Dimitri Van de Ville

Dimitri Van de Ville

Nom du groupe: Medical Image Processing Laboratory (MIPlab)

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

Domaines: Development and Plasticity

Mot clés: brain imaging, image processing, technique development

Activités de recherche

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

Dernières publications

Body size interacts with the structure of the central nervous system: A multi-center in vivo neuroimaging study.

Labounek R , Bondy MT , Paulson AL , Bédard S , Abramovic M , Alonso-Ortiz E , Atcheson NT , Barlow LR , Barry RL , Barth M , Battiston M , Büchel C , Budde MD , Callot V , Combes A , De Leener B , Descoteaux M , de Sousa PL , Dostál M , Doyon J , Dvorak AV , Eippert F , Epperson KR , Epperson KS , Freund P , Finsterbusch J , Foias A , Fratini M , Fukunaga I , Gandini Wheeler-Kingshott CAM , Germani G , Gilbert G , Giove F , Grussu F , Hagiwara A , Henry PG , Horák T , Hori M , Joers JM , Kamiya K , Karbasforoushan H , Keřkovský M , Khatibi A , Kim JW , Kinany N , Kitzler H , Kolind S , Kong Y , Kudlička P , Kuntke P , Kurniawan ND , Kusmia S , Laganà MM , Laule C , Law CSW , Leutritz T , Liu Y , Llufriu S , Mackey S , Martin AR , Martinez-Heras E , Mattera L , O'Grady KP , Papinutto N , Papp D , Pareto D , Parrish TB , Pichiecchio A , Prados F , Rovira À , Ruitenberg MJ , Samson RS , Savini G , Seif M , Seifert AC , Smith AK , Smith SA , Smith ZA , Solana E , Suzuki Y , Tackley GW , Tinnermann A , Valošek J , Van De Ville D , Yiannakas MC , Weber KA , Weiskopf N , Wise RG , Wyss PO , Xu J , Cohen-Adad J , Lenglet C , Nestrašil I
bioRxiv : the preprint server for biology - May 2024
See the complete list of the publications

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Contact

Institut de Bioengineering
EPFL

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