velthuis, BK, Viergever, Max A., de Jong, Hugo W. A. M.
Sep
2015
in
PLoS ONE [E]
10
(9),
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CT perfusion analysis by nonlinear regression for predicting hemorrhagic transformation in ischemic stroke
Bennink, Edwin, Horsch, Alexander D., Dankbaar, Jan Willem, Velthuis, BK, Viergever, Max A., de Jong, Hugo W. A. M.
Aug
2015
in
Medical Physics
42
(8),
p. 4610-4618
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Comparison of DCE-CT models for quantitative evaluation of K-trans in larynx tumors
Oosterbroek, J., Bennink, E., Philippens, M. E P, Raaijmakers, C. P J, Viergever, M. A., De Jong, H. W A M
May
2015
in
Physics in Medicine and Biology
60
(9),
p. 3759-3773
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Different CT perfusion algorithms in the detection of delayed cerebral ischemia after aneurysmal subarachnoid hemorrhage
Cremers, Charlotte H P, Dankbaar, Jan Willem, Vergouwen, Mervyn D I, Vos, Pieter C., Bennink, Edwin, Rinkel, Gabriel J E, Velthuis, Birgitta K., van der Schaaf, Irene C.
May
2015
in
Neuroradiology
57
(5),
p. 469-474
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Predicting stroke outcome using DCE-CT measured blood velocity
Oosterbroek, Jaap, Bennink, Edwin, Dankbaar, Jan Willem, Horsch, Alexander D., Viergever, Max A., Velthuis, BK, De Jong, Hugo W A M
2015 in Predicting stroke outcome using DCE-CT measured blood velocity: Progress in Biomedical Optics and Imaging - Proceedings of SPIE p. (; vol. )
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Automated prediction of tissue outcome after acute ischemic stroke in Computed Tomography perfusion images
Vos, Pieter C., BEnnink, Edwin, de Jong, H.W.A.M., Velthuis, BK, Viergever, Max A., Dankbaar, Jan Willem
2015 in Automated prediction of tissue outcome after acute ischemic stroke in Computed Tomography perfusion images: MEDICAL IMAGING 2015: COMPUTER-AIDED DIAGNOSIS p. (Proceedings of SPIE; vol. 9414)
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High performance analysis of compressed dynamic CT perfusion image data for acute care of ischemic stroke
Barros, R.S., Bennink, E, Posthuma, J., Oosterbroek, J, Majoie, C., de Jong, HWAM, Olabarriaga, S.D., Marquering, H. A.
2015 in High performance analysis of compressed dynamic CT perfusion image data for acute care of ischemic stroke: HPC-MICCAI 2015 p. (; vol. )
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Comparison of partial volume effects in arterial and venous contrast curves in CT brain perfusion imaging
Riordan, A.J., Bennink, H.E., Dankbaar, J.W., Viergever, M.A., Velthuis, B.K., Smit, E.J., de Jong, H.W.A.M.
2014
in
PLoS ONE [E]
9
(5),
p. e97586
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A fast nonlinear regression method for estimating permeability in CT perfusion imaging
Bennink, H.E., Riordan, A.J., Horsch, A.D., Dankbaar, J.W., Velthuis, B.K., de Jong, H.W.A.M.
2013
in
Journal of Cerebral Blood Flow and Metabolism
33
(11),
p. 1743-1751
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CT brain perfusion protocol to eliminate the need for selecting a venous output function
Riordan, A.J., Bennink, H.E., Viergever, M.A., Velthuis, B.K., Dankbaar, J.W., de Jong, H.W.A.M.
2013
in
American Journal of Neuroradiology
34
(7),
p. 1353-1358
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A novel 3d multi-scale lineness filter for vessel detection
Bennink, E, van Assen, H.C., Streekstra, G.J., ter Wee, R., Spaan, J.A.E., ter Haar Romeny, B.M.
2007 in A novel 3d multi-scale lineness filter for vessel detection: Medical Image Computing and Computer-Assisted Intervention–MICCAI 2007 p. 436-443 (Lecture Notes in Computer Science; vol. )
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