prof. dr. J.P.W. Pluim Full Professor

Imaging Division

Contact

jpluim@umcutrecht.nl

Research programs

Cancer (priority program)

Biography
Side Activities
Research Output
Fellowship and Awards

Biography

Josien Pluim studied Computer Science at the University of Groningen and graduated in 1996, specializing in Scientific Computing and Imaging. Having done the research for her master's thesis at the Image Sciences Institute, she was bribed into staying as a PhD candidate. Her research project involved multimodality image registration, focusing on mutual information as the registration measure. In June 2001, she received her PhD degree.

She is Professor of Medical Image Analysis at Eindhoven University of Technology, in combination with a part-time position at the Image Sciences Institute. She is associate editor of the IEEE Transactions on Medical Imaging, IEEE Transactions on Biomedical Enigineering, Medical Physics, SPIE Journal of Medical Imaging and Medical Image Analysis. She chaired the Workshop on Biomedical Image Registration (WBIR) 2006, was programme co-chair of MICCAI 2010 and chair of the Image Processing conference of SPIE Medical Imaging (2006-2009).

Her research focusses on medical image analysis, both methodological and applied research. The main research themes are oncology, image registration and digital pathology.

Side Activities

Professor of Medical Image Analysis at Eindhoven University of Technology

Research Output

Error estimation of deformable image registration of pulmonary CT scans using convolutional neural networks

Eppenhof Koen A.J., Pluim JPW 10 May 2018 In: Journal of Medical Imaging. 5

Deformable image registration using convolutional neural networks

Eppenhof Koen A.J., Lafarge Maxime W., Moeskops P, Veta M, Pluim JPW 1 Jan 2018

Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI

Moeskops P, de Bresser JHJM, Kuijf HJ, Mendrik AM, Biessels GJ, Pluim JPW, Isgum I 2018 In: Neuroimage: Clinical [E]. 17, p. 251-262 12 p.

Evaluation of motion correction for clinical dynamic contrast enhanced MRI of the liver

Jansen MJA, Kuijf HJ, Veldhuis WB, Wessels FJ, van Leeuwen MS, Pluim JPW 12 Sep 2017 In: Physics in Medicine and Biology. 62, p. 7556-7568 13 p.

The truth is hard to make: Validation of medical image registration

Pluim JPW, Muenzing Sascha E.A., Eppenhof Koen A.J., Murphy K 13 Apr 2017 p. 2294-2300 7 p.

Atlas-Based Mosaicing of Left Atrial 3-D Transesophageal Echocardiography Images

Mulder HW, van Stralen M, Ren Ben, Haak Alexander, Viergever MA, Bosch Johan G., Pluim JPW Apr 2017 In: Ultrasound in Medicine and Biology. 3, p. 765-774

Subject-specific liver motion modeling in MRI: A feasibility study on spatiotemporal prediction

Noorda YH, Bartels LW, Viergever MA, Pluim JPW 1 Mar 2017 In: Physics in Medicine and Biology. 62, p. 2581-2597 17 p.

Gland segmentation in colon histology images: The glas challenge contest

Sirinukunwattana Korsuk, Pluim JPW, Chen Hao, Qi Xiaojuan, Heng Pheng-Ann, Guo Yun Bo, Wang Li Yang, Matuszewski Bogdan J, Bruni Elia, Sanchez Urko, Böhm Anton, Ronneberger Olaf, Cheikh Bassem Ben, Racoceanu Daniel, Kainz Philipp, Pfeiffer Michael, Urschler Martin, Snead David R J, Rajpoot Nasir M Jan 2017 In: Medical image analysis. 35, p. 489-502 14 p.

Motion correction of dynamic contrast enhanced MRI of the liver

Jansen MJA, Veldhuis WB, van Leeuwen MS, Pluim JPW 2017

Supervised local error estimation for nonlinear image registration using convolutional neural networks

Eppenhof Koen A.J., Pluim JPW 2017

All Research Output (132)

Fellowship and Awards

Elected Fellow of the Medical Image Computing and Computer Assisted Intervention (MICCAI) Society.