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Comparison of DTI Features for the Classification of Alzheimer's Disease: A Reproducible Study
Junhao Wen
,
Jorge Samper-Gonzalez
,
Simona Bottani
,
Alexandre Routier
,
Ninon Burgos
,
et al.
OHBM 2018 - Organization for Human Brain Mapping Annual Meeting, Jun 2018, Singapour, Singapore
Conference papers
hal-01758206v3
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Reproducible evaluation of Alzheimer's Disease classification from MRI and PET data
Jorge Samper-Gonzalez
,
Simona Bottani
,
Ninon Burgos
,
Sabrina Fontanella
,
Pascal Lu
,
et al.
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapour, Singapore
Conference papers
hal-01761666v1
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Using diffusion MRI for classification and prediction of Alzheimer's Disease: a reproducible study
Junhao Wen
,
Jorge Samper-Gonzalez
,
Simona Bottani
,
Alexandre Routier
,
Ninon Burgos
,
et al.
AAIC 2018 - Alzheimer's Association International Conference, Jul 2018, Chicago, United States
Conference papers
hal-01758167v2
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Clinica: an open source software platform for reproducible clinical neuroscience studies
Alexandre Routier
,
Jérémy Guillon
,
Ninon Burgos
,
Jorge Samper-Gonzalez
,
Junhao Wen
,
et al.
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapore, Singapore
Conference papers
hal-01760658v1
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Radiological classification of dementia from anatomical MRI assisted by machine learning-derived maps
Pierre Chagué
,
Béatrice Marro
,
Sarah Fadili
,
Marion Houot
,
Alexandre Morin
,
et al.
Journal articles
hal-02641005v1
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Three simple ideas for predicting progression to Alzheimer's disease
Jorge Samper-Gonzalez
,
Ninon Burgos
,
Simona Bottani
,
Marie-Odile Habert
,
Theodoros Evgeniou
,
et al.
8th International Workshop on Pattern Recognition in Neuroimaging, Jun 2018, Singapour, Singapore
Conference papers
hal-01891996v1
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How serious is data leakage in deep learning studies on Alzheimer’s disease classification?
Junhao Wen
,
Elina Thibeau-Sutre
,
Jorge Samper-Gonzalez
,
Alexandre M Routier
,
Simona Bottani
,
et al.
Organization for Human Brain Mapping (OHBM), Jun 2019, Roma, Italy
Poster communications
hal-03365742v1
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An Automated Pipeline for the Analysis of PET Data on the Cortical Surface
Arnaud Marcoux
,
Ninon Burgos
,
Anne Bertrand
,
Marc Teichmann
,
Alexandre Routier
,
et al.
Journal articles
hal-01950933v1
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Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer's Disease
Jorge Samper-Gonzalez
,
Ninon Burgos
,
Sabrina Fontanella
,
Hugo Bertin
,
Marie-Odile Habert
,
et al.
Machine Learning in Medical Imaging 2017, Sep 2017, Quebec City, Canada. pp.8
Conference papers
hal-01578479v1
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AD Course Map charts Alzheimer’s disease progression
Igor Koval
,
Alexandre Bône
,
Maxime Louis
,
Thomas Lartigue
,
Simona Bottani
,
et al.
Journal articles
hal-01964821v3
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Predicting progression to Alzheimer’s disease from clinical and imaging data: a reproducible study
Jorge Samper-Gonzalez
,
Ninon Burgos
,
Simona Bottani
,
Marie-Odile Habert
,
Theodoros Evgeniou
,
et al.
OHBM 2019 - Organization for Human Brain Mapping Annual Meeting 2019, Jun 2019, Rome, Italy
Conference papers
hal-02142315v1
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A pipeline for the analysis of 18F-FDG PET data on the cortical surface and its evaluation on ADNI
Arnaud Marcoux
,
Ninon Burgos
,
Anne Bertrand
,
Alexandre Routier
,
Junhao Wen
,
et al.
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapour, Singapore
Conference papers
hal-01757646v1
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Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation
Junhao Wen
,
Elina Thibeau-Sutre
,
Mauricio Diaz-Melo
,
Jorge Samper-González
,
Alexandre Routier
,
et al.
Journal articles
hal-02562504v2
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Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data
Jorge Samper-Gonzalez
,
Ninon Burgos
,
Simona Bottani
,
Marie-Odile Habert
,
Theodoros Evgeniou
,
et al.
Conference papers
hal-02025880v2
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