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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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Podrobná bibliografie
Vydáno v:IEEE Trans Biomed Eng
Hlavní autoři: Liu, Mingxia, Zhang, Jun, Adeli, Ehsan, Shen, Dinggang
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup: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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