NDLI: E-health monitoring system enhancement with Gaussian mixture model

Content Provider	Springer Nature Link
Author	Kanrar, Soumen Mandal, Prasenjit Kumar
Copyright Year	2016
Abstract	In order to enhance the healthcare system, we have designed and developed a system prototype which remotely monitors patient’s vital parameters by using mobile based android application. Proposed E-health care system collects patient’s biological and personal information with the corresponding vital parameters and stores this Meta data information into the health care database servers. The distributed servers are connected with GSP system. So the extracted information from the server is directly feed to the doctor’s mobile device as well as to the patient's mobile devices in a presentable format. This system also uses Frontline SMS as an SMS service which is used to send SMS to the doctor’s mobile device automatically, when any one of the patient’s vital parameter goes out of normal range. In this paper, we present the GMM (Gaussian mixture model) based on extracted features of the patient information and assign it to the specialized doctor. In this work, we have shown that by GMM based algorithm efficiently balances the patient load to the doctor. This novel approach enhances the E-health monitoring system for normal situations as well as in the case of Natural disaster. The proposed load balancing approach gives relief to the patient for unnecessary long delay to receive medical advice. The presented result in this work shown that, the doctors from all category and specialization are loaded rationally and uniformly. According to our knowledge GMM based approach is the new additional component to enhance the E-health care system.
Starting Page	10801
Ending Page	10823
Page Count	23
File Format	PDF
ISSN	13807501
Journal	Multimedia Tools and Applications
Volume Number	76
Issue Number	8
e-ISSN	15737721
Language	English
Publisher	Springer US
Publisher Date	2016-04-11
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Android Database server Frontline SMS GPS GMM Healthcare system Vital parameters Multimedia Information Systems Computer Communication Networks Data Structures, Cryptology and Information Theory Special Purpose and Application-Based Systems
Content Type	Text
Resource Type	Article
Subject	Computer Networks and Communications Hardware and Architecture Software Media Technology

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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