Method and system for remote medical information exchanging are disclosed. The system for remote medical information exchanging comprises a computer application program and a data storage server. The computer application program is electrically coupled with a data storage server via communication network, comprising an end user end, configured to capture video stream of face of the end user; and a doctor end, configured to show the video stream of the face of end user and one or more physiological inference in accordance with the video stream. The data storage server, configured to store a scalable video server module, one or more artificial intelligence modules, a poly-omics uni-matrix pipeline, and a combined inference module.