1. Construct a Traditional Chinese Medicine (TCM) constitution database, clarify the distribution patterns of TCM constitution in populations with comorbid "three-high" conditions (hypertension, hyperlipidemia, and hyperglycemia) and their associations with metabolic indicators. Establish a "constitution-comorbidity-metabolism" relationship model to provide a basis for personalized intervention and the development of an AI platform. 2. Develop the AI-HEALS system by integrating the TCM constitution database with multimodal large language models. This system will generate personalized intervention plans and provide intelligent interactive Q\&A capabilities to enhance patient intervention adherence. 3. Evaluate the clinical application effectiveness of the AI-HEALS system, explore the relationship between changes in constitution and intervention outcomes, and validate the TCM intervention pathway of "regulating constitution to promote health." This will provide both theoretical and practical guidance for the dynamic regulation and precise intervention of TCM constitution.
None
None
A standardized survey was conducted using the Classification and Assessment Criteria of Traditional Chinese Medicine Constitution (Standard of the China Association of Chinese Medicine)constitution identification scale. Trained TCM practitioners and nursing staff performed constitution assessment to identify the dominant constitution type and any coexisting constitution types. Additionally, patient basic information, disease diagnosis details, and recent metabolic indicators such as blood pressure, fasting blood glucose, glycosylated hemoglobin, and blood lipid levels were collected.
Other
Prospective
Multimodal AI Models
Other interventionConstruct a Traditional Chinese Medicine (TCM) constitution database, clarify the distribution patterns of TCM constitution in populations with comorbid "three-high" conditions (hypertension, hyperlipidemia, and hyperglycemia) and their associations with metabolic indicators. Establish a "constitution-comorbidity-metabolism" relationship model to provide a basis for personalized intervention and the development of an AI platform.
Traditional Chinese Medicine (TCM) Constitution Database
Develop the AI-HEALS intelligent intervention platform, equipped with functions such as constitution identification, intelligent recommendations, and interactive Q\&A, achieving a Q\&A accuracy rate of over 90%.
Click on the lead sponsor to view all of their trials.
This trial is not recruiting at the moment. You can still explore other options:
