Gene query interpretation and health management interaction method and system based on big data model

By integrating multi-dimensional data to construct a unified health profile, and utilizing big data models and federated learning frameworks, personalized health management plans are generated. This solves the problem of insufficient personalization and accuracy in existing health management models, and achieves efficient and accurate health management and individualized medication recommendations.

CN122157787APending Publication Date: 2026-06-05XIAN YIZHEN BIOMEDICAL TECH CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
XIAN YIZHEN BIOMEDICAL TECH CO LTD
Filing Date
2026-02-04
Publication Date
2026-06-05

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Abstract

The application discloses a gene query interpretation and health management interaction method and system based on a big data model, wherein the method comprises the following steps: acquiring multi-modal health data of a user, wherein the multi-modal health data comprises gene data, phenotype data, living habit data and sociological environment data, and each data dimension is acquired through a standardized collection process; performing cleaning, normalization and correlation integration on the multi-modal health data, and constructing a unified health portrait of the user, wherein the unified health portrait comprises genetic characteristics, physiological phenotype characteristics, living behavior characteristics and social environment characteristics; calling an intelligent agent processing engine to perform deep analysis and processing on the unified health portrait; and generating a personalized health management scheme based on a gene interpretation conclusion and health management suggestions, wherein the scheme can be dynamically adjusted according to the health state change of the user, and a scientific, comprehensive and personalized solution is provided for individual health management.
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