A Unified Framework for Alzheimer’s Disease Knowledge Graphs: Architectures, Principles, and Clinical Translation

A Unified Framework for Alzheimer’s Disease Knowledge Graphs: Architectures, Principles, and Clinical Translation

This review paper synthesizes the application of knowledge graphs (KGs) in Alzheimer’s disease (AD) research, based on two basic questions, as follows: what types of input data are available to construct these knowledge graphs, and what purpose the knowledge graph is intended to fulfill. We synthesi...

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Bibliographic Details
Main Authors: Jovana Dobreva, Monika Simjanoska Misheva, Kostadin Mishev, Dimitar Trajanov, Igor Mishkovski
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Brain Sciences
Subjects:
knowledge graphs
Alzheimer’s disease
drug repurposing
disease classification
clinical decision support
neuroimaging
Online Access:https://www.mdpi.com/2076-3425/15/5/523
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