Onderzoeksoutput per jaar
Organisatieprofiel
Introductie / missie
Developing methods and applications for medical imaging, to improve clinical care.
Highlighted phrase
Supporting clinicians with image analysis
Over de organisatie
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 Duik in de onderzoeksthema's waar Medical Image Analysis actief is. Deze onderwerplabels komen voort uit het werk van deze leden van de organisatie. Samen vormen ze een unieke vingerafdruk.
Magnetic resonance imaging
Engineering en materiaalwetenschappen
Imaging techniques
Engineering en materiaalwetenschappen
Brain
Engineering en materiaalwetenschappen
Diffusion tensor imaging
Engineering en materiaalwetenschappen
Visualization
Engineering en materiaalwetenschappen
Image registration
Engineering en materiaalwetenschappen
Image analysis
Engineering en materiaalwetenschappen
Tensors
Engineering en materiaalwetenschappen
Netwerk
Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.
Profielen
Yasmina Al Khalil
- Faculteit Biomedische Technologie, Medical Image Analysis - Promovendus
Persoon: Prom. : Promovendus
Sina Amirrajab
- Faculteit Biomedische Technologie, Medical Image Analysis - Promovendus
Persoon: Prom. : Promovendus
Onderzoeksoutput 1977 2020
Fast contour propagation for MR-guided prostate radiotherapy using CNNs
Eppenhof, K. A. J., Maspero, M., Savenije, M. H. F., de Boer, J. C. J., van der Voort van Zyp, J. R. N., Raaymakers, B. W., Raaijmakers, A., Veta, M., Pluim, J. P. W. & van den Berg, C. A. T., 15 jan 2020, (Geaccepteerd/In druk).Onderzoeksoutput: Bijdrage aan congres › Abstract › Academic
Microvascular dysfunction is associated with worse cognitive performance the Maastricht study
Rensma, S. P., van Sloten, T. T., Houben, A. J. H. M., Koehler, S., van Boxtel, M. P. J., Berendschot, T. T. J. M., Jansen, J. F. A., Verhey, F. R. J., Kroon, A. A., Koster, A., Backes, W. H., Schaper, N., Dinant, G-J., Schalkwijk, C. G., Henry, R. M. A., Wolfs, E. M. L., van Heumen, M. J. A., Schram, M. T. & Stehouwer, C. D. A., jan 2020, In : Hypertension. 75, 1, blz. 237-245 9 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Supervised deformable image registration using deep neural networks
Eppenhof, K. A. J., 11 feb 2020, (Geaccepteerd/In druk) Eindhoven: Technische Universiteit Eindhoven. 119 blz.Onderzoeksoutput: Scriptie › Dissertatie 1 (Onderzoek TU/e / Promotie TU/e)
Open Access
Bestand
Prijzen
Achievement for having a profile with more information
Seb Harrevelt (Ontvanger), 1 feb 2019
Prijs: Anders › Overig › Populair
profiles
Activiteiten 2006 2019
Reached an uncanny level of Pure Profile editing
Seb Harrevelt (Ontvanger)1 feb 2019
Activiteit: Types andere activiteiten › Overige › Populair
The European Alliance of Medical and Biological Engineering and Science (EAMBES) (Externe organisatie)
Bart M. ter Haar Romeny (Lid)2012
Activiteit: Types lidmaatschap › Lidmaatschap van commissie › Wetenschappelijk
Distinguished Professor in Biomedical Image Analysis
Bart M. ter Haar Romeny (Onderzoeker)2010 → 2013
Activiteit: Types andere activiteiten › Overige › Wetenschappelijk
Pers/media
Professor Maarten Merkx new Dean of the Department of Biomedical Engineering at TU/e
Frank P.T. Baaijens, Peter A.J. Hilbers, Maarten Merkx, Keita Ito & Josien P.W. Pluim
21/10/19
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Postdoc Artificial intelligence for ultrasound imaging in North Brabant, Eindhoven
31/07/19
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
WIPO PUBLISHES PATENT OF TECHNISCHE UNIVERSITEIT EINDHOVEN FOR "OBJECT RECOGNITION USING A CONVOLUTIONAL NEURAL NETWORK TRAINED BY PRINCIPAL COMPONENT ANALYSIS AND REPEATED SPECTRAL CLUSTERING" (DUTCH INVENTORS)
3/06/19
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Impacts
Brain Image Analysis
Josien P.W. Pluim (Content manager), Rina van Dijck - Postma (Content manager), Sylvia van Beek - Verschure (Content manager), Lieke van Gorp (Content manager), Amy Broeders (Content manager)
Impact: Research Topic/Theme (at group level)
Cardiovascular Image Analysis
Josien P.W. Pluim (Content manager), Rina van Dijck - Postma (Content manager), Sylvia van Beek - Verschure (Content manager), Lieke van Gorp (Content manager), Amy Broeders (Content manager)
Impact: Research Topic/Theme (at group level)
Crowdsourcing for Medical Image Analysis
Josien P.W. Pluim (Content manager), Rina van Dijck - Postma (Administratieve ondersteuning), Sylvia van Beek - Verschure (Content manager), Lieke van Gorp (Content manager), Amy Broeders (Content manager)
Impact: Research Topic/Theme (at group level)
Scripties/masterproeven
3D medical image segmentation with labeled and unlabeled data using autoencoders
Auteur: Sital, C., 28 nov 2019Begeleider: Raaijmakers, A. (Afstudeerdocent 1), Weese, J. (Externe persoon) (Externe coach) & Brosch, T. (Externe persoon) (Externe coach)
Scriptie/masterproef: Master
A computational biology framework: a data analysis tool to support biomedical engineers in their research
Auteur: Beishuizen, T., 29 nov 2018Begeleider: Bosnacki, D. (Afstudeerdocent 1), Cheplygina, V. (Afstudeerdocent 2), Hilbers, P. (Afstudeerdocent 2), Fletcher, G. (Afstudeerdocent 2) & Vanschoren, J. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Analyzing the relation between brain lesions and short association fibers using diffusion MRI
Auteur: Kamps, J., jun 2017Begeleider: Sepasian, N. (Afstudeerdocent 1), Fuster, A. (Afstudeerdocent 2) & Pluim, J. (Afstudeerdocent 2)
Scriptie/masterproef: Master