{"title":"个性化医疗：利用人工智能和定位服务进行症状诊断和医院推荐的综合方法","authors":"Seng-Keong Tan, Siew-Chin Chong, Kuok-Kwee Wee, Lee-Ying Chong","doi":"10.33093/jiwe.2024.3.1.8","DOIUrl":null,"url":null,"abstract":"Utilizing digital advancements, an integrated Flask-based platform has been engineered to centralize personal health records and facilitate informed healthcare decisions. The platform utilizes a Random Forest model-based symptom checker and an OpenAI API-powered chatbot for preliminary disease diagnosis and integrates Google Maps API to recommend proximal hospitals based on user location. Additionally, it contains a comprehensive user profile encompassing general information, medical history, and allergies. The system includes a medicine reminder feature for medication adherence. This innovative amalgamation of technology and healthcare fosters a user-centric approach to personal health management.","PeriodicalId":484462,"journal":{"name":"Journal of Informatics and Web Engineering","volume":"216 ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Personalized Healthcare: A Comprehensive Approach for Symptom Diagnosis and Hospital Recommendations Using AI and Location Services\",\"authors\":\"Seng-Keong Tan, Siew-Chin Chong, Kuok-Kwee Wee, Lee-Ying Chong\",\"doi\":\"10.33093/jiwe.2024.3.1.8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Utilizing digital advancements, an integrated Flask-based platform has been engineered to centralize personal health records and facilitate informed healthcare decisions. The platform utilizes a Random Forest model-based symptom checker and an OpenAI API-powered chatbot for preliminary disease diagnosis and integrates Google Maps API to recommend proximal hospitals based on user location. Additionally, it contains a comprehensive user profile encompassing general information, medical history, and allergies. The system includes a medicine reminder feature for medication adherence. This innovative amalgamation of technology and healthcare fosters a user-centric approach to personal health management.\",\"PeriodicalId\":484462,\"journal\":{\"name\":\"Journal of Informatics and Web Engineering\",\"volume\":\"216 \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Informatics and Web Engineering\",\"FirstCategoryId\":\"0\",\"ListUrlMain\":\"https://doi.org/10.33093/jiwe.2024.3.1.8\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Informatics and Web Engineering","FirstCategoryId":"0","ListUrlMain":"https://doi.org/10.33093/jiwe.2024.3.1.8","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
利用数字技术的进步，我们设计了一个基于 Flask 的集成平台，以集中管理个人健康记录并促进做出明智的医疗决策。该平台利用基于随机森林模型的症状检查器和由 OpenAI API 驱动的聊天机器人进行初步疾病诊断，并集成了谷歌地图 API，可根据用户位置推荐附近的医院。此外，该系统还包含一个全面的用户档案，其中包括一般信息、病史和过敏史。该系统还包括提醒服药的功能。这种技术与医疗保健的创新结合，促进了以用户为中心的个人健康管理方法。
Personalized Healthcare: A Comprehensive Approach for Symptom Diagnosis and Hospital Recommendations Using AI and Location Services
Utilizing digital advancements, an integrated Flask-based platform has been engineered to centralize personal health records and facilitate informed healthcare decisions. The platform utilizes a Random Forest model-based symptom checker and an OpenAI API-powered chatbot for preliminary disease diagnosis and integrates Google Maps API to recommend proximal hospitals based on user location. Additionally, it contains a comprehensive user profile encompassing general information, medical history, and allergies. The system includes a medicine reminder feature for medication adherence. This innovative amalgamation of technology and healthcare fosters a user-centric approach to personal health management.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
