医疗影像数据分析方法、装置、存储介质、电子设备及产品

By acquiring image feature description information and multi-level image data features, and using multi-level feature domain models and AI algorithms to match intelligent agents, the target AI algorithm is automatically determined, which solves the problems of heterogeneity and standardization of medical image data and improves the accuracy and reliability of analysis.

CN121885111BActive Publication Date: 2026-07-17SHANGHAI MEDICAL IMAGE INSIGHTS INTELLIGENT TECHNOLOGY CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
SHANGHAI MEDICAL IMAGE INSIGHTS INTELLIGENT TECHNOLOGY CO LTD
Filing Date
2026-03-16
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Medical image data is heterogeneous in origin, and its completeness and standardization are difficult to guarantee. Existing algorithm matching methods have high maintenance costs and poor scalability, making it difficult to execute AI tasks quickly and accurately in real medical environments.

Method used

By acquiring image feature description information and multi-level image data features, and using a pre-built multi-level feature domain model and AI algorithm to match intelligent agents, the target AI algorithm is automatically determined for medical AI analysis.

Benefits of technology

It enables the rapid and accurate identification of suitable AI algorithms, improving the accuracy and reliability of medical image data analysis and reducing the demand for computing resources.

✦ Generated by Eureka AI based on patent content.

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Abstract

本申请实施例公开了一种医疗影像数据分析方法、装置、存储介质、电子设备及产品。该方法包括:获取医疗业务系统发送的医疗影像数据,并确定所述医疗影像数据对应的影像特征描述信息;将所述医疗影像数据输入至预先构建的多层级特征域模型中,获取所述多层级特征域模型输出的所述医疗影像数据对应的多层级影像数据特征;将所述影像特征描述信息及所述多层级影像数据特征输入至AI算法匹配智能体中,根据所述AI算法匹配智能体的输出结果确定目标AI算法,并基于目标AI算法对所述医疗影像数据进行医疗AI分析。本方案可以快速、准确地确定出与医疗影像数据适配的AI算法,从而提高基于AI算法对医疗影像数据进行分析的准确性与可靠性。
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