Projects per year
Organisation profile
Introduction / mission
Developing methods and applications for medical imaging, to improve clinical care.
Highlighted phrase
Supporting clinicians with image analysis
Organisation profile
Imaging is a crucial element of all stages of medical care: from screening, diagnosis, prognosis and treatment, to the monitoring of therapy. With the increasing size and complexity of images, automated image analysis is an indispensible support for clinicians. Moreover, it opens novel ways to improve care.
We contribute to this rapidly growing field by developing new concepts for medical image analysis as well as applications that support clinicians in their decision making, ultimately aiming for safer and better care.
Our group investigates image analysis on methodological topics as registration, quantification, crowdsourcing and machine learning. In close contact with industry and hospitals, we contribute to the field of image analysis for oncology, cardiology, neurology and histopathology as well as the field of high-field MRI acquisition and RF safety.
We provide courses on the topic of Medical Image Analysis in both the Bachelor's and the Master's curriculum (both BME and ME programs). In cooperation with the University Medical Center Utrecht we offer a joint master in Medical Imaging.
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Profiles
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Tos T.J.M. Berendschot
- Biomedical Engineering, Medical Image Analysis - University Researcher
Person: OWP : University Teacher / Researcher
Projects
- 1 Finished
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Spectralligence AI211009
Breeuwer, M. (Project Manager), Veta, M. (Project member), Amirrajab, S. (Project member) & van de Sande, D. M. J. (Project member)
1/11/21 → 31/10/24
Project: Third tier
Research output
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An evaluation of the coax monopole antenna as a transmit array element for head imaging at 14 T
Budé, L. M. I. (Corresponding author), Vat, K., Voogt, I. J., Zivkovic, I. & Raaijmakers, A. J. E., Jun 2025, In: Magnetic Resonance in Medicine. 93, 6, p. 2667-2679 13 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Assessing myelin changes in lesional and non-lesional white matter in patients with MS using the T1w/FLAIR-ratio: a longitudinal study
van den Boogaard, L. J. M., Drenthen, G. S., Monachino, S., Knippenberg, S., Zinger, S., Dinis Fernandes, C., Breeuwer, M., Jolani, S., Jansen, J. F. A. & Gerlach, O., 17 Jan 2025.Research output: Contribution to conference › Abstract › Academic
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Benchmarking and Enhancing Surgical Phase Recognition Models for Robot-Assisted Esophagectomy
Li, Y., van Jaarsveld, R., de Jong, R., Bongers, J., Kuiper, G., van Hillegersberg, R., Ruurda, J., Breeuwer, M. & Al Khalil, Y., 7 Apr 2025, Medical Imaging 2025: Image-Guided Procedures, Robotic Interventions, and Modeling. Rettmann, M. E. & Siewerdsen, J. H. (eds.). SPIE, 9 p. 134080T. (Proceedings of SPIE; vol. 13408).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Datasets
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Multi-resolution T1w Brain MRI simulated data
Ayaz, A. (Creator), Mendeley Data, 1 Nov 2024
DOI: 10.17632/jyw3t5z93j.1, https://data.mendeley.com/datasets/jyw3t5z93j
Dataset
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MIDOG++ database as JSON format
Aubreville, M. (Creator), Wilm, F. (Creator), Stathonikos, N. (Creator), Breininger, K. (Creator), Donovan, T. (Creator), Jabari, S. (Creator), Veta, M. (Creator), Ammeling, J. (Creator), van Diest, P. J. (Creator), Klopfleisch, R. (Creator) & Bertram, C. (Creator), Figshare, 30 Jun 2023
DOI: 10.6084/m9.figshare.23531121, https://springernature.figshare.com/articles/dataset/MIDOG_database_as_JSON_format/23531121 and one more link, https://springernature.figshare.com/articles/dataset/MIDOG_database_as_JSON_format/23531121/1 (show fewer)
Dataset
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Data for: Neu3CA-RT: A Framework for Real-Time fMRI Analysis
