Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Wen, Junhao, Thibeau-Sutre, Elina, Diaz-Melo, Mauricio, Samper-González, Jorge, Routier, Alexandre, Bottani, Simona, Dormont, Didier, Durrleman, Stanley, Burgos, Ninon, Colliot, Olivier
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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Journal Article
Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data
Samper-González, Jorge, Burgos, Ninon, Bottani, Simona, Fontanella, Sabrina, Lu, Pascal, Marcoux, Arnaud, Routier, Alexandre, Guillon, Jérémy, Bacci, Michael, Wen, Junhao, Bertrand, Anne, Bertin, Hugo, Habert, Marie-Odile, Durrleman, Stanley, Evgeniou, Theodoros, Colliot, Olivier
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
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Journal Article
AD Course Map charts Alzheimer's disease progression
Koval, Igor, Bône, Alexandre, Louis, Maxime, Lartigue, Thomas, Bottani, Simona, Marcoux, Arnaud, Samper-González, Jorge, Burgos, Ninon, Charlier, Benjamin, Bertrand, Anne, Epelbaum, Stéphane, Colliot, Olivier, Allassonnière, Stéphanie, Durrleman, Stanley
Published in Scientific reports (13.04.2021)
Published in Scientific reports (13.04.2021)
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Journal Article
Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review
Ansart, Manon, Epelbaum, Stéphane, Bassignana, Giulia, Bône, Alexandre, Bottani, Simona, Cattai, Tiziana, Couronné, Raphaël, Faouzi, Johann, Koval, Igor, Louis, Maxime, Thibeau-Sutre, Elina, Wen, Junhao, Wild, Adam, Burgos, Ninon, Dormont, Didier, Colliot, Olivier, Durrleman, Stanley
Published in Medical image analysis (01.01.2021)
Published in Medical image analysis (01.01.2021)
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Journal Article
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies
Routier, Alexandre, Burgos, Ninon, Díaz, Mauricio, Bacci, Michael, Bottani, Simona, El-Rifai, Omar, Fontanella, Sabrina, Gori, Pietro, Guillon, Jérémy, Guyot, Alexis, Hassanaly, Ravi, Jacquemont, Thomas, Lu, Pascal, Marcoux, Arnaud, Moreau, Tristan, Samper-González, Jorge, Teichmann, Marc, Thibeau-Sutre, Elina, Vaillant, Ghislain, Wen, Junhao, Wild, Adam, Habert, Marie-Odile, Durrleman, Stanley, Colliot, Olivier
Published in Frontiers in neuroinformatics (13.08.2021)
Published in Frontiers in neuroinformatics (13.08.2021)
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Journal Article
Contrast-enhanced to non-contrast-enhanced image translation to exploit a clinical data warehouse of T1-weighted brain MRI
Bottani, Simona, Thibeau-Sutre, Elina, Maire, Aurélien, Ströer, Sebastian, Dormont, Didier, Colliot, Olivier, Burgos, Ninon
Published in BMC medical imaging (20.03.2024)
Published in BMC medical imaging (20.03.2024)
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Journal Article
Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer’s Disease
Wen, Junhao, Samper-González, Jorge, Bottani, Simona, Routier, Alexandre, Burgos, Ninon, Jacquemont, Thomas, Fontanella, Sabrina, Durrleman, Stanley, Epelbaum, Stéphane, Bertrand, Anne, Colliot, Olivier
Published in Neuroinformatics (Totowa, N.J.) (2021)
Published in Neuroinformatics (Totowa, N.J.) (2021)
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Journal Article
An Automated Pipeline for the Analysis of PET Data on the Cortical Surface
Marcoux, Arnaud, Burgos, Ninon, Bertrand, Anne, Teichmann, Marc, Routier, Alexandre, Wen, Junhao, Samper-González, Jorge, Bottani, Simona, Durrleman, Stanley, Habert, Marie-Odile, Colliot, Olivier
Published in Frontiers in neuroinformatics (10.12.2018)
Published in Frontiers in neuroinformatics (10.12.2018)
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Journal Article
Gaussian Graphical Model Exploration and Selection in High Dimension Low Sample Size Setting
Lartigue, Thomas, Bottani, Simona, Baron, Stephanie, Colliot, Olivier, Durrleman, Stanley, Allassonniere, Stephanie
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2021)
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2021)
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Journal Article
Automatic motion artefact detection in brain T1-weighted magnetic resonance images from a clinical data warehouse using synthetic data
Loizillon, Sophie, Bottani, Simona, Maire, Aurélien, Ströer, Sebastian, Dormont, Didier, Colliot, Olivier, Burgos, Ninon
Published in Medical image analysis (01.04.2024)
Published in Medical image analysis (01.04.2024)
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Journal Article
Deep learning for brain disorders: from data processing to disease treatment
Burgos, Ninon, Bottani, Simona, Faouzi, Johann, Thibeau-Sutre, Elina, Colliot, Olivier
Published in Briefings in bioinformatics (22.03.2021)
Published in Briefings in bioinformatics (22.03.2021)
