Virtual Clinic Design Based on Unity 3D and Machine Learning

This paper proposes its Virtual Clinic, an innovative healthcare model, which is aimed at enhancing the healthcare access and quality globally through the combining of the Internet of Things (IoT) technology with three-dimensional virtual reality (3D VR). The primary goal of the project is to address medical gaps caused by regional and societal variety by using virtual characters in place of actual patients. In order to facilitate people to obtain more convenient and effective medical services, this study developed a technical framework to present health data in a three-dimensional virtual reality scene, that is, VR. The full virtualization of the system provides a secure real-time IoT data transmission platform for communication between patients and doctors. In addition, in order to develop a personalized medical plan, machine learning technology will be used to process patients' health data and then predict patients' health outcomes. The purpose of this study is to integrate these technologies into the healthcare system and use them to improve patients' medical experience, thereby contributing to the possibility of promoting different medical service development models. In addition, this study also explains the important issues and challenges encountered in this research.