Overall architecture and modules of EDAMM.

<div><p>Alzheimer’s Disease is a neurodegenerative disorder, and one of its common and prominent early symptoms is language impairment. Therefore, early diagnosis of Alzheimer’s Disease through speech and text information is of significant importance. However, the multimodal data is ofte...

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محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Xinli Yang (4281007) (author)
مؤلفون آخرون:	Kefen Hong (19732186) (author), Denghui Zhang (13925749) (author), Ke Wang (82395) (author)
منشور في:	2024
الموضوعات:	Cell Biology Neuroscience Biotechnology Cancer Science Policy Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified two public datasets inadequate feature extraction e ., ncmmsc2021 composite feature vector art baseline approaches alzheimer &# 8217 prominent early symptoms modal correlation information modal attention mechanisms generate fused features text information early diagnosis multimodal features multimodal attention linguistic features attention mechanism significant importance results show perform experiments often complex neurodegenerative disorder neural network multimodal data leveraging self language impairment first evaluate extract acoustic evaluate edamm edamm improves edamm ).
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Overall architecture and modules of EDAMM.

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