Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data

Jorge Samper‐Gonzàlez, Ninon Burgos, Simona Bottani, +13

NeuroImage

Neuroimaging BiomarkersAlzheimer's DiseaseNeuroimaging ModalityDementiaNeuroimaging +8

Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies

Alexandre Routier, Ninon Burgos, Mauricio Díaz, +21

Frontiers in Neuroinformatics

AD Course Map charts Alzheimer’s disease progression

Igor Koval, Alexandre Bône, Maxime Louis, +11

Scientific Reports

Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse

Simona Bottani, Ninon Burgos, Aurélien Maire, +4

Medical Image Analysis

Neuroimaging BiomarkersEngineeringNeuroimaging ModalityMedical ImagingBiomedical Imaging +13

Primary Progressive Aphasia Associated With <i>GRN</i> Mutations

Dario Saracino, Sophie Ferrieux, Marie Noguès-Lassiaille, +36

Neurology

Deep learning for brain disorders: from data processing to disease treatment

Ninon Burgos, Simona Bottani, Johann Faouzi, +2

Briefings in Bioinformatics

Convolutional Neural NetworkEngineeringNeurogenomicsMachine LearningAutoencoders +14

An Automated Pipeline for the Analysis of PET Data on the Cortical Surface

Arnaud Marcoux, Ninon Burgos, Anne Bertrand, +8

Frontiers in Neuroinformatics

Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse

Simona Bottani, Ninon Burgos, Aurélien Maire, +4

Medical Image Analysis

Neuroimaging BiomarkersAlzheimer's DiseaseEngineeringData ScienceIntelligent Diagnostics +11

Automatic motion artefact detection in brain T1-weighted magnetic resonance images from a clinical data warehouse using synthetic data

Sophie Loizillon, Simona Bottani, Aurélien Maire, +4

Medical Image Analysis

EngineeringMagnetic Resonance ImagingImage AnalysisNeurologyNeuropathology +15

Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data

Jorge Samper‐Gonzàlez, Ninon Burgos, Simona Bottani, +4