Clinical Decision Support

DataFunSummit

Jul 24, 2022 · Artificial Intelligence

Construction and Applications of a Traditional Chinese Medicine Knowledge Graph

This report details the concept, systematic construction process, and diverse applications of a large‑scale Traditional Chinese Medicine (TCM) knowledge graph, illustrating how semantic standards, ontology engineering, and graph databases enable intelligent retrieval, recommendation, and clinical decision support across multiple TCM sub‑domains.

AIClinical Decision SupportKnowledge Graph

0 likes · 15 min read

Construction and Applications of a Traditional Chinese Medicine Knowledge Graph

DataFunTalk

Nov 25, 2021 · Artificial Intelligence

Integrating Domain Knowledge into AI‑Driven Medical Reasoning: Trends, Challenges, and Techniques

With the rise of deep learning, the article examines the current state of smart healthcare, identifies core challenges such as industry constraints, data privacy, and algorithmic limitations, and explores how domain knowledge—through medical knowledge graphs and specialized pre‑training models—can be integrated into AI reasoning for improved clinical decision support.

AI in HealthcareClinical Decision SupportDomain Pretraining

0 likes · 17 min read

Integrating Domain Knowledge into AI‑Driven Medical Reasoning: Trends, Challenges, and Techniques