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Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer’s Disease Diagnosis

In the field of computer-aided Alzheimer’s disease (AD) diagnosis, jointly identifying brain diseases and predicting clinical scores using magnetic resonance imaging (MRI) have attracted increasing attention since these two tasks are highly correlated. Most of existing joint learning approaches requ...

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Bibliografiske detaljer
Udgivet i:IEEE Trans Biomed Eng
Main Authors: Liu, Mingxia, Zhang, Jun, Adeli, Ehsan, Shen, Dinggang
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6764421/
https://ncbi.nlm.nih.gov/pubmed/30222548
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2018.2869989
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