Heunis, S. (Creator), de Louw, A. (Contributor), Lamerichs, R. (Contributor), Bergmans, J. (Contributor), Breeuwer, M. (Contributor) & Besseling, R. (Contributor), Mendeley Data, 5 Oct 2018
DOI: 10.17632/xm3yfpzrvx.1, https://data.mendeley.com/datasets/xm3yfpzrvx
Dataset
Prizes
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Achievement for having a profile with more information
Harrevelt, S. (Recipient), 1 Feb 2019
Prize: Other › Popular
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Activities
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Code Sprint “Benchmarking Deep Learning based CT Image Reconstruction Methods”
van Eijnatten, M. (Organiser)
15 Jun 2020 → 24 Jun 2020Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
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Lorentz workshop: Enabling Data-Driven Methods for Inverse Problems in 3D Imaging
van Eijnatten, M. (Organiser)
21 Nov 2019 → 25 Nov 2019Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
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Code Sprint “Deep Learning for High Resolution 3D Tomographic Reconstruction”
van Eijnatten, M. (Organiser)
3 Jun 2019 → 7 Jun 2019Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
Press/Media
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Maarten Merkx reappointed as dean of department of Biomedical Engineering
Merkx, M., Ito, K. & Pluim, J. P. W.
8/10/23 → 9/10/23
2 items of Media coverage
Press/Media: Expert Comment
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Reports from Delft University of Technology Advance Knowledge in Obesity, Fitness and Wellness (Robust Cardiac T-1 Rho Mapping At 3t Using Adiabatic Spin-lock Preparations)
19/07/23
1 item of Media coverage
Press/Media: Expert Comment
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-Eindhoven University of Technology : AI analysis for a healthy eye
Pluim, J. P. W., Veta, M., Heslinga, F. G. & Fitzgerald, B.
22/06/22
5 items of Media coverage
Press/Media: Expert Comment
Research areas
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Brain Image Analysis
Pluim, J. P. W. (Content manager), van Beek-Verschure, S. (Content manager), van Gorp, L. (Content manager), Broeders, A. E. J. A. (Content manager) & Jansen, E. (Content manager)
Impact: Research Topic/Theme (at group level)
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Deep Learning for Image-Guided Therapies
Pluim, J. P. W. (Content manager), van Beek-Verschure, S. (Content manager), van Gorp, L. (Content manager), Broeders, A. E. J. A. (Content manager) & Jansen, E. (Content manager)
Impact: Research Topic/Theme (at group level)
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Histopathology Image Analysis
Pluim, J. P. W. (Content manager), van Beek-Verschure, S. (Content manager), van Gorp, L. (Content manager), Broeders, A. E. J. A. (Content manager) & Jansen, E. (Content manager)
Impact: Research Topic/Theme (at group level)
Student theses
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3D Camera Monitoring of Rodent Irradiation Geometry for High Precision Shielding
Slegt, V. J. (Author), Raaijmakers, A. J. E. (Supervisor 1), Pluim, J. P. W. (Supervisor 2), Schwab, H.-M. (Supervisor 2), Staut, N. (External coach) & Verhaegen, F. (External coach), 29 Sept 2022Student thesis: Master
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3D medical image segmentation with labeled and unlabeled data using autoencoders
Sital, C. K. (Author), Raaijmakers, A. (Supervisor 1), Weese, J. (External coach) & Brosch, T. (External coach), 28 Nov 2019Student thesis: Master
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Accelerating MRI with a Quiet Wireless Insert Gradient Coil
Weersink, H. P. (Author), Raaijmakers, A. J. E. (Supervisor 1), Scannell, C. (Supervisor 2), Huberts, W. (Supervisor 2), Vermeulen, G. N. J. P. (Supervisor 2), van Keulen, T. A. C. (Supervisor 2) & Cortes Garcia, I. (Supervisor 2), 25 Apr 2024Student thesis: Master
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