HiMAL: Multimodal Hierarchical Multi-task Auxiliary Learning framework for predicting Alzheimer’s di...
HiMAL: Multimodal Hierarchical Multi-task Auxiliary Learning framework for predicting Alzheimer’s disease progression
About this item
Full title
Author / Creator
Publisher
United States: Oxford University Press
Journal title
Language
English
Formats
Publication information
Publisher
United States: Oxford University Press
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Scope and Contents
Contents
Objective
We aimed to develop and validate a novel multimodal framework Hierarchical Multi-task Auxiliary Learning (HiMAL) framework, for predicting cognitive composite functions as auxiliary tasks that estimate the longitudinal risk of transition from Mild Cognitive Impairment (MCI) to Alzheimer’s Disease (AD).
Materials and Methods
HiMAL...
Alternative Titles
Full title
HiMAL: Multimodal Hierarchical Multi-task Auxiliary Learning framework for predicting Alzheimer’s disease progression
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_11408727
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_11408727
Other Identifiers
ISSN
2574-2531
E-ISSN
2574-2531
DOI
10.1093/jamiaopen/ooae087
