Research map: A clinical decision enhancement framework for large language models guided by medical knowledge graph: Improving diagnostic accuracy and rationality
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Papers in this map
The Unified Medical Language System (UMLS): integrating biomedical terminology
· Olivier Bodenreider · 2003 · 4486 citations · Cited by this paper
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· Sarah L. Gans · 2015 · 213 citations · Cited by this paper
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· Qiuhong Wei · 2024 · 199 citations · Cited by this paper
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Chat Generative Pretrained Transformer Fails the Multiple-Choice American College of Gastroenterology Self-Assessment Test
· Kelly I. Suchman · 2023 · 140 citations · Cited by this paper
Large language models should be used as scientific reasoning engines, not knowledge databases
· Daniel Truhn · 2023 · 100 citations · Cited by this paper
Aci-bench: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation
· Wen-wai Yim · 2023 · 61 citations · Cited by this paper
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· Mauro Giuffrè · 2024 · 58 citations · Cited by this paper
MEGA: Machine Learning-Enhanced Graph Analytics for Infodemic Risk Management
· Ching Nam Hang · 2023 · 38 citations · Cited by this paper
Vary: Scaling up the Vision Vocabulary for Large Vision-Language Model
· Haoran Wei · 2024 · 38 citations · Cited by this paper
Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy
· Kewei Lyu · 2023 · 37 citations · Cited by this paper
Use of SNOMED CT in Large Language Models: Scoping Review
· Eunsuk Chang · 2024 · 24 citations · Cited by this paper
Diabetes Mellitus Control and Chronic Kidney Disease
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