Reproducible evaluation of classification methods in Alzheimer's disease: framework and application to MRI and PET data

no code implementations • 20 Aug 2018 • Jorge Samper-González, Ninon Burgos, Simona Bottani, Sabrina Fontanella, Pascal Lu, Arnaud Marcoux, Alexandre Routier, Jérémy Guillon, Michael Bacci, Junhao Wen, Anne Bertrand, Hugo Bertin, Marie-Odile Habert, Stanley Durrleman, Theodoros Evgeniou, Olivier Colliot, for the Alzheimer's Disease Neuroimaging Initiative, the Australian Imaging Biomarkers, Lifestyle flagship study of ageing

We demonstrate the use of the framework for a large-scale evaluation on 1960 participants using T1 MRI and FDG PET data.

Benchmarking Classification +2