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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 de Neuroradiologie / Journal of Neuroradiology, 2021, 48 (6), pp.412-418. ⟨10.1016/j.neurad.2020.04.004⟩
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.
Frontiers in Neuroinformatics, 2018, 12, ⟨10.3389/fninf.2018.00094⟩
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.
Scientific Reports, 2021, 11 (1), ⟨10.1038/s41598-021-87434-1⟩
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.
Medical Image Analysis, 2020, 63, pp.101694. ⟨10.1016/j.media.2020.101694⟩
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.
SPIE Medical Imaging 2019, Feb 2019, San Diego, United States. ⟨10.1117/12.2512430⟩
Conference papers hal-02025880v2