Division of Image Processing

General Information

The Division of Image Processing, in Dutch abbreviated as the LKEB (Laboratorium voor Klinische en Experimentele Beeldverwerking), is a research group within the Department of Radiology, LUMC. The director of LKEB is Prof. Boudewijn P.F. Lelieveldt PhD.

We perform fundamental and applied research in the area of biomedical image processing and analysis. We execute extensive validation studies of the developed techniques, both technically and clinically. We aim to impact the healthcare system by bringing research results close to the clinic, through collaboration with clinicians as well as with industry.

While most of our research focuses on medical imaging, we are also interested in biological and genetic data. We have worked in particular on CT, MRI, IVUS and OCT imaging, in the brain, chest, heart, abdomen, vasculature and bones. In addition, we investigate highly heterogeneous data such as omics, imaging and mass-spectrometry combined, e.g. to produce new insights about structural and functional organization of the brain.

Methodologically we develop artificial intelligence and machine learning technologies such as deep learning. We combine these with general computer science methods and mathematical modeling. Our work encompasses segmentation, registration, quantification, visualization, radiomics, etc.

To bring our research results close to a clinical end-user we develop high quality software. Our scientific programmers therefore work through a formalized Software Development Process (SDP), often in close collaboration with industry, in particular with Medis medical imaging systems BV. This has led to a number of commercially successful products, and spinoff to a number of large medical imaging vendors. The open source image registration software elastix is also maintained at LKEB.

Research sections

Magnetic Resonance Imaging  Vascular and Molecular Imaging Imaging Genetics Pulmonary, Musculoskeletal & Ophthalmologic Imaging Image Registration

News

  • 10 March 2020, Zhiwei Zhai will defend his PhD thesis “Automatic Quantitative Analysis of Pulmonary Vessels in CT: Methods and Applications” at 11.15 in the Academy building in Leiden
  • 21 January 2020, Qing Cao will defend her PhD thesis: “Automated Analysis Approaches for Coronary CT Angiography” 10 AM in in the Academy Building in Leiden
  • 14 December 2019, a team of LKEB, Gorter Center and Philips won 2 tracks in the highly prestigious fastMRI reconstruction challenge organized by Facebook AI, using a deep learning method.
  • 8 April 2019, Nicola Pezzotti will defend his PhD thesis “Dimensionality-Reduction Algorithms for Progressive Visual Analytics” at 10.00 hours in the Senaatszaal of the Auditorium, Mekelweg 5 in Delft
  • 14 March 2019, Evgeni Aizenberg, will defend his PhD thesis “Computer-aided techniques for assessment of MRI-detected inflammation for early identification of inflammatory arthritis” at 13.45 in the Academy Building in Leiden
  • 19 Februari 2019, Team Cytosplore (LUMC + TU Delft) publication highlighted on the March cover of Nature Immunology: Memory CD4+ T cells are generated in the human fetal intestine. See this press release
  • 24 January 2019, Our new, dedicated deep learning hardware arrived: a NVIDIA DGX station for state-of-the-art medical deep learning research @ LKEB

Contact

For further information contact  Prof. Boudewijn P.F. Lelieveldt or through the secretariate (Anna-Carien van der Plas: +31 (0) 71 52 63935).