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Published in: Peer-to-Peer Networking and Applications 6/2020

29-01-2020

IOT based wearable sensor for diseases prediction and symptom analysis in healthcare sector

Authors: BalaAnand Muthu, C. B. Sivaparthipan, Gunasekaran Manogaran, Revathi Sundarasekar, Seifedine Kadry, A. Shanthini, Antony Dasel

Published in: Peer-to-Peer Networking and Applications | Issue 6/2020

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Abstract

Humans with good health condition is some more difficult in today’s life, because of changing food habit and environment. So we need awareness about the health condition to the survival. The health-support systems faces significant challenges like lack of adequate medical information, preventable errors, data threat, misdiagnosis, and delayed transmission. To overcome this problem, here we proposed wearable sensor which is connected to Internet of things (IoT) based big data i.e. data mining analysis in healthcare. Moreover, here we design Generalize approximate Reasoning base Intelligence Control (GARIC) with regression rules to gather the information about the patient from the IoT. Finally, Train the data to the Artificial intelligence (AI) with the use of deep learning mechanism Boltzmann belief network. Subsequently Regularization _ Genome wide association study (GWAS) is used to predict the diseases. Thus, if the people has affected by some diseases they will get warning by SMS, emails. Etc., after that they got some treatments and advisory from the doctors.

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Metadata
Title
IOT based wearable sensor for diseases prediction and symptom analysis in healthcare sector
Authors
BalaAnand Muthu
C. B. Sivaparthipan
Gunasekaran Manogaran
Revathi Sundarasekar
Seifedine Kadry
A. Shanthini
Antony Dasel
Publication date
29-01-2020
Publisher
Springer US
Published in
Peer-to-Peer Networking and Applications / Issue 6/2020
Print ISSN: 1936-6442
Electronic ISSN: 1936-6450
DOI
https://doi.org/10.1007/s12083-019-00823-2

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