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Journal Article
Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse
Bottani, Simona, Burgos, Ninon, Maire, Aurélien, Saracino, Dario, Ströer, Sebastian, Dormont, Didier, Colliot, Olivier
Published in Medical image analysis (01.10.2023)
Published in Medical image analysis (01.10.2023)
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Journal Article
Primary Progressive Aphasia Associated With GRN Mutations: New Insights Into the Non-amyloid Logopenic Variant
Saracino, Dario, Ferrieux, Sophie, Noguès-Lassiaille, Marie, Houot, Marion, Funkiewiez, Aurélie, Sellami, Leila, Deramecourt, Vincent, Pasquier, Florence, Couratier, Philippe, Pariente, Jérémie, Géraudie, Amandine, Epelbaum, Stéphane, Wallon, David, Hannequin, Didier, Martinaud, Olivier, Clot, Fabienne, Camuzat, Agnès, Bottani, Simona, Rinaldi, Daisy, Auriacombe, Sophie, Sarazin, Marie, Didic, Mira, Claire, Boutoleau-Bretonnière, Thauvin-Robinet, Christel, Lagarde, Julien, Roué-Jagot, Carole, Sellal, François, Gabelle, Audrey, Etcharry-Bouyx, Frédérique, Morin, Alexandre, Coppola, Cinzia, Levy, Richard, Dubois, Bruno, Brice, Alexis, Colliot, Olivier, Gorno-Tempini, Maria Luisa, Teichmann, Marc, Migliaccio, Raffaella, Le Ber, Isabelle
Published in Neurology (01.07.2021)
Published in Neurology (01.07.2021)
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Journal Article
Primary progressive aphasias associated with C9orf72 expansions: Another side of the story
Saracino, Dario, Géraudie, Amandine, Remes, Anne M., Ferrieux, Sophie, Noguès-Lassiaille, Marie, Bottani, Simona, Cipriano, Lorenzo, Houot, Marion, Funkiewiez, Aurélie, Camuzat, Agnès, Rinaldi, Daisy, Teichmann, Marc, Pariente, Jérémie, Couratier, Philippe, Boutoleau-Bretonnière, Claire, Auriacombe, Sophie, Etcharry-Bouyx, Frédérique, Levy, Richard, Migliaccio, Raffaella, Solje, Eino, Le Ber, Isabelle, Auriacombe, Sophie, Belliard, Serge, Blanc, Frédéric, Benchetrit, Eve, Bertin, Hugo, Boutoleau-Bretonnière, Claire, Bertrand, Anne, Bissery, Anne, Bombois, Stéphanie, Boncoeur, Marie-Paule, Brice, Alexis, Ceccaldi, Mathieu, Chastan, Mathieu, Chen, Yaohua, Chupin, Marie, Colliot, Olivier, Couratier, Philippe, Delbeuck, Xavier, Delmaire, Christine, Deramecourt, Vincent, Didic, Mira, Duyckaerts, Charles, Etcharry-Bouyx, Frédérique, Formaglio, Maïté, Gerardin, Emmanuel, Golfier, Véronique, Habert, Marie-Odile, idier Hannequin, Lacomblez, Lucette, Lagarde, Julien, Lautrette, Géraldine, Le Ber, Isabelle, Le Toullec, Benjamin, Mackowiak, Marie-Anne, Martinaud, Olivier, Michel, Bernard-François, Monteil, Jacques, Oya, Assi-Hervé, Pariente, Jérémie, Pasquier, Florence, Petyt, Grégory, Rinaldi, Daisy, Rollin-Sillaire, Adeline, Roué-Jagot, Carole, Sayah, Sabrina, Sarazin, Marie, Thauvin-Robinet, Christel, Thomas-Anterion, Catherine, Sellal, François, Vercelletto, Martine, Wallon, David
Published in Cortex (01.12.2021)
Published in Cortex (01.12.2021)
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Journal Article
IC‐P‐113: USING DIFFUSION MRI FOR CLASSIFICATION AND PREDICTION OF ALZHEIMER'S DISEASE: A REPRODUCIBLE STUDY
Wen, Junhao, Samper-González, Jorge, Bottani, Simona, Routier, Alexandre, Burgos, Ninon, Jacquemont, Thomas, Fontanella, Sabrina, Durrleman, Stanley, Bertrand, Anne, Colliot, Olivier
Published in Alzheimer's & dementia (01.07.2018)
Published in Alzheimer's & dementia (01.07.2018)
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Journal Article
USING DIFFUSION MRI FOR CLASSIFICATION AND PREDICTION OF ALZHEIMER’S DISEASE: A REPRODUCIBLE STUDY
Wen, Junhao, Samper-González, Jorge, Bottani, Simona, Routier, Alexandre, Burgos, Ninon, Jacquemont, Thomas, Fontanella, Sabrina, Durrleman, Stanley, Bertrand, Anne, Colliot, Olivier
Published in Alzheimer's & dementia (01.07.2018)
Published in Alzheimer's & dementia (01.07.2018)
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Journal Article
USING DIFFUSION MRI FOR CLASSIFICATION AND PREDICTION OF ALZHEIMER’S DISEASE: A REPRODUCIBLE STUDY
Wen, Junhao, Samper-González, Jorge, Bottani, Simona, Routier, Alexandre, Burgos, Ninon, Jacquemont, Thomas, Fontanella, Sabrina, Durrleman, Stanley, Bertrand, Anne, Colliot, Olivier
Published in Alzheimer's & dementia (01.07.2018)
Published in Alzheimer's & dementia (01.07.2018)
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Journal Article
P2‐451: USING DIFFUSION MRI FOR CLASSIFICATION AND PREDICTION OF ALZHEIMER'S DISEASE: A REPRODUCIBLE STUDY
Wen, Junhao, Samper-González, Jorge, Bottani, Simona, Routier, Alexandre, Burgos, Ninon, Jacquemont, Thomas, Fontanella, Sabrina, Durrleman, Stanley, Bertrand, Anne, Colliot, Olivier
Published in Alzheimer's & dementia (01.07.2018)
Published in Alzheimer's & dementia (01.07.2018)
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Journal Article