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

Imaging Division

Contact

jpluim@umcutrecht.nl

Research programs

Cancer

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

Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation

Jansen MJA, Kuijf HJ, Pluim JPW 2019

Reducing distortions in echo-planar breast imaging at ultrahigh field with high-resolution off-resonance maps

van Rijssel Michael J, Zijlstra Frank, Seevinck Peter R, Luijten Peter R, Gilhuijs Kenneth G A, Klomp Dennis W J, Pluim Josien P W 2019 In: Magnetic Resonance in Medicine. 82, p. 425-435

Selection Strategies for Atlas-Based Mosaicing of Left Atrial 3-D Transesophageal Echocardiography Data

Mulder Harriët W., van Stralen Marijn, Ren Ben, Haak Alexander, van Burken Gerard, Viergever Max A., Bosch Johan G., Pluim Josien P.W. Jul 2018 In: Ultrasound in Medicine and Biology. 44, p. 1533-1543

Inferring a third spatial dimension from 2D histological images

Lafarge Maxime W., Pluim Josien P.W., Eppenhof Koen A.J., Moeskops Pim, Veta Mitko 23 May 2018 2018-April, p. 586-589 4 p.

Automatic classification of focal liver lesions based on clinical DCE-MR and T2-weighted images: A feasibility study

Jansen M. J.A., Kuijf H. J., Pluim J. P.W. 23 May 2018 2018-April, p. 245-248 4 p.

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

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

Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images

Zhang Jiong, Bekkers Erik, Chen Da, Berendschot Tos T.J.M., Schouten Jan, Pluim Josien P.W., Shi Yonggang, Dashtbozorg Behdad, Romeny Bart M.Ter Haar 1 May 2018 In: IEEE Transactions on Biomedical Engineering. 65, p. 1151-1165 15 p.

Estimating B₁⁺ in the breast at 7T using a generic template

van Rijssel Michael J., Pluim Josien P. W., Luijten Peter R., Gilhuijs Kenneth G. A., Raaijmakers Alexander J. E., Klomp Dennis W. J. 23 Mar 2018 In: NMR in Biomedicine. 31 12 p.

Deformable image registration using convolutional neural networks

Eppenhof Koen A.J., Lafarge Maxime W., Moeskops Pim, Veta Mitko, Pluim Josien P.W. 1 Jan 2018

Crowd disagreement about medical images is informative

Cheplygina Veronika, Pluim Josien P.W. 1 Jan 2018 p. 105-111 7 p.

All Research Output (124)

Fellowship and Awards

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