IoT Based Health Monitoring System and Its Challenges and Opportunities

Bhuiyan, Mohammad Nuruzzaman; Billah, Md. Masum; Saha, Debasish; Rahman, Md. Mahbubur; Kaosar, Mohammed

doi:10.1007/978-3-030-90618-4_19

Cited by 4 publications

(1 citation statement)

References 29 publications

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“…Introduction to the development and aim of data mining, many researchers became concerned about the fundamental issues of mining the data [2], [5], [16]. In [17], the authors mention data management technique is very important to organize any kind of data analysis. In [18], the review literature discusses the security issues of data management and proposed a security model.…”

Section: Literature Reviewmentioning

confidence: 99%

Grading System Prediction of Educational Performance Analysis Using Data Mining Approach

Rahman

Hasan

Billah

et al. 2022

Malaysian J. Sci. Adv. Tech.

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In the neoteric century, education holds the key to bringing tremendous upgradation to the world. In most Asian countries, it is very challenging to apply education data mining techniques due to the variety of institutional data categories. In this research, an efficient data collection technique has been designed to gather institutional data, analyse and pre-process the data and apply specific data mining methods to estimate students’ progress. A real-time dataset has been designed from student transcript data, which helps to analyse the prediction of student quality. In our research, six traditional classification algorithms and a deep neural network (DNN) model is applied to perform prediction efficiency. Different classification models perform an accuracy of 90% ~ 94%. Our research predicts student education efficiency, analyses student patterns and introduces a generalized framework for an advanced level of study.

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Section: Literature Reviewmentioning

confidence: 99%

Grading System Prediction of Educational Performance Analysis Using Data Mining Approach

Rahman

Hasan

Billah

et al. 2022

Malaysian J. Sci. Adv. Tech.

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Opportunities and challenges facing the accounting information system in medical institutions when adopting Internet of Things

Tawfik,

Elmaasrawy

2024

Digital Healthcare in Asia and Gulf Region for Healthy Aging and More Inclusive Societies

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Design and Implementation of a Feasible Model for the IoT Based Ubiquitous Healthcare Monitoring System for Rural and Urban Areas

et al. 2022

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The Internet of Things (IoT) based real-time health monitoring system has contributed towards a brilliant human welfare both in urban and rural areas. Many of such solutions are not well applicable in developing countries like Bangladesh due to lack of uninterrupted communication system. In this paper, we present an IoT-based real-time health monitoring system that can measure, monitor and report people's health condition online and offline from anywhere. Our proposed IoT based solution is capable to transmit the sensitive health information to medical centres and caregivers in real time. The proposed system has been designed with Arduino UNO, Nodemcu, and GSM modules to measure body temperature, pulse rate, oxygen saturation, room temperature, and air quality in a smart home setting. The system can also provide the patient's historical health records. Our implementation was tested on some test cases which works excellent with accuracy. The proposed system has high potentiality for the rural and urban areas in developing countries.

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IoT Based Health Monitoring System and Its Challenges and Opportunities

Cited by 4 publications

References 29 publications

Grading System Prediction of Educational Performance Analysis Using Data Mining Approach

Grading System Prediction of Educational Performance Analysis Using Data Mining Approach

Opportunities and challenges facing the accounting information system in medical institutions when adopting Internet of Things

Design and Implementation of a Feasible Model for the IoT Based Ubiquitous Healthcare Monitoring System for Rural and Urban Areas

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