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MRI-Based Intelligence Quotient (IQ) Estimation with Sparse Learning

In this paper, we propose a novel framework for IQ estimation using Magnetic Resonance Imaging (MRI) data. In particular, we devise a new feature selection method based on an extended dirty model for jointly considering both element-wise sparsity and group-wise sparsity. Meanwhile, due to the absenc...

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Detalles Bibliográficos
Publicado en:PLoS One
Main Authors: Wang, Liye, Wee, Chong-Yaw, Suk, Heung-Il, Tang, Xiaoying, Shen, Dinggang
Formato: Artigo
Idioma:Inglês
Publicado: Public Library of Science 2015
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4379054/
https://ncbi.nlm.nih.gov/pubmed/25822851
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0117295
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