Ensemble Learning of Convolutional Neural Network, Support Vector Machine, and Best Linear Unbiased Predictor for Brain Age Prediction: ARAMIS Contribution to the Predictive Analytics Competition 2019 Challenge

We ranked third in the Predictive Analytics Competition (PAC) 2019 challenge by achieving a mean absolute error (MAE) of 3.33 years in predicting age from T1-weighted MRI brain images. Our approach combined seven algorithms that allow generating predictions when the number of features exceeds the nu...

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Detalles Bibliográficos
Autores principales: Couvy-Duchesne, Baptiste, Faouzi, Johann, Martin, Benoît, Thibeau–Sutre, Elina, Wild, Adam, Ansart, Manon, Durrleman, Stanley, Dormont, Didier, Burgos, Ninon, Colliot, Olivier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Psychiatry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7770104/
https://www.ncbi.nlm.nih.gov/pubmed/33384629
http://dx.doi.org/10.3389/fpsyt.2020.593336

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