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 Verdiep u in de onderzoeksgebieden waarop Medical Image Analysis actief is. Deze onderwerplabels komen uit het werk van de leden van deze organisatie. Samen vormen ze een unieke vingerafdruk.
Netwerk
Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.
Profielen
Samaneh Abbasi-Sureshjani
- Department of Biomedical Engineering, Medical Image Analysis - Onderzoeker
Persoon: OWP : Docent / Onderzoeker
Yasmina Al Khalil
- Department of Biomedical Engineering, Medical Image Analysis - Promovendus
Persoon: Prom. : Promovendus
Sina Amirrajab
- Department of Biomedical Engineering, Medical Image Analysis - Promovendus
Persoon: Prom. : Promovendus
Onderzoeksoutput
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
Eijnatten, M. V., Rundo, L., Batenburg, K. J., Lucka, F., Beddowes, E., Caldas, C., Gallagher, F. A., Sala, E., Schönlieb, C-B. & Woitek, R., 15 mei 2020, (Geaccepteerd/In druk) In : Computer Methods and Programs in Biomedicine.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic
4D semantic cardiac magnetic resonance image synthesis on XCAT anatomical model
Abbasi-Sureshjani, S., Amirrajab, S., Lorenz, C., Weese, J., Pluim, J. & Breeuwer, M., 17 feb 2020, In : arXiv.org, e-Print Archive, Physics. 13 blz., 2002.07089.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic
Open Access
Bestand
Accelerating implant RF safety assessment using a low-rank inverse update method
Stijnman, P. R. S., Tokaya, J. P., van Gemert, J., Luijten, P. R., Pluim, J. P. W., Brink, W. M., Remis, R. F., van den Berg, C. A. T. & Raaijmakers, A. J. E., 1 mei 2020, In : Magnetic Resonance in Medicine. 83, 5, blz. 1796-1809 14 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access
Bestand
Prijzen
Achievement for having a profile with more information
Seb Harrevelt (Ontvanger), 1 feb 2019
Prijs: Anders › Overig › Populair
Activiteiten
Lorentz workshop: Enabling Data-Driven Methods for Inverse Problems in 3D Imaging
Maureen van Eijnatten (Organisator)21 nov 2019 → 25 nov 2019
Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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
Knipsels
Eindhoven University of Technology: Artificial Intelligence Brings Greater Precision to Operations
8/02/20
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Artificial intelligence brings greater precision to operations
6/02/20
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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
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