A smart burn diagnostic system based on multimodal data fusion and four-dimensional assessment

The intelligent burn diagnostic system, which integrates multimodal data fusion and four-dimensional assessment, utilizes technologies such as visual imaging, infrared thermal imaging, and TOF ranging to construct TDI, TDC, IRV, and HPS assessment systems. This system solves the subjectivity and efficiency problems of traditional burn assessment and enables accurate assessment and scientific treatment of burn wounds.

CN120913819BActive Publication Date: 2026-06-30TIANJIN UNIV +1
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
TIANJIN UNIV
Filing Date
2025-08-28
Publication Date
2026-06-30

AI Technical Summary

Technical Problem

Traditional burn assessment relies on doctors' experience, which is highly subjective, has a high rate of misjudgment, and is inefficient. It is difficult to ensure diagnostic accuracy and treatment timeliness in large-scale centralized treatment scenarios for burn patients. Moreover, burn wound assessment involves multiple dimensions, and a single-dimensional judgment cannot fully reflect the actual situation.

Method used

The intelligent burn diagnosis system, which employs multimodal data fusion and four-dimensional assessment, uses multi-source data such as visual images, infrared thermal imaging, and TOF ranging, combined with artificial intelligence technology, to construct an assessment system for tissue damage index (TDI), thermal damage coefficient (TDC), infection risk value (IRV), and healing potential score (HPS), thereby achieving automated data acquisition and intelligent analysis.

Benefits of technology

It has improved the accuracy of burn diagnosis and the efficiency of treatment, optimized the burn treatment process, made it more intelligent and efficient, reduced the misjudgment rate, and provided a scientific method for burn assessment.

✦ Generated by Eureka AI based on patent content.

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Abstract

This invention discloses an intelligent burn diagnosis system based on multimodal data fusion and four-dimensional assessment, comprising the following steps: collecting multimodal data of burn wounds and preprocessing it; fusing the acquired multimodal data of burn wounds and extracting key features; after completing multimodal data fusion and feature extraction, constructing a four-dimensional burn assessment system including tissue damage index, thermal damage coefficient, infection risk value, and healing potential score; determining the severity of burns based on the four-dimensional burn assessment system; and providing corresponding treatment suggestions based on the output of the burn assessment results. This invention employs the aforementioned intelligent burn diagnosis system based on multimodal data fusion and four-dimensional assessment, integrating multi-source data such as visual images, infrared thermal imaging, and TOF ranging, combined with artificial intelligence analysis technology, to provide more objective and accurate assessment results through automated data acquisition and intelligent analysis, achieving precise assessment of burn wounds.
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