September 10, 2025

Research and Practice on Construction of Medical Data Knowledge Graph

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Authors

THTengyue Han XLXuanyu Li ALAo Li

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Implication

This research demonstrates the value of medical data knowledge graphs in healthcare, highlighting their role in integrating electronic health records and facilitating clinical decision support.

Key Points

Medical data knowledge graphs effectively integrate multi-source heterogeneous data, improving healthcare delivery efficiency.
The construction process involves data acquisition, preprocessing, core technologies like ontology design, and knowledge fusion.
Innovations such as combining BERT with graph neural networks enhance accuracy in entity extraction and relation prediction.
This research addresses challenges like data privacy and terminology standardization while proposing future directions for advancement.

Cite This Study

Han et al. (2025) studied this question.

synapsesocial.com/papers/68c23fc3b210217d647981fd https://doi.org/10.70693/itphss.v2i8.1225

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Implication

This research demonstrates the value of medical data knowledge graphs in healthcare, highlighting their role in integrating electronic health records and facilitating clinical decision support.

Research and Practice on Construction of Medical Data Knowledge Graph

Discussion

Member takes

Implication

Key Points

Cite This Study

Research and Practice on Construction of Medical Data Knowledge Graph

Discussion

Member takes

Implication

Key Points

Cite This Study

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Also Consider