TIIS (한국인터넷정보학회)
Current Result Document :
| 한글제목(Korean Title) |
A Study on Finding Emergency Conditions for Automatic Authentication Applying Big Data Processing and AI Mechanism on Medical Information Platform |
| 영문제목(English Title) |
A Study on Finding Emergency Conditions for Automatic Authentication Applying Big Data Processing and AI Mechanism on Medical Information Platform |
| 저자(Author) |
Gyu-Sung Ham
Mingoo Kang
Su-Chong Joo
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| 원문수록처(Citation) |
VOL 16 NO. 8 PP. 2772 ~ 2786 (2022. 8) |
한글내용
(Korean Abstract) |
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영문내용
(English Abstract) |
We had researched an automatic authentication-supported medical information platform[6]. The proposed automatic authentication consists of user authentication and mobile terminal authentication, and the authentications are performed simultaneously in patients’ emergency conditions. In this paper, we studied on finding emergency conditions for the automatic authentication by applying big data processing and AI mechanism on the extended medical information platform with an added edge computing system. We used big data processing, SVM, and 1-Dimension CNN of AImechanism to find emergency conditions as authentication means considering patients’ underlying diseases such as hypertension, diabetes mellitus, and arrhythmia. To quickly determine a patient’s emergency conditions, we placed edge computing at the end of the platform. The medical information server derives patients’ emergency conditions decision values using big data processing and AI mechanism and transmits the values to an edge node. If the edge node determines the patient emergency conditions, the edge node notifies the emergency conditions to the medical information server. The medical server transmits an emergency message to the patient’s charge medical staff. The medical staff performs the automatic authentication using a mobile terminal. After the automatic authentication is completed, the medical staff can access the patient’s upper medical information that was not seen in the normal condition. |
| 키워드(Keyword) |
AI Mechanism & Big Data Processing
Automatic Authentication
Edge Computing
Emergency Conditions
Medical Information Platform
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| 파일첨부 |
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