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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Tos T.J.M. Berendschot
- Biomedical Engineering, Medical Image Analysis - Onderzoeker
Persoon: OWP : Docent / Onderzoeker
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
Onderzoeksoutput
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Preface
Su, R., de la Rosa, E. L., Vorberg, L., Zhang, J., Hilbert, A., Rist, L. & van Alsum, T., 2026, Image Analysis in Stroke Diagnosis and Interventions: 5th International Workshop, SWITCH 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. Su, R., de la Rosa, E., Vorberg, L., Zhang, J., Hilber, A., Rist, L. & van Walsum, T. (uitgave). Springer, blz. v 1 blz. (Lecture Notes in Computer Science; vol. 16098).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Voorwoord/editorial › Academic
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Scaling up self-supervised learning for improved surgical foundation models
Jaspers, T. J. M. (Corresponding author), de Jong, R. L. P. D. (Corresponding author), Li, Y., Kusters, K., Bakker, F. H. A., van Jaarsveld, R. C., Kuiper, G. M., van Hillegersberg, R., Ruurda, J. P., Brinkman, W. M., Pluim, J. P. W., de With, P. H. N., Breeuwer, M., Al Khalil, Y. & van der Sommen, F., feb. 2026, In: Medical Image Analysis. 108, 16 blz., 103873.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand24 Downloads (Pure) -
31P MRSI Coil Combination Using 23Na Sensitivity Information
Dai, J. (Corresponding author), Gosselink, M., Shams, Z., Froeling, M., Raaijmakers, A. J. E. & Klomp, D. W. J., 27 nov. 2025, (E-publicatie vóór gedrukte publicatie) In: Magnetic Resonance in Medicine. XXOnderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access
Datasets
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Data for: Neu3CA-RT: A Framework for Real-Time fMRI Analysis
Heunis, S. (Ontwerper), de Louw, A. (Bijdrager), Lamerichs, R. (Bijdrager), Bergmans, J. (Bijdrager), Breeuwer, M. (Bijdrager) & Besseling, R. (Bijdrager), Mendeley Data, 5 okt. 2018
DOI: 10.17632/xm3yfpzrvx.1, https://data.mendeley.com/datasets/xm3yfpzrvx
Dataset
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MIDOG++ database in SlideRunner sqlite 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. A. (Ontwerper), Figshare, 30 jun. 2023
DOI: 10.6084/m9.figshare.23531118, https://springernature.figshare.com/articles/dataset/MIDOG_database_in_SlideRunner_sqlite_format/23531118 en nog één link, https://springernature.figshare.com/articles/dataset/MIDOG_database_in_SlideRunner_sqlite_format/23531118/1 (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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Researchers from Maastricht University Report Details of New Studies and Findings in the Area of Cataract Surgery (Evaluation of a Visual Acuity Ehealth Tool In Patients With Cataract)
8/11/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Data on Engineering Reported by Researchers at Eindhoven University of Technology (Spatial and Temporal Quality of Brain Networks for Different Multi-Echo fMRI Combination Methods)
Zinger, S., Breeuwer, M., Lamerichs, R. M. J. N. & Pilmeyer, J.
7/11/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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New Findings in Keratoconus Described from Maastricht University (Accuracy of Intraocular Lens Calculations In Eyes With Keratoconus)
3/11/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Impacts
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Brain Image Analysis
Pluim, J. (Content manager), van Beek-Verschure, S. (Content manager), van Gorp, L. (Content manager), Broeders, 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. (Content manager), van Beek-Verschure, S. (Content manager), van Gorp, L. (Content manager), Broeders, A. (Content manager) & Jansen, E. (Content manager)
Impact: Research Topic/Theme (at group level)
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Histopathology Image Analysis
Pluim, J. (Content manager), van Beek-Verschure, S. (Content manager), van Gorp, L. (Content manager), Broeders, 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 Geometric Deep Learning for cardiac mapping of the left atrial anatomy
Nijdam, A. (Auteur), van Sloun, R. J. G. (Afstudeerdocent 1), van Eijnatten, M. (Afstudeerdocent 1), Wildeboer, R. R. (Externe coach) & van Heesch, F. H. (Externe coach), 1 jun. 2022Scriptie/Masterproef: Master
Bestand -
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