Disease cognition system and device based on stool routine examination and storage medium

Abstract

The invention discloses a disease cognition system and device based on stool routine examination and a storage medium. The system comprises a data obtaining module which obtains stool routine examination characterization information and a test data value, respectively confirms stool routine examination abnormal characterization information and diseases corresponding to abnormal test data values, and forms a disease feature information set; a model building module which is used for building a stool routine diagnosis model based on a gradient boosting decision tree algorithm, training the stool routine diagnosis model through the disease feature information set, and building a combined diagnosis model based on abnormal characterization information and abnormal test data values; and a combined diagnosis module which is used for acquiring to-be-diagnosed stool routine examination characterization information and a test data value, and performing disease prediction through the trained combined diagnosis model. According to the method, the analysis and diagnosis efficiency of the stool routine examination can be improved, misjudgment caused by professional experience is reduced, and the accuracy and efficiency of disease cognition of the stool routine examination are guaranteed.

Description

technical field [0001] The present invention relates to the field of disease aided diagnosis systems, in particular to a disease recognition system, equipment, and storage medium based on defecation routines. Background technique [0002] Routine inspection of the stool is a necessary inspection item for judging the health status of the human body. Routine stool examination can be used to understand whether there are bacteria, viruses and parasitic infections in the digestive tract, early detection of gastroenteritis and liver disease, and can also be used as a diagnostic screening for digestive tract tumors. Routine stool tests include checking for red blood cells and white blood cells in the stool, bacterial sensitivity test, occult blood test (OB), and checking for worm eggs. [0003] At present, the routine examination of feces is generally through the appearance of feces, fecal microscope examination, fecal occult blood test (also called occult blood test, inverse bloo...

AI Technical Summary

Problems solved by technology

[0004] In view of this, the present invention proposes a disease recognition system, equipment, and storage medium based on stool routine to solve the problem of low efficiency of existing stool routine examination, analysis and determination

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