Projects per year
Organization profile
Introduction / mission
Developing methods and applications for medical imaging, to improve clinical care.
Highlighted phrase
Supporting clinicians with image analysis
Organisational 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.
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Network
Profiles
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Yasmina Al Khalil
- Biomedical Engineering, Medical Image Analysis - Former Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
Projects
- 1 Active
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Spectralligence AI211009
Breeuwer, M., van de Sande, D. M. J., Amirrajab, S. & Veta, M.
1/11/21 → 31/10/24
Project: Research direct
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A Framework for Simulating Cardiac MR Images with Varying Anatomy and Contrast
Amirrajab, S., Al Khalil, Y., Lorenz, C., Weese, J., Pluim, J. & Breeuwer, M., Mar 2023, In: IEEE Transactions on Medical Imaging. 42, 3, p. 726-738 13 p., 9924194.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 Downloads (Pure) -
AI-AIF: artificial intelligence-based arterial input function for quantitative stress perfusion cardiac magnetic resonance
Scannell, C., Alskaf, E., Sharrack, N., Rezavi, R., Ourselin, S., Young, A., Plein, S. & Chiribiri, A., 1 Jan 2023, In: European Heart Journal - Digital Health. 4, 1, p. 12-21 10 p., ztac074.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile19 Downloads (Pure) -
Anatomical evaluation of deep-learning synthetic computed tomography images generated from male pelvis cone-beam computed tomography
de Hond, Y. J. M., Kerckhaert, C. E. M., van Eijnatten, M. A. J. M., van Haaren, P. M. A., Hurkmans, C. W. & Tijssen, R. H. N., Jan 2023, In: Physics and Imaging in Radiation Oncology. 25, 7 p., 100416.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Downloads (Pure)
Prizes
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Achievement for having a profile with more information
Harrevelt, Seb (Recipient), 1 Feb 2019
Prize: Other › Popular
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KNAW Van Leersum scholarship
van Eijnatten, Maureen (Recipient), 2018
Prize: KNAW › Other › Scientific
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Activities
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Code Sprint “Benchmarking Deep Learning based CT Image Reconstruction Methods”
Maureen van Eijnatten (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
Maureen van Eijnatten (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”
Maureen van Eijnatten (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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Researchers' Work from Eindhoven University of Technology Focuses on Health and Medicine (Bandwidth Improvement in Ultrasound Image Reconstruction Using Deep Learning Techniques)
Richard G.P. Lopata, Josien P.W. Pluim, Hans-Martin Schwab & Laslo van Anrooij
20/01/23
1 item of Media coverage
Press/Media: Expert Comment
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-Eindhoven University of Technology : AI analysis for a healthy eye
Josien P.W. Pluim, Mitko Veta & Friso G. Heslinga
22/06/22
2 items of Media coverage
Press/Media: Expert Comment
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AI analysis for a healthy eye
Josien P.W. Pluim, Mitko Veta & Friso G. Heslinga
21/06/22
2 items of Media coverage
Press/Media: Expert Comment
Impacts
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Brain Image Analysis
Josien P.W. Pluim (Content manager), Sylvia van Beek-Verschure (Content manager), Lieke van Gorp (Content manager), Amy Broeders (Content manager) & Erica Jansen (Content manager)
Impact: Research Topic/Theme (at group level)
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Cardiovascular Image Analysis
Josien P.W. Pluim (Content manager), Sylvia van Beek-Verschure (Content manager), Lieke van Gorp (Content manager), Amy Broeders (Content manager) & Erica Jansen (Content manager)
Impact: Research Topic/Theme (at group level)
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Deep Learning for Image-Guided Therapies
Josien P.W. Pluim (Content manager), Sylvia van Beek-Verschure (Content manager), Lieke van Gorp (Content manager), Amy Broeders (Content manager) & Erica Jansen (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
Author: Slegt, V. J., 29 Sept 2022Supervisor: Raaijmakers, A. J. E. (Supervisor 1), Pluim, J. P. W. (Supervisor 2), Schwab, H. (Supervisor 2), Staut, N. (External person) (External coach) & Verhaegen, F. J. W. (External person) (External coach)
Student thesis: Master
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3D medical image segmentation with labeled and unlabeled data using autoencoders
Author: Sital, C. K., 28 Nov 2019Supervisor: Raaijmakers, A. (Supervisor 1), Weese, J. (External person) (External coach) & Brosch, T. (External person) (External coach)
Student thesis: Master
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A computational biology framework: a data analysis tool to support biomedical engineers in their research
Author: Beishuizen, T. P. A., 29 Nov 2018Supervisor: Bosnacki, D. (Supervisor 1), Cheplygina, V. (Supervisor 2), Hilbers, P. A. J. (Supervisor 2), Fletcher, G. (Supervisor 2) & Vanschoren, J. (Supervisor 2)
Student thesis: Master