A raman spectrum pathogen rapid identification and detection system
By using a Raman spectroscopy-based rapid pathogen identification and detection system, combined with cross-domain feature extraction and multi-dimensional risk assessment, the issues of accuracy and early warning in pathogen detection have been resolved, enabling rapid and accurate pathogen identification and risk assessment.
CN121997192BActive Publication Date: 2026-07-21NEOGEN BIO-SCI TECH (SHANGHAI) CO LTD
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Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- NEOGEN BIO-SCI TECH (SHANGHAI) CO LTD
- Filing Date
- 2025-12-31
- Publication Date
- 2026-07-21
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Figure CN121997192B_ABST
Abstract
The application discloses a kind of Raman spectrum pathogen rapid identification detection system, it is related to pathogen detection technical field, comprising: spectrum acquisition module, the Raman original spectrum data of pathogen sample and sample associated multidimensional information are acquired, and pathogen Raman fusion dataset is generated;Double-branch identification module is based on fusion dataset, extracts cross-domain feature and carries out pathogen species matching, generates pathogen species preliminary matching result;Risk level determination module is based on pathogen species preliminary matching result, combines pathogen virulence factor database, clinical pathogenic probability statistical data, constructs risk assessment model, generates pathogen risk level and corresponding early warning tendency;Result verification module generates detection report.The application is fused Raman spectrum and multidimensional sample information, with the aid of double-branch identification, multidimensional risk assessment and integrated learning verification mechanism, realize the rapid accurate identification of pathogen and scientific risk classification.
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