Osamah TY -的A2思•易卜拉欣AU -哈桑,阿比德盟——阿里·m·d·Iftekhar盟——Ahammed里非盟- Bourouis萨米盟——汗,穆罕默德Monirujjaman PY - 2021 DA - 2021/12/13 TI -发展NLP-Integrated E-Mental健康智能网络系统SP - 1546343六世- 2021 AB -随着COVID-19大流行的继续,需要更好的医疗保健设施比以往任何时候都更突出显示。除了身体健康,心理健康状况已成为一个重要的问题。不幸的是,很少有机会让人们接受精神卫生保健。有设施不足寻求心理健康支持甚至在大城市,更不用说偏远地区。介绍了心理健康支持系统结构和实现程序结合技术和专业人员。系统是一个网络平台,寻求心理健康可以注册和使用功能像NLP-based chatbot人格评估,与志同道合的人聊天,和心理健康专家一对一的视频会议。视频通话功能的系统使用计算机视觉情感检测功能。该系统还包括下载处方设施和安全交易的支付网关。从技术方面,会话NLP-based聊天机器人和计算机vision-powered视频通话系统最重要的特性。系统有一个文档工具分析心理健康状况。 The web platform is built using React.js for the frontend and Express.js for the backend. MongoDB is used as the database of the platform. The NLP chatbot is built on a three-layered deep neural network model that is programmed in the Python language and uses the NLTK, TensorFlow, and Keras sequential API. Video conference is one of the most important features of the platform. To create the video calling feature, Express.js, Socket.io, and Socket.io-client have been used. The emotion detection feature is implemented on video conferences using computer vision, Haar Cascade, and TensorFlow. All the implemented features are tested and work fine. The targeted users for the platform are teenagers, youth, and the middle-aged population. Mental health-seeking is still considered taboo in some societies today. Apart from basic established facilities, this social dilemma of undergoing treatment for mental health is causing severe damage to individuals. A solution to this problem can be a remote platform for mental health support. With this goal in mind, this system is designed to provide mental health support to people remotely from anywhere worldwide. SN - 1748-670X UR - https://doi.org/10.1155/2021/1546343 DO - 10.1155/2021/1546343 JF - Computational and Mathematical Methods in Medicine PB - Hindawi KW - ER -