Mental state prediction method, system and device based on physiological health indicators
A technology of physical health and mental state, applied in the directions of diagnostic signal processing, diagnostic recording/measurement, medical science, etc., it can solve problems such as difficulty in comprehensive evaluation, and achieve the effect of improving concentration, effective data support, and relieving individual stress.
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Embodiment 1
[0034] A method for predicting mental state based on physiological health indicators, comprising the following steps:
[0035] S1: collect the physiological health indicators of the user to be tested, wherein the physiological health indicators include pulse data and breathing data, and perform step S2;
[0036] S2: Utilize AI algorithm to analyze pulse data and respiration data respectively, obtain pulse feature and respiration feature, execute step S3;
[0037] S3: input the pulse feature into the first LSTM neural network model that has been trained to obtain the H relaxation index, and input the breath feature into the second LSTM neural network model that has been trained to obtain the B relaxation index, based on the H The relaxation index and B relaxation index obtain the comprehensive relaxation index of the user to be tested, and perform step S4;
[0038] Of course, based on the H relaxation index and the B relaxation index, not only the composite index, but also the...
Embodiment 2
[0086] Such as Figure 4 As shown, a mental state prediction system based on physiological health indicators, including:
[0087] The collection module is used to obtain the physiological health index of the user to be tested;
[0088] Wherein, the physiological health index is obtained through a wearable device, and the physiological health index includes but not limited to pulse data and respiratory data, which can provide a large amount of basic data for evaluating the user's physiological health state. The system of the present invention also includes The database can store the user's physiological health data and static state data, and form the big data of emotional management through the database to provide accurate assessment and intervention for personnel's stress management and physical and mental relaxation training, and provide effective data support for the healthy development of personnel.
[0089] The first processing module is used to analyze the pulse data and...
Embodiment 3
[0097] Such as Figure 5 As shown, an electronic device according to an embodiment of the present invention includes a processor and a memory, and when the processor executes computer instructions / codes stored in the memory, the method in any one of the above embodiments is implemented.
[0098] The electronic equipment of this embodiment includes but is not limited to wearable equipment, so the electronic equipment of the present invention also includes other electronic equipment that can collect physiological health indicators, which can be used to treat the user's fatigue state, achieve the purpose of improving the user's mental state, and relax individuals. Mental status and clinical medicine have practical implications.
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