Michel Dojat

Affiliations

Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut des Neurosciences, Grenoble, 38000, France. Electronic address: Michel.Dojat@inserm.fr.

Publications (15)

Trustworthy clinical AI solutions: A unified review of uncertainty quantification in Deep Learning models for medical image analysis.

Artificial intelligence in medicine

Avec: Benjamin Lambert , Florence Forbes , Senan Doyle , Harmonie Dehaene , Michel Dojat

No Structural Differences Are Revealed by VBM in 'De Novo' Parkinsonian Patients.

Studies in health technology and informatics

Avec: Verónica Muñoz Ramírez , Florence Forbes , Pierrick Coupé , Michel Dojat

Neural correlates of intra-saccadic motion perception.

Journal of vision

Avec: Gaëlle Nicolas , Eric Castet , Adrien Rabier , Emmanuelle Kristensen , Michel Dojat , Anne Guérin-Dugué

ImUnity: A generalizable VAE-GAN solution for multicenter MR image harmonization.

Medical image analysis

Avec: Stenzel Cackowski , Emmanuel L Barbier , Michel Dojat , Thomas Christen

A Multicenter Preclinical MRI Study: Definition of Rat Brain Relaxometry Reference Maps.

Frontiers in neuroinformatics

Avec: Tristan Deruelle , Frank Kober , Adriana Perles-Barbacaru , Thierry Delzescaux , Vincent Noblet , Emmanuel L Barbier , Michel Dojat

Visual Dysfunction of the Superior Colliculus in De Novo Parkinsonian Patients.

Annals of neurology

Avec: Elena Moro , Emmanuelle Bellot , Sara Meoni , Pierre Pelissier , Ruxandra Hera , Michel Dojat , Veronique Coizet , Auteur inconnu

Automated Quantification of Brain Lesion Volume From Post-trauma MR Diffusion-Weighted Images.

Frontiers in neurology

Avec: Thomas Mistral , Pauline Roca , Christophe Maggia , Alan Tucholka , Florence Forbes , Senan Doyle , Alexandre Krainik , Damien Galanaud , Emmanuelle Schmitt , Stéphane Kremer , Adrian Kastler , Irène Troprès , Emmanuel L Barbier , Jean-François Payen , Michel Dojat

Multivariate pattern analysis of fMRI data for imaginary and real colours in grapheme-colour synaesthesia.

The European journal of neuroscience

Avec: Mathieu J Ruiz , Michel Dojat , Jean-Michel Hupé

Small Animal Shanoir (SAS) A Cloud-Based Solution for Managing Preclinical MR Brain Imaging Studies.

Frontiers in neuroinformatics

Avec: Michael Kain , Marjolaine Bodin , Simon Loury , Yao Chi , Julien Louis , Mathieu Simon , Julien Lamy , Christian Barillot , Michel Dojat

Effective connectivity in subcortical visual structures in de novo Patients with Parkinson's Disease.

NeuroImage. Clinical

Avec: Emmanuelle Bellot , Louise Kauffmann , Véronique Coizet , Sara Meoni , Elena Moro , Michel Dojat

Multiple sclerosis lesions segmentation from multiple experts: The MICCAI 2016 challenge dataset.

NeuroImage

Avec: Olivier Commowick , Michaël Kain , Romain Casey , Roxana Ameli , Jean-Christophe Ferré , Anne Kerbrat , Thomas Tourdias , Frédéric Cervenansky , Sorina Camarasu-Pop , Tristan Glatard , Sandra Vukusic , Gilles Edan , Christian Barillot , Michel Dojat , Francois Cotton

Subtle anomaly detection: Application to brain MRI analysis of de novo Parkinsonian patients.

Artificial intelligence in medicine

Avec: Verónica Muñoz-Ramírez , Virgilio Kmetzsch , Florence Forbes , Sara Meoni , Elena Moro , Michel Dojat

Graph-based methods coupled with specific distributional distances for adversarial attack detection.

Neural networks : the official journal of the International Neural Network Society

Avec: Dwight Nwaigwe , Lucrezia Carboni , Martial Mermillod , Sophie Achard , Michel Dojat

Nodal-statistics-based equivalence relation for graph collections.

Physical review. E

Avec: Lucrezia Carboni , Michel Dojat , Sophie Achard

Visual dysfunction of superior colliculus and lateral geniculate nucleus in idiopathic blepharospasm.

Journal of the neurological sciences

Avec: Sara Meoni , Michel Dojat , Michael Hutchinson , Pierre Pelissier , Christophe Chiquet , Elena Moro

Réseau de co-auteurs

Florence Forbes 4 collaborations

Elena Moro 4 collaborations

Sara Meoni 4 collaborations

Emmanuel L Barbier 3 collaborations

Senan Doyle 2 collaborations

Emmanuelle Bellot 2 collaborations

Pierre Pelissier 2 collaborations

Christian Barillot 2 collaborations

Lucrezia Carboni 2 collaborations

Sophie Achard 2 collaborations

Benjamin Lambert 1 collaboration

Harmonie Dehaene 1 collaboration

Verónica Muñoz Ramírez 1 collaboration

Pierrick Coupé 1 collaboration

Gaëlle Nicolas 1 collaboration

Eric Castet 1 collaboration

Adrien Rabier 1 collaboration

Emmanuelle Kristensen 1 collaboration

Anne Guérin-Dugué 1 collaboration

Stenzel Cackowski 1 collaboration

Thomas Christen 1 collaboration

Tristan Deruelle 1 collaboration

Frank Kober 1 collaboration

Adriana Perles-Barbacaru 1 collaboration

Thierry Delzescaux 1 collaboration

Vincent Noblet 1 collaboration

Ruxandra Hera 1 collaboration

Veronique Coizet 1 collaboration

None None 1 collaboration

Thomas Mistral 1 collaboration

Pauline Roca 1 collaboration

Christophe Maggia 1 collaboration

Alan Tucholka 1 collaboration

Alexandre Krainik 1 collaboration

Damien Galanaud 1 collaboration

Emmanuelle Schmitt 1 collaboration

Stéphane Kremer 1 collaboration

Adrian Kastler 1 collaboration

Irène Troprès 1 collaboration

Jean-François Payen 1 collaboration

Mathieu J Ruiz 1 collaboration

Jean-Michel Hupé 1 collaboration

Michael Kain 1 collaboration

Marjolaine Bodin 1 collaboration

Simon Loury 1 collaboration

Yao Chi 1 collaboration

Julien Louis 1 collaboration

Mathieu Simon 1 collaboration

Julien Lamy 1 collaboration

Louise Kauffmann 1 collaboration

Véronique Coizet 1 collaboration

Olivier Commowick 1 collaboration

Michaël Kain 1 collaboration

Romain Casey 1 collaboration

Roxana Ameli 1 collaboration

Jean-Christophe Ferré 1 collaboration

Anne Kerbrat 1 collaboration

Thomas Tourdias 1 collaboration

Frédéric Cervenansky 1 collaboration

Sorina Camarasu-Pop 1 collaboration

Tristan Glatard 1 collaboration

Sandra Vukusic 1 collaboration

Gilles Edan 1 collaboration

Francois Cotton 1 collaboration

Verónica Muñoz-Ramírez 1 collaboration

Virgilio Kmetzsch 1 collaboration

Dwight Nwaigwe 1 collaboration

Martial Mermillod 1 collaboration

Michael Hutchinson 1 collaboration

Christophe Chiquet 1 collaboration