Machine learning classification with confidence: application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression

Ilia Nouretdinov, Sergi G Costafreda, Alexander Gammerman, Alexey Chervonenkis, Vladimir Vovk, Vladimir Vapnik, Cynthia H Y Fu

1Department of Hepatology, Imperial College London, London, UK. 2Institute of Liver Studies at King's College School of Medicine at King's College Hospital, London, UK. 3Institute of Human Health and Performance, University College London, London, UK. 4Department of Asthma Allergy and Lung Biology, King's College London, London, UK. 5Division of Critical Care Medicine, University of Alberta, Edmonton, Canada.

Research output: Contribution to journal › Article › peer-review

Neuroscience

Psychology

Mathematics