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Persoonlijk profiel

Quote

“The biomedical and healthcare domains produce massive amounts of heterogeneous data. This provides a great inspiration for the development of innovative data visualization and visual analytics methods and tools.”

Research profile

Michel Westenberg is an associate professor of Visual Analytics for Healthcare at Eindhoven University of Technology (TU/e). His research interest is data visualization and visual analytics in life sciences and healthcare, and he has past experience in image processing and computer modeling of the human visual system.

Michel introduces students to the theory and practice of data visualization, making them familiar with the aims and challenges of data visualization, as well as the theory, principles, and methods frequently used in the construction and use of data visualization applications. Several tools that Michel and his PhD students have developed as part of their research have been released either as open source or as free downloadable software. Some examples are eXamine (a visual analytics method for interpreting modular structures in biological networks), developed in collaboration with CWI and VU Amsterdam; COMBat (a visualization tool for exploring co-occurring annotation terms in biological data sets), developed for Top Institute Food and Nutrition in Wageningen; and SpotXplore (which enhances the visual analysis of gene expression), developed in collaboration with Radboud University Medical Center.

Academic background

Michel Westenberg holds a PhD in mathematics and natural sciences (2001) and an MSc in computing science (1996) from the University of Groningen, The Netherlands. In 2004, he was awarded a Humboldt Research Fellowship by the Alexander von Humboldt Foundation, which funded a position as postdoc at the Institute for Visualization and Interactive Systems, University of Stuttgart. He returned as a postdoc to the Institute for Mathematics and Computing Science, University of Groningen in 2006.

Michel has been working at the TU/e Department of Mathematics and Computer Science since July 2008. He is the program director of the Data Science bachelor program, which is offered jointly with Tilburg University. He has previously acted as Vice-director of the Computer Science Graduate Program.

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Onderzoeksoutput 1995 2019

15 Citaties (Scopus)

eXamine : exploring annotated modules in networks

Dinkla, K., El-Kebir, M., Bucur, C-I., Siderius, M., Smit, M. J., Westenberg, M. A. & Klau, G. W., 2014, In : BMC Bioinformatics. 15, 6, blz. 201-1/14

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Bestand
Molecular Sequence Annotation
Electric network analysis
G-Protein-Coupled Receptors
Module
Annotation
29 Citaties (Scopus)

Compressed adjacency matrices : untangling gene regulatory networks

Dinkla, K., Westenberg, M. A. & Wijk, van, J. J., 2012, In : IEEE Transactions on Visualization and Computer Graphics. 18, 12, blz. 2457-2466

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Visualization
Genes
Electric network analysis
83 Citaties (Scopus)

Suppression of contour perception by band-limited noise and its relation to nonclassical receptive field inhibition

Petkov, N. & Westenberg, M. A., 2003, In : Biological Cybernetics. 88, 3, blz. 236-246

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Form Perception
Noise
Textures
Experiments
Visual Perception

Algorithms for visualization in digital humanities

Castermans, T. H. A., 29 aug 2019, Eindhoven: Technische Universiteit Eindhoven. 185 blz.

Onderzoeksoutput: ScriptieDissertatie 1 (Onderzoek TU/e / Promotie TU/e)Academic

Open Access
Bestand

A stable graph layout algorithm for processes

Mennens, R. J. P., Scheepens, R. & Westenberg, M. A., 1 jan 2019, In : Computer Graphics Forum. 38, 3, blz. 725-737 13 blz.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Visualization
Industry
Animation
Semantics

Prijzen

Eurovis 2019 Honorable Mention

Humberto Garcia Caballero (Ontvanger), Michel Westenberg (Ontvanger), Binyam Gebre (Ontvanger) & Jack van Wijk (Ontvanger), 7 jun 2019

Prijs: AndersWerk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.)Wetenschappelijk

Bestand

Cursussen

Visualization

1/09/15 → …

Cursus

Scriptie

3D point cloud reconstruction from photographs using a spring embedder algorithm

Auteur: Koenraadt, A., 30 apr 2013

Begeleider: Westenberg, M. (Afstudeerdocent 1) & Hardy, D. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand

A feasibility study on CityGML for cadastral purposes

Auteur: Dsilva, M., 31 aug 2009

Begeleider: Speckmann, B. (Afstudeerdocent 1) & Westenberg, M. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand

A framework for trajectory segmentation by stable criteria and Brownian Bridge Movement Model

Auteur: Alewijnse, S., 31 aug 2013

Begeleider: Buchin, K. (Afstudeerdocent 1) & Westenberg, M. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand

A hybrid level-set method on the GPU

Auteur: Timmermans, L., 31 jan 2012

Begeleider: Jalba, A. (Afstudeerdocent 1), Westenberg, M. (Afstudeerdocent 2) & Mesman, B. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand

An automatic recognition method for building floor plans

Auteur: Jain, P., 31 aug 2009

Begeleider: Westenberg, M. (Afstudeerdocent 1) & Speckmann, B. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Bestand