Projecten per jaar
Organisatieprofiel
Introductie / missie
Developing methods and applications for medical imaging, to improve clinical care.
Highlighted phrase
Supporting clinicians with image analysis
Organisatieprofiel
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.
Vingerafdruk
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Profielen
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Aymen Ayaz
- Biomedical Engineering, Medical Image Analysis - ex Promovendus
Persoon: Prom. : Promovendus
projecten
- 1 Afgelopen
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Spectralligence AI211009
Breeuwer, M. (Project Manager), Veta, M. (Projectmedewerker), Amirrajab, S. (Projectmedewerker) & van de Sande, D. M. J. (Projectmedewerker)
1/11/21 → 31/10/24
Project: Third tier
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Capturing Dynamic Processes with Quantitative and Efficient Body Magnetic Resonance Imaging
Silva Canaveira Tourais, J. L., 25 feb. 2025, (Geaccepteerd/In druk) Eindhoven: Eindhoven University of Technology. 195 blz.Onderzoeksoutput: Scriptie › Dissertatie 1 (Onderzoek TU/e / Promotie TU/e)
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Geometric and dosimetric evaluation of CTV contour adaptations by radiation therapists for adaptive prostate radiotherapy on a 0.35 T MR-Linac
Kalkhoven, B., Hilberts, M. N., Verdonk, M. A. L., Verrijssen, A. S. E., van der Toorn, P. P. G., Budiharto, T. C. G., Bronius, P. F. C., Geerts, D., Hurkmans, C. W., Tetar, S. U. & Tijssen, R. H. N. (Corresponding author), mrt. 2025, In: Technical Innovations and Patient Support in Radiation Oncology. 33, 7 blz., 100302.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand -
Objective outcome prediction in depression through functional MRI brain network dynamics
Pilmeyer, J. (Corresponding author), Rademakers, S., Lamerichs, R. M. J. N., van Kranen-Mastenbroek, V. H. J. M., Jansen, J. F. A., Breeuwer, M. & Zinger, S., mrt. 2025, In: Psychiatry Research. Neuroimaging. 347, 10 blz., 111945.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand6 Downloads (Pure)
Datasets
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Multi-resolution T1w Brain MRI simulated data
Ayaz, A. (Ontwerper), Mendeley Data, 1 nov. 2024
DOI: 10.17632/jyw3t5z93j.1, https://data.mendeley.com/datasets/jyw3t5z93j
Dataset
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MIDOG++: A Comprehensive Multi-Domain Dataset for Mitotic Figure Detection
Aubreville, M. (Ontwerper), Wilm, F. (Ontwerper), Stathonikos, N. (Ontwerper), Breininger, K. (Ontwerper), Donovan, T. (Ontwerper), Jabari, S. (Ontwerper), Veta, M. (Ontwerper), Ammeling, J. (Ontwerper), van Diest, P. J. (Ontwerper), Klopfleisch, R. (Ontwerper) & Bertram, C. (Ontwerper), Figshare, 30 jun. 2023
DOI: 10.6084/m9.figshare.c.6615571, https://springernature.figshare.com/collections/MIDOG_A_Comprehensive_Multi-Domain_Dataset_for_Mitotic_Figure_Detection/6615571 en nog één link, https://springernature.figshare.com/collections/MIDOG_A_Comprehensive_Multi-Domain_Dataset_for_Mitotic_Figure_Detection/6615571/1 (minder tonen)
Dataset
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MIDOG++ database as JSON format
Aubreville, M. (Ontwerper), Wilm, F. (Ontwerper), Stathonikos, N. (Ontwerper), Breininger, K. (Ontwerper), Donovan, T. (Ontwerper), Jabari, S. (Ontwerper), Veta, M. (Ontwerper), Ammeling, J. (Ontwerper), van Diest, P. J. (Ontwerper), Klopfleisch, R. (Ontwerper) & Bertram, C. (Ontwerper), Figshare, 30 jun. 2023
DOI: 10.6084/m9.figshare.23531121, https://springernature.figshare.com/articles/dataset/MIDOG_database_as_JSON_format/23531121 en nog één link, https://springernature.figshare.com/articles/dataset/MIDOG_database_as_JSON_format/23531121/1 (minder tonen)
Dataset
Prijzen
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Achievement for having a profile with more information
Harrevelt, S. (Ontvanger), 1 feb. 2019
Prijs: Anders › Overig › Populair
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KNAW Van Leersum scholarship
van Eijnatten, M. (Ontvanger), 2018
Prijs: KNAW › Anders › Wetenschappelijk
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Activiteiten
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Code Sprint “Benchmarking Deep Learning based CT Image Reconstruction Methods”
van Eijnatten, M. (Organisator)
15 jun. 2020 → 24 jun. 2020Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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Lorentz workshop: Enabling Data-Driven Methods for Inverse Problems in 3D Imaging
van Eijnatten, M. (Organisator)
21 nov. 2019 → 25 nov. 2019Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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Code Sprint “Deep Learning for High Resolution 3D Tomographic Reconstruction”
van Eijnatten, M. (Organisator)
3 jun. 2019 → 7 jun. 2019Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
Knipsels
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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 van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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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 van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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AI analysis for a healthy eye
Pluim, J. P. W., Veta, M. & Heslinga, F. G.
21/06/22
2 items van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Impacts
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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)
Scripties/Masterproeven
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3D Camera Monitoring of Rodent Irradiation Geometry for High Precision Shielding
Slegt, V. J. (Auteur), Raaijmakers, A. J. E. (Afstudeerdocent 1), Pluim, J. P. W. (Afstudeerdocent 2), Schwab, H.-M. (Afstudeerdocent 2), Staut, N. (Externe coach) & Verhaegen, F. (Externe coach), 29 sep. 2022Scriptie/Masterproef: Master
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3D medical image segmentation with labeled and unlabeled data using autoencoders
Sital, C. K. (Auteur), Raaijmakers, A. (Afstudeerdocent 1), Weese, J. (Externe coach) & Brosch, T. (Externe coach), 28 nov. 2019Scriptie/Masterproef: Master
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Accelerating MRI with a Quiet Wireless Insert Gradient Coil
Weersink, H. P. (Auteur), Raaijmakers, A. J. E. (Afstudeerdocent 1), Scannell, C. (Afstudeerdocent 2), Huberts, W. (Afstudeerdocent 2), Vermeulen, G. N. J. P. (Afstudeerdocent 2), van Keulen, T. A. C. (Afstudeerdocent 2) & Cortes Garcia, I. (Afstudeerdocent 2), 25 apr. 2024Scriptie/Masterproef: Master
Bestand