• Groene Loper, Building 15, Gemini-South 2.106, Secretary Rina van Dijck-Postma

    5612 AZ Eindhoven

    Netherlands

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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    Profiles

    No photo of Samaneh Abbasi Sureshjani

    Samaneh Abbasi-Sureshjani

    Person: OWP : University Teacher / Researcher

    20152020
    Photo of Yasmina Al Khalil

    Yasmina Al Khalil

    Person: Prom. : doctoral candidate (PhD)

    Photo of Sina Amirrajab

    Sina Amirrajab

    Person: Prom. : doctoral candidate (PhD)

    20202020

    Research Output

    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 May 2020, (Accepted/In press) In : Computer Methods and Programs in Biomedicine.

    Research output: Contribution to journalArticleAcademic

    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 p., 2002.07089.

    Research output: Contribution to journalArticleAcademic

    Open Access
    File
  • 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 May 2020, In : Magnetic Resonance in Medicine. 83, 5, p. 1796-1809 14 p.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
  • 26 Downloads (Pure)

    Prizes

    Achievement for having a profile with more information

    Seb Harrevelt (Recipient), 1 Feb 2019

    Prize: OtherPopular

    MVPP

    Seb Harrevelt (Recipient), 1 Feb 2019

    Prize: OtherPopular

  • Activities

    Lorentz workshop: Enabling Data-Driven Methods for Inverse Problems in 3D Imaging

    Maureen van Eijnatten (Organiser)
    21 Nov 201925 Nov 2019

    Activity: Participating in or organising an event typesWorkshop, seminar, course or exhibitionScientific

    Reached an uncanny level of Pure Profile editing

    Seb Harrevelt (Recipient)
    1 Feb 2019

    Activity: Other activity typesOtherPopular

    Research areas

    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 (Administrative support), Sylvia van Beek - Verschure (Content manager), Lieke van Gorp (Content manager), Amy Broeders (Content manager)

    Impact: Research Topic/Theme (at group level)

    Student theses

    3D medical image segmentation with labeled and unlabeled data using autoencoders

    Author: Sital, C., 28 Nov 2019

    Supervisor: Raaijmakers, A. (Supervisor 1), Weese, J. (External person) (External coach) & Brosch, T. (External person) (External coach)

    Student thesis: Master

    A computational biology framework: a data analysis tool to support biomedical engineers in their research

    Author: Beishuizen, T., 29 Nov 2018

    Supervisor: Bosnacki, D. (Supervisor 1), Cheplygina, V. (Supervisor 2), Hilbers, P. (Supervisor 2), Fletcher, G. (Supervisor 2) & Vanschoren, J. (Supervisor 2)

    Student thesis: Master

    Analyzing the relation between brain lesions and short association fibers using diffusion MRI

    Author: Kamps, J., Jun 2017

    Supervisor: Sepasian, N. (Supervisor 1), Fuster, A. (Supervisor 2) & Pluim, J. (Supervisor 2)

    Student thesis: Master