Personal profile
Research profile
Josien Pluim is professor of Medical Image Analysis at Eindhoven University of Technology, and head of the Medical Image Analysis group. In addition, she holds a part-time professorship at the University Medical Center Utrecht and is vice-dean for the Department of Biomedical Engineering at TU/e. Her research focus is on image analysis (e.g. registration, segmentation, detection, machine/deep learning), both methodology development and clinical applications. The latter in particular targeted at neurology and oncology.
Academic background
Josien Pluim studied Computer Science at the University of Groningen (The Netherlands) and graduated in 1996, specializing in Scientific Computing and Imaging. The research for her master's thesis was carried out at the Image Sciences Institute of the University Medical Center Utrecht (The Netherlands), where she decided to stay for PhD research on multimodality image registration, focusing on mutual information as the registration measure. After obtaining her PhD degree in 2001, she continued as an assistant professor (and later associate professor) in the same group, shortly interrupted by a stint at the Image Processing and Analysis Group of Yale University (USA). In 2014, she was appointed full Professor of Medical Imaging at the Department of Biomedical Engineering of Eindhoven University of Technology (TU/e, The Netherlands). In 2015, she was appointed part-time professor of Medical Image Analysis at the Image Sciences Institute of UMC Utrecht.
Josien Pluim co-authored more than 250 peer-reviewed scientific papers. She is or was associate editor of five journals (IEEE TMI, IEEE TBME, Medical Physics, Journal of Medical Imaging and Medical Image Analysis). She served as a member of the Executive Board of the MICCAI Society, as conference chair of SPIE Medical Imaging Image Processing 2006-2009, chair of WBIR 2006 and programme co-chair of MICCAI 2010. She is a fellow of the MICCAI Society and an IEEE Fellow.
External positions
Executive Board MICCAI Society
1 Feb 2014 → 31 Jan 2020
professor, Universitair Medisch Centrum Utrecht
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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DeepMultiConnectome: Deep multi-task prediction of structural connectomes directly from diffusion MRI tractography
Vroemen, M. (Corresponding author), Chen, Y., Lo, Y., Xue, T., Cai, W., Zhang, F., Pluim, J. P. W. & O'Donnell, L. J., Mar 2026, In: Neuroimage. 328, 11 p., 121765.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile17 Downloads (Pure) -
Do segmentation metrics reflect clinical reality? A surgeon-centered evaluation in robot-assisted minimally invasive esophagectomy
de Jong, R. (Corresponding author), Li, Y., van Jaarsveld, R., Kuiper, G., van Hillegersberg, R., Ruurda, J., Pluim, J., Breeuwer, M. & Al Khalil, Y., Jan 2026, In: Surgical Endoscopy. 40, 1, p. 277-290 14 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)7 Downloads (Pure) -
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 p., 103873.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile148 Downloads (Pure) -
Artificial Intelligence-Detected Tumor-Infiltrating Lymphocytes and Outcomes in Anti-PD-1-Based Treated Melanoma
Schuiveling, M., Van Duin, I. A. J., Ter Maat, L. S., van der Weerd, J. C., Verheijden, R. J., Van Den Berkmortel, F., Blank, C. U., Breimer, G. E., Burgers, F. H., Boers-Sonderen, M., Van Den Eertwegh, A. J. M., De Groot, J. W. B., Haanen, J. B. A. G., Hospers, G. A. P., Kapiteijn, E., Piersma, D., Vreugdenhil, G., Westgeest, H., Schrader, A. M. R. & Pluim, J. P. W. & 4 others, , Dec 2025, In: JAMA Oncology. 11, 12, p. 1470-1478Research output: Contribution to journal › Article › Academic › peer-review
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Beyond accuracy: Quantifying the reliability of multiple instance learning for whole slide image classification
Keshvarikhojasteh, H. (Corresponding author), Aubreville, M., Bertram, C. A., Pluim, J. P. W. & Veta, M., 5 Dec 2025, (E-pub ahead of print) In: PLoS ONE. XX, e0337261.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
Courses
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Capita selecta in medical image analysis
Breeuwer, M., Pluim, J. P. W. & Scannell, C. 1/09/15 → 31/08/26
Course
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Press/Media
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Maarten Merkx Reappointed as Dean of Department of Biomedical Engineering (10/9/23)
Merkx, M., Ito, K. & Pluim, J. P. W.
9/10/23
1 item of Media coverage
Press/Media: Expert Comment
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Maarten Merkx reappointed as dean of department of Biomedical Engineering
Merkx, M., Ito, K. & Pluim, J. P. W.
8/10/23 → 9/10/23
2 items of Media coverage
Press/Media: Expert Comment
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Department of Radiotherapy Reports Findings in Mathematics (Deep learning based correction of RF field induced inhomogeneities for T2w prostate imaging at 7 T)
12/09/23
1 item of Media coverage
Press/Media: Expert Comment
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Studies from Eindhoven University of Technology Have Provided New Information about Obesity, Fitness and Wellness (A Framework for Simulating Cardiac Mr Images With Varying Anatomy and Contrast)
Breeuwer, M., Pluim, J. P. W., Amirrajab, S. & Al Khalil, Y.
16/06/23
1 item of Media coverage
Press/Media: Expert Comment
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Researchers' Work from Eindhoven University of Technology Focuses on Health and Medicine (Bandwidth Improvement in Ultrasound Image Reconstruction Using Deep Learning Techniques)
Pluim, J. P. W., Schwab, H.-M. & van Anrooij, L.
20/01/23
1 item of Media coverage
Press/Media: Expert Comment
Research areas
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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)
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Image Registration
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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Quantitative cardiac magnetic resonance image analysis
Pluim, J. (Content manager), van Beek-Verschure, S. (Content manager), Broeders, A. (Content manager) & Jansen, E. (Content manager)
Impact: Research Topic/Theme (at group level)