Active Sense: Early Staging of Non-Insulin Dependent Diabetes Mellitus (NIDDM) Hinges upon Recognizing Daily Activity Pattern

Active Sense: Early Staging of Non-Insulin Dependent Diabetes Mellitus (NIDDM) Hinges upon Recognizing Daily Activity Pattern

The Human Activity Recognition (HAR) system allows various accessible entries for the early diagnosis of Diabetes as one of the nescient applications domains for the HAR. Long Short-Term Memory (LSTM) was applied and recognized 13 activities that resemble diabetes symptoms. Afterward, risk factor as...

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Bibliographic Details
Main Authors: Erfanul Hoque Bahadur, Abdul Kadar Muhammad Masum, Arnab Barua, Md Zia Uddin
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Electronics
Subjects:
diabetes
early staging
human activity recognition
long short-term memory
smartphone sensors
Online Access:https://www.mdpi.com/2079-9292/10/18/2194

Internet

https://www.mdpi.com/2079-9292/10/18/2194

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