每日健康监测聊天机器人与线性回归

K. Wongpatikaseree, A. Ratikan, Chaianun Damrongrat, Katiyaporn Noibanngong
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引用次数: 3

摘要

如今,老年人从日常生活中损害他们的健康,如吃垃圾食品的习惯,缺乏锻炼的时间,等等。随着年龄的增长,大多数老年人经常会遇到高血压疾病。这种病会导致许多危险的疾病。此外,医院里的医生人数也不是很高。医生通常会记下一些简短的症状,以便提供快速服务,但这可能不足以进行诊断。因此,我们提出了老年人日常健康监测聊天机器人。我们需要收集老年人的信息来创建个人健康记录(PHR)。我们开发了会话聊天机器人,通过LINE应用程序与老年人进行互动。这项研究的结果支持了医生的工作,因为医生在阅读每日PHR后,可以更准确地诊断疾病并给出医疗建议。采用线性回归技术监测老年人血压变化趋势。因此,他们可以通过聊天机器人的警告和照顾健康来预防或缓解一些疾病。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Daily Health Monitoring Chatbot with Linear Regression
Nowadays, elderly people harm their health from daily routines such as the habits of eating junk food, lack of time for exercising, and so on. When age increases, most of elderly people often have encountered with high blood pressure disease. This disease can lead to many dangerous diseases. Additionally, population of the doctors in hospital is not so high. The doctor usually takes a short note about symptoms for quick services that might not be enough for diagnosis. Therefore, we proposed daily health monitoring chatbot for the elderly people. We need to collect information from the elderly people to create personal health record (PHR). We develop conversational chatbot to interact with the elderly people via LINE application. Outcomes of this research support the doctor’s work because after reading daily PHR, the doctor diagnoses the diseases and gives advice for medical treatment more accurately. Furthermore, Linear regression technique was developed to monitor the blood pressure’s trend of elderly. Thus, they can prevent or relieve some diseases from chatbot warning and taking care the health.
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