• 8931 Citaten
19952020
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Persoonlijk profiel

Research profile

Josien Pluim is full professor of Medical Imaging at the department of Biomedical Engineering, where she heads the research group Medical Image Analysis (IMAG/e). She is also a part-time professor of Medical Image Analysis at Utrecht University, affiliated with the Image Sciences Institute, an interdisciplinary research institute at the University Medical Center Utrecht.

Her field of interest is medical image analysis in a broad sense, although her focus is on image registration, digital pathology and image analysis for oncology. Both the theoretical side of method development and the applied side of working on medical problems appeal to her.

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 is a member of the advisory council of Computing Science at the University of Groningen and a participant in Spiegelbeeld, a role model programme to interest girls in exact sciences. Furthermore, she is an associate editor of five journals (IEEE TMI, IEEE TBME, Medical Image Analysis, Medical Physics and Journal of Medical Imaging), was programme chair of several international conferences (SPIE Medical Imaging – Image Processing 2006-2009, WBIR 2006, MICCAI 2010) and is a member of the MICCAI Board. She was elected Fellow of the MICCAI Society and Fellow of the IEEE.

Externe posities

Executive Board MICCAI Society

1 feb 2014 → …

professor, UMC Utrecht

Vingerafdruk Duik in de onderzoeksthema's waar Josien P.W. Pluim actief is. Deze onderwerplabels komen voort uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.

  • 3 Vergelijkbare profielen
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Magnetic resonance imaging Engineering en materiaalwetenschappen
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Lung Medicijnen en Levenswetenschappen

Netwerk Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.

Onderzoeksoutput 1995 2020

5 Downloads (Pure)

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 tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Bestand
Radio
Safety
Magnetic Fields
Heating
Libraries

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 congresAbstractAcademic

Ultrasound based wall stress analysis of abdominal aortic aneurysms using multiperspective imaging

van Disseldorp, E. M. J., van Dronkelaar, J. J., Pluim, J. P. W., van de Vosse, F. N., van Sambeek, M. R. H. M. & Lopata, R. G. P., 1 jan 2020, In : European Journal of Vascular and Endovascular Surgery. 59, 1, blz. 81-91 11 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Abdominal Aortic Aneurysm
Tomography
Aneurysm
Rupture
Magnetic Resonance Imaging
1 Citaat (Scopus)
14 Downloads (Pure)

Approximation of a pipeline of unsupervised retina image analysis methods with a CNN

Heslinga, F., Pluim, J., Dasht Bozorg, B., Berendschot, T., Houben, A. J. H. M., Henry, R. M. A. & Veta, M., 1 mrt 2019, Image Processing: SPIE Medical Imaging, 2019, San Diego, California, United States. Angelini, E. D. & Landman, B. A. (redactie). Bellingham: SPIE, 7 blz. 109491N. (Proceedings of SPIE; vol. 10949).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Biomarkers
Image analysis
Pipelines
Neural networks
Medical problems
24 Downloads (Pure)

Automatic classification of focal liver lesions based on MRI and risk factors

Jansen, M. J. A., Kuijf, H. J., Veldhuis, W. B., Wessels, F. J., Viergever, M. A. & Pluim, J. P. W., mei 2019, In : PLoS ONE. 14, 5, 13 blz., e0217053.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Bestand
lesions (animal)
Liver
Magnetic resonance imaging
risk factors
liver

Cursussen

Beelden

1/09/13 → …

Cursus

Project Imaging - BIA

1/09/14 → …

Cursus

Radiofrequentie velden in MRI

1/09/17 → …

Cursus

Impacten

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)

Histopathology 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)

Image Registration

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)

Scriptie

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

Auteur: Kamps, J., jun 2017

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

Scriptie/masterproef: Master

Automated spinous process segmentation in X-ray images using convolutional neural networks

Auteur: Roodhorst, S., 17 dec 2018

Begeleider: Pluim, J. (Afstudeerdocent 1) & Walsum, van, T. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

Brain blood perfusion and white matter integrity in accelerated cognitive ageing patiens with epilepsy

Auteur: Stevens, J., 31 okt 2019

Begeleider: Breeuwer, M. (Afstudeerdocent 1), Pluim, J. (Afstudeerdocent 2), Aldenkamp, A. (Afstudeerdocent 2), Zinger, S. (Afstudeerdocent 2), Mestrom, R. (Afstudeerdocent 2) & Bernas, A. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Clustered tumor phenotypes and resectability prediction for PDA using radiomic feature analysis

Auteur: Janse, M. H., 27 sep 2018

Begeleider: de With, P. (Afstudeerdocent 1), Pluim, J. (Afstudeerdocent 2), Zinger, S. (Afstudeerdocent 2) & Hermans, J. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

Computer aided detection and quantification of brain micro-bleeds in traumatic brain injury patients

Auteur: van den Heuvel, T., 31 jan 2015

Begeleider: ter Haar Romenij, B. (Afstudeerdocent 1), Pluim, J. (Afstudeerdocent 2) & Platel, B. (Afstudeerdocent 2)

Scriptie/masterproef: Master