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Machine Heart
Machine Heart
May 13, 2026 · Artificial Intelligence

From 0 to 193 Logins in 88 Days: Evidence‑Driven AI Empowers 5 Million Chinese Doctors

Facing overwhelming patient loads and unreliable AI hallucinations, Chinese doctors turned to a new medical AI that combines low‑hallucination retrieval‑augmented generation, PICO‑GRADE evidence structuring, reward‑based model alignment and expert‑in‑the‑loop feedback, delivering clinically vetted answers in seconds and gaining 193 logins within 88 days.

AIRAGclinical-decision-support
0 likes · 16 min read
From 0 to 193 Logins in 88 Days: Evidence‑Driven AI Empowers 5 Million Chinese Doctors
DataFunSummit
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.

AIKnowledge GraphTCM
0 likes · 15 min read
Construction and Applications of a Traditional Chinese Medicine Knowledge Graph
DataFunTalk
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 healthcareDomain PretrainingMedical Knowledge Graph
0 likes · 17 min read
Integrating Domain Knowledge into AI‑Driven Medical Reasoning: Trends, Challenges, and Techniques