Cross-modal fusion disease analysis system and device, and storage medium

Abstract

The invention discloses a cross-modal fusion disease analysis system and device, and a storage medium. The system comprises a data acquisition module used for acquiring a plurality of prostatic fluid appearance image samples, corresponding prostatic fluid routine detection data and accompanying symptom feature information; a preprocessing module, which is used for performing image feature extraction on the prostatic fluid appearance image sample and preprocessing corresponding prostatic fluid conventional detection data and accompanying symptom feature information; a feature fusion module, which is used for fusing the three features after preprocessing and performing normalization processing to form a set of prostatic fluid medical biological features and corresponding diseases; a relationship mining module, which is used for extracting association rules between the prostatic fluid medical biological features and the corresponding diseases by utilizing an association rule mining algorithm; and a disease analysis module, which is used for performing disease analysis based on the association rule of the relationship mining module. According to the invention, automatic disease cognition and analysis based on cross-modal fusion are realized.

Description

technical field [0001] The invention belongs to the technical field of data processing, and in particular relates to a system, equipment and storage medium for cross-modal fusion analysis of diseases. Background technique [0002] Human secretions reflect the health status of the human body to a certain extent. For example, prostatic fluid is the secretion of the prostate gland. The appearance of normal prostatic fluid is thin and light milky white. It is infected with inflammation and its characteristics change. When the inflammation is severe, the substance can become thicker and the color Turn yellow or light red turbid, or contain floc, and sticky silk. In the case of prostate cancer, the prostatic fluid is often bloody in varying degrees. [0003] At present, the routine inspection of prostatic fluid relies on manual inspection to a large extent. For example, after inspectors use a microscope to manually observe several high-power fields on a glass slide, the average v...

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Problems solved by technology

[0004] In view of this, the present invention proposes a system, device, and storage medium for cross-modal fusion analysis of diseases, which are used to solve the problem of excessive reliance on conventional detection data and expert experience during prostate examination

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