Dimitri Van de Ville

Dimitri Van de Ville

Affiliations: Faculty of Medicine, Geneva University Hospitals, Department of Radiology and Medical Informatics

Group name: Medical Image Processing Laboratory (MIPlab)

Domains: Development and Plasticity

Keywords: brain imaging, image processing, technique development

Research activities

Our main research objective is to develop new methodologies for medical image processing. Most of our projects are related to neuroimaging, including functional magnetic resonance imaging (fMRI), laser Doppler imaging (LDI), and electroencephalography (EEG). Sophisticated tools in signal processing and statistics are required to fully exploit the potential of functional brain imaging data. Among those tools, the wavelet transform receives our particular attention. We develop multivariate analyses based on machine learning techniques that can take advantage of subtle coupling between voxels and lead to backward inference; so-called “mind reading” based on fMRI data. Another research axis pursues better integration of analysis methods for intrinsic and evoked brain activity. Our point-of-view is to consider intrinsic activity as an essential element that modulates evoked activity, for example through fluctuations in brain networks. One of our primary research goals is to bridge the gap between theoretical advances and applications in neurosciences and medical imaging.

Group website

Latest publications

Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies (CRED-nf checklist).

Ros T , Enriquez-Geppert S , Zotev V , Young KD , Wood G , Whitfield-Gabrieli S , Wan F , Vuilleumier P , Vialatte F , Van De Ville D , Todder D , Surmeli T , Sulzer JS , Strehl U , Sterman MB , Steiner NJ , Sorger B , Soekadar SR , Sitaram R , Sherlin LH , Schönenberg M , Scharnowski F , Schabus M , Rubia K , Rosa A , Reiner M , Pineda JA , Paret C , Ossadtchi A , Nicholson AA , Nan W , Minguez J , Micoulaud-Franchi JA , Mehler DMA , Lührs M , Lubar J , Lotte F , Linden DEJ , Lewis-Peacock JA , Lebedev MA , Lanius RA , Kübler A , Kranczioch C , Koush Y , Konicar L , Kohl SH , Kober SE , Klados MA , Jeunet C , Janssen TWP , Huster RJ , Hoedlmoser K , Hirshberg LM , Heunis S , Hendler T , Hampson M , Guggisberg AG , Guggenberger R , Gruzelier JH , Göbel RW , Gninenko N , Gharabaghi A , Frewen P , Fovet T , Fernández T , Escolano C , Ehlis AC , Drechsler R , Christopher deCharms R , Debener S , De Ridder D , Davelaar EJ , Congedo M , Cavazza M , Breteler MHM , Brandeis D , Bodurka J , Birbaumer N , Bazanova OM , Barth B , Bamidis PD , Auer T , Arns M , Thibault RT
Brain : a journal of neurology - Mar 2020

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Contact

Institut de Bioengineering
EPFL

Faculté de médecine
Université de Genève
Email: Dimitri.Vandeville@unige.ch