Dynamic Data mining for Smart mHealth

Name: Dynamic Data mining for Smart mHealth
Brand: LAP Lambert Academic Publishing
SKU: 9783659962622
Price: 1101 CZK
Availability: InStock

Real Time Stream Mining Approach to Ubiquitous Healthcare

Autor: Dipti Patil, Vijay Wadhai

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

1 101 Kč

The traditional patient monitoring systems works with threshold alarming mechanism. When certain val...

Informace o knize

Autor

Dipti Patil, Vijay Wadhai

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2016

Stránek

136

EAN

9783659962622

Enbook ID

15475610

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

221

Rozměry

150 x 220 x 8

Kompletní popis

The traditional patient monitoring systems works with threshold alarming mechanism. When certain value of the signal reaches to the threshold, system raises alarm. However such systems are not true all the time and leads to false positive prediction. In addition of this, these systems do not support mobility; hence real time monitoring of the patient is not possible. To overcome these drawbacks window based mining of vital signals is possible, where the mining approaches are applied on the signal window in order to extract risk components and predict worst health condition. Also mining systems requires past prediction data of the patient in order to predict the future risk patterns, which is a bottleneck of the system where predicting the risk for new patient is impossible. This mining bottleneck is overcome with a novel Real Time system, where the risk pattern of completely new patient would be predicted. This book provides you the design of real time patient monitoring system to monitor the patient in real time intelligently and ubiquitously where the signals are mined using online mining algorithms on mobile devices.

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Dynamic Data mining for Smart mHealth

Real Time Stream Mining Approach to Ubiquitous Healthcare

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také