Medication compliance monitoring method for AIDS patient

Abstract

The invention discloses a medication compliance monitoring method for an ADIS patient. According to an ST-GLSTM deep network learning model based on the 3D skeleton, the medicine taking action of theAIDS patient and the adverse reaction behavior of the human body after medicine taking are recognized, and the medication compliance of the patient is monitored. According to the invention, a skeletonspace-time diagram is constructed; a spatial position relationship among the nodes is represented by using a node topological structure; the movement track of the articulation point is expressed in atime sequence edge form; a graph long-term and short-term memory network model conforming to the skeleton space-time graph is designed and comprises centripetal and centrifugal point group time and space forgetting gates and centripetal point group time and space cell states. By constructing a space-time forgetting door and a space-time cell state, simulating the space-time state of skeleton dataand fusing and learning the space-time characteristics of neighbor nodes such as centripetal points and centrifugal points of a skeleton root node, the action recognition precision of a patient in the medication process is improved, and the medication compliance of the patient is monitored.

Description

technical field [0001] The invention relates to the field of medication compliance monitoring, in particular to a method for monitoring the medication compliance of AIDS patients. Background technique [0002] AIDS, Acquired Immunodeficiency Syndrome (AIDS), its pathogen is Human Immunodeficiency Virus (HIV), also known as AIDS virus. As of the end of 2017, there were 758,610 living HIV / AIDS patients reported in my country, 134,512 newly discovered HIV / AIDS patients (more than 95% of which were infected through sexual channels), and 30,718 deaths were reported that year. An important public health problem that seriously threatens the public health of our country. [0003] Highly Active Combined Antiretroviral Therapy (HAART) can reduce the morbidity and mortality of AIDS, effectively relieve symptoms and prolong the survival time of patients. To achieve the expected effect of antiviral therapy, antiviral drugs must be taken regularly and throughout life, so medication compl...

AI Technical Summary

Problems solved by technology

[0005] Due to side effects such as headache, nausea, vomiting, diarrhea, insomnia and other side effects of taking AIDS antiviral drugs, including damage to body organs such as the liver, and AIDS patients are easily affected by negative emotions, patients have poor drug compliance. Based on mobile phone software, the patient In this method of self-recording medication, patients often do not take the initiative to use mobile phone software to record daily medication. In this case, AIDS patients often need to passively accept medication records to evaluate patients' medication compliance

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