Intelligent mental health screening system based on BP neural network

Abstract

The invention discloses an intelligent mental health screening system based on a BP neural network. The intelligent mental health screening system comprises a mental disease questionnaire setting module, an investigation data evaluation and labeling module, a BP neural network model training module and a mental disease screening module which are connected in sequence, the mental disease questionnaire setting module is used for setting the content of a mental disease questionnaire; the survey data evaluation and labeling module evaluates and labels questionnaire survey results; the BP neural network model training module inputs a data sample from the survey data evaluation and label module and carries out model training to obtain a BP neural network model; the mental disease screening module carries out questionnaire survey on a new potential patient, inputs data of the questionnaire survey into a BP neural network model obtained by the BP neural network model training module, and judges the illness condition of the potential patient. According to the invention, the BP neural network is used to obtain the disease result of the potential patient, the subjectivity of disease judgment is reduced, and the privacy of the potential patient is greatly protected.

Description

technical field [0001] The present invention develops a mental health intelligent screening system, which is suitable for preliminary screening of mental diseases. [0002] technical background [0003] Currently at the peak of the development of artificial intelligence 3.0, computer software and hardware capabilities and artificial intelligence technology are sufficient to support the realization of smart medical care. The mental disease screening for large-scale populations at home and abroad mainly relies on the Minnesota Multiphasic Personality Inventory (MMPI), SCL-90 Symptom Checklist (Symptom Check List-90, SCL-90), Mental health screening scales such as mood disorder assessment scale, Young Manic Rating Scale (YoungManic Rating Scale, YMRS), Hamilton Depression Scale (Hamilton Depression Scale, HAMD), mental health diagnostic test (Mental Health Test, MHT) . Most of these screening scales are based on symptoms such as depression, loss of interest or pleasure, insomn...

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Problems solved by technology

Secondly, due to the insufficient promotion of mental health knowledge, the awareness rate of mental health knowledge and the correct choice of medical treatment among ordinary residents in my country are obviously low.

Most people have no basic knowledge and understanding of mental illness, lack of understanding and sympathy for patients, and the phenomenon of prejudice and discrimination is relatively serious. Therefore, patients with mental illness and their families generally have a strong sense of "stigma" or hold stigma against mental illness. attitude, misunderstanding and resistance to psychiatric treatment, unwilling or afraid to accept diagnosis, treatment and psychological intervention, delaying treatment, and exacerbating the condition

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