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Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies 期刊论文
发表期刊: FRONTIERS IN NEUROINFORMATICS. 出版年: 2021, 卷号: 15
作者:  Routier, Alexandre;  Burgos, Ninon;  Diaz, Mauricio;  Bacci, Michael;  Bottani, Simona;  El-Rifai, Omar;  Fontanella, Sabrina;  Gori, Pietro;  Guillon, Jeremy;  Guyot, Alexis;  Hassanaly, Ravi;  Jacquemont, Thomas;  Lu, Pascal;  Marcoux, Arnaud;  Moreau, Tristan;  Samper-Gonzalez, Jorge;  Teichmann, Marc;  Thibeau-Sutre, Elina;  Vaillant, Ghislain;  Wen, Junhao;  Wild, Adam;  Habert, Marie-Odile;  Durrleman, Stanley;  Colliot, Olivier
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
neuroimaging  software  pipeline  data processing and analysis  machine learning  multimodal neuroimaging data  
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation 期刊论文
发表期刊: MEDICAL IMAGE ANALYSIS. 出版年: 2020, 卷号: 63
作者:  Wen, Junhao;  Thibeau-Sutre, Elina;  Diaz-Melo, Mauricio;  Samper-Gonzalez, Jorge;  Routier, Alexandre;  Bottani, Simona;  Dormont, Didier;  Durrleman, Stanley;  Burgos, Ninon;  Colliot, Olivier
收藏  |  浏览/下载：8/0  |  提交时间：2021/01/07
Convolutional neural network  Reproducibility  Alzheimer's disease classification Magnetic resonance imaging  
Reproducible evaluation of classification methods in Alzheimer’s disease: Framework and application to MRI and PET data 期刊论文
发表期刊: NEUROIMAGE. 出版年: 2018, 卷号: 183, 页码: 504-521
作者:  Samper-Gonzalez, Jorge;  Burgos, Ninon;  Bottani, Simona;  Fontanella, Sabrina;  Lu, Pascal;  Marcoux, Arnaud;  Routier, Alexandre;  Guillon, Jeremy;  Bacci, Michael;  Wen, Junhao;  Bertrand, Anne;  Bertin, Hugo;  Habert, Marie-Odile;  Durrleman, Stanley;  Evgeniou, Theodoros;  Colliot, Olivier
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
Classification  Reproducibility  Alzheimer’s disease  Magnetic resonance imaging  Positron emission tomography  Open-source