An Intelligent Healthcare Serviceto Monitor Vital Signs in Daily Life – A Case Study on Health-IoT
Journal Title: International Journal of engineering Research and Applications - Year 2017, Vol 7, Issue 3
Abstract
Vital signs monitoring for elderly in daily life environment is a promising concept that efficiently can provide medical services to people at home. However, make the system self-served and functioning as personalized provision makes the challenge even larger. This paper presents a case study on a Health-IoT system where an intelligent healthcare service is developed to monitor vital signs in daily life. Here, a generic Health-IoT framework with a Clinical Decision Support System (CDSS) is presented. The generic framework is mainly focused on the supporting sensors, communication media, secure and safe data communication, cloud-based storage, and remote accesses of the data. The CDSS is used to provide a personalized report on persons‟ health condition based on daily basis observation on vital signs. Six participants, from Spain (n=3) and Slovenia (n=3) have been using the proposed healthcare system for eight weeks (e.g. 300+ health measurements) in their home environments to monitor their health. The sensitivity, specificity and overall accuracy of the DSS‟s classification are achieved as 90%, 97% and 96% respectively while k=2 i.e., top 2 most similar retrieved cases are considered. The initial user evaluation resultdemonstrates the feasibility and performance of the implemented system through the proposed framework.
Authors and Affiliations
Mobyen Uddin Ahmed
Keywords
Related Articles
- EP ID EP390330
- DOI 10.9790/9622-0703024345.
- Views 118
- Downloads 0
PV And Q V Curve Analysis Of IEEE 9 Bus System
Voltage Stability analysis of voltage instability in electric power system is very crucial in order to maintain the equilibrium of the system.Voltage security is the ability of the system to maintain adequate and control...
Successive Blind Interference Alignment Using Reconfigurable Antenna
Interference alignment is new interference mitigation technique. In latest studies many experiments evolutions are proved only for interference alignment. But very less have given attention to the blind interference alig...
Flight Attitude Controller Using Dynamic Inversion Theory with Stability Margin Guarantee
In order to realize reusable launch vehicle, flight attitude control system is important. Dynamic inversion (DI) theory is known well as nonlinear control theory. DI theory can cancel the nonlinear dynamics and linearize...
Radiation Model of a Technological Pipe of Nuclear Power Plant
In This Paper, A Description Of The Model Of The Radiation State Of Anuclear Facility Is Developed And The Composition Of The Model Is Outlined.The Problems Of The Formation Of The Engineering-Radiation Model Of The Nucl...
Using Differential Transform Method To Solve Non-Linear Partial Differential Equations
Following the early application in electrical circuits, differential transform method for solving non-linear partial differential equations is gaining recognition based on the effectiveness of the solutions. This study s...