Follow
Simona Bottani
Simona Bottani
PhD student, ARAMIS Lab, Brain and Spine Institute (ICM), INRIA
Verified email at icm-institute.org
Title
Cited by
Cited by
Year
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
J Wen, E Thibeau-Sutre, M Diaz-Melo, J Samper-González, A Routier, ...
Medical image analysis 63, 101694, 2020
2012020
Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data
J Samper-González, N Burgos, S Bottani, S Fontanella, P Lu, A Marcoux, ...
NeuroImage 183, 504-521, 2018
1022018
Predicting the progression of mild cognitive impairment using machine learning: a systematic, quantitative and critical review
M Ansart, S Epelbaum, G Bassignana, A Bône, S Bottani, T Cattai, ...
Medical Image Analysis 67, 101848, 2021
362021
Clinica: An open-source software platform for reproducible clinical neuroscience studies
A Routier, N Burgos, M Díaz, M Bacci, S Bottani, O El-Rifai, S Fontanella, ...
Frontiers in Neuroinformatics 15, 2021
332021
Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimer’s disease
J Wen, J Samper-González, S Bottani, A Routier, N Burgos, T Jacquemont, ...
Neuroinformatics 19 (1), 57-78, 2021
142021
An automated pipeline for the analysis of PET data on the cortical surface
A Marcoux, N Burgos, A Bertrand, M Teichmann, A Routier, J Wen, ...
Frontiers in neuroinformatics, 94, 2018
112018
Primary progressive aphasia associated with GRN mutations: new insights into the nonamyloid logopenic variant
D Saracino, S Ferrieux, M Nogues-Lassiaille, M Houot, A Funkiewiez, ...
Neurology 97 (1), e88-e102, 2021
82021
AD Course Map charts Alzheimer’s disease progression
I Koval, A Bône, M Louis, T Lartigue, S Bottani, A Marcoux, ...
Scientific Reports 11 (1), 1-16, 2021
82021
How serious is data leakage in deep learning studies on Alzheimer's disease classification?
J Wen, E Thibeau, J Samper-González, A Routier, S Bottani, D Dormont, ...
2019 OHBM Annual meeting-Organization for Human Brain Mapping, 2019
72019
Australian Imaging Biomarkers and Lifestyle flagship study of ageing, 2018. Reproducible evaluation of classification methods in Alzheimer’s disease: Framework and application …
J Samper-González, N Burgos, S Bottani, S Fontanella, P Lu, A Marcoux, ...
Neuroimage 183, 504-21, 2018
72018
Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data
J Samper-Gonzalez, N Burgos, S Bottani, MO Habert, T Evgeniou, ...
Medical Imaging 2019: Image Processing 10949, 221-233, 2019
62019
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse
S Bottani, N Burgos, A Maire, A Wild, S Ströer, D Dormont, O Colliot, ...
Medical Image Analysis 75, 102219, 2022
52022
Deep learning for brain disorders: from data processing to disease treatment
N Burgos, S Bottani, J Faouzi, E Thibeau-Sutre, O Colliot
Briefings in Bioinformatics 22 (2), 1560-1576, 2021
52021
Convolutional Neural Networks for Classification of Alzheimer’s Disease: Overview and Reproducible Evaluation. arXiv 2019
J Wen, E Thibeau-Sutre, J Samper-Gonzalez, A Routier, S Bottani, ...
arXiv preprint arXiv:1904.07773, 2019
42019
Simulating Alzheimer’s disease progression with personalised digital brain models
I Koval, A Bône, M Louis, S Bottani, A Marcoux, J Samper-Gonzalez, ...
URL: https://hal. inria. fr/hal-01964821. preprint 580, 2018
42018
Cognitive, linguistic and neuroanatomical features of primary progressive aphasias due to frontotemporal dementia gene mutations
D Saracino, S Ferrieux, M Nogučs-Lassiaille, M Houot, A Funkiewiez, ...
22020
Gaussian graphical model exploration and selection in high dimension low sample size setting
T Lartigue, S Bottani, S Baron, O Colliot, S Durrleman, S Allassonničre
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (9), 3196-3213, 2020
22020
Predicting the progression of mild cognitive impairment using machine learning: a systematic and quantitative review
M Ansart, S Epelbaum, G Bassignana, A Bône, S Bottani, T Cattai, ...
22019
Predicting progression to Alzheimer’s disease from clinical and imaging data: a reproducible study
J Samper-Gonzalez, N Burgos, S Bottani, MO Habert, T Evgeniou, ...
OHBM 2019-Organization for Human Brain Mapping Annual Meeting 2019, 2019
22019
Using diffusion MRI for classification and prediction of Alzheimer's Disease: a reproducible study
J Wen, J Samper-González, S Bottani, A Routier, N Burgos, T Jacquemont, ...
AAIC 2018-Alzheimer's Association International Conference, 2018
22018
The system can't perform the operation now. Try again later.
Articles 1–20