Article

Dual-Model Collaboration with Consistency Calibration for Intelligent Acupuncture Prescription Recommendation

2026-02-05

Abstract excerpt

<title>Abstract</title> <p>Background Acupuncture is a core therapeutic modality in traditional Chinese medicine (TCM), widely used for symptom relief and functional regulation, yet its clinical effectiveness relies heavily on individualized acupoint selection. To address the personalized requirements for selecting acupuncture points in TCM, this study investigates a dual-model collaboration strategy for intelli...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: b8ae9baa-5bc6-50af-b547-373619fa3c66
DOI: 10.21203/rs.3.rs-7677489/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Dual-Model Collaboration with Consistency Calibration for Intelligent Acupuncture Prescription RecommendationDOI 10.21203/rs.3.rs-7677489/v1Read

TCM_DiffPR: Graph Knowledge Diffusion Model for Traditional Chinese Medicine Personalized RecommendationSemantic proximity Read

TPGen: Prescription Generation Using Knowledge-guided TranslatorSemantic proximity Read

TCMPR: TCM Prescription Recommendation Based on Subnetwork Term Mapping and Deep Learning.Semantic proximity Read

TCM-3CEval: A Triaxial Benchmark for Assessing Responses From Large Language Models in Traditional Chinese MedicineSemantic proximity Read

AI-powered TCM Diagnosis: A Multi-Task Learning Approach for Syndrome Element Diagnosis and Syndrome DifferentiationSemantic proximity Read

Construction and Application of Prescription Knowledge Graph Based on Deep LearningSemantic proximity Read

Reinforcement Learning for the Computational Interpretation of Classical Medical Heritage TextsSemantic proximity Read

Accuracy Assessment of Chinese Large Language Models in Psoriasis Management: A Multicenter Expert Consensus StudySemantic proximity Read

Assessing the feasibility of using GPT models for clinical decision support in patients suspected of prostate cancer: a comparative studySemantic proximity Read

Skin-TAIDE: Development of TAIDE Multimodal Models using Retrieval-Augmented Generation and Fine-Tuning Approaches for Generating Traditional Chinese Diagnosis Description of Skin LesionSemantic proximity Read

Automated Meta-Analysis of Transcranial Magnetic Stimulation Based on GraphRAG: A Methodology StudySemantic proximity Read

Back acupoint location method based on Deep LearningSemantic proximity Read