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186799

Heart Disease Detection using ML and ES (Smart Wearable Health Monitoring System)

Article

Last updated: 03 Jan 2025

OverviewSimilar Items

Subjects

-

Tags

Computer Sciences

Abstract

This paper proposed a smart wearable system for heart disease detection using machine learning and embedded systems. A smart wearable system that able to monitor the heart beat rate condition of patient. The heart beat rate is detected using photoplethysmogram (PPG). The signal is processed using ATmega32 Microcontroller to determine heart beat rate per minute. Then, it sends the heart rate represented as BPM to Android App Via Bluetooth Communication, Android app sends SMS alert to the mobile phone of medical experts or patient's family member, or their relatives via SMS contains user's current location, Android app calculates daily steps count. Android/Desktop app allow user to check nearest hospitals, cardiac centers, nearest Health centers (GYM) and also user's current location. Android/Desktop app allow user to know if he suffers from heart disease or not by one click which run a machine/Deep learning module that analyze user ‘s data to detect heart disease.

DOI

10.21608/kjis.2021.42695.1009

Keywords

Firebase Cloud, Deep learning, Machine Learning, Neural network, Logistic regression

Authors

First Name

Osama

Last Name

Abu Zaid

MiddleName

M.

Affiliation

Department of Computer Sciences, Faculty of Computers and Information, Kafrelsheikh University, Egypt

Email

osamaabuzaid@yahoo.com

City

-

Orcid

-

First Name

adham

Last Name

mohamed

MiddleName

aly

Affiliation

Department of Computer Sciences, Faculty of Computers and Information, Kafrelsheikh University, Egypt

Email

adhamaly80@yahoo.com

City

-

Orcid

-

First Name

Kamel

Last Name

El-Sehly

MiddleName

Alaa

Affiliation

Department of Computer Sciences, Faculty of Computers and Information, Kafrelsheikh University, Egypt

Email

kelsehly.ke@gmail.com

City

-

Orcid

-

First Name

Mahmoud

Last Name

Ossman

MiddleName

Mohamed

Affiliation

Department of Computer Sciences, Faculty of Computers and Information, Kafrelsheikh University, Egypt

Email

mahmoudossman348@gmail.com

City

-

Orcid

-

First Name

Mostafa

Last Name

Kamal

MiddleName

Gamal

Affiliation

Department of Computer Sciences, Faculty of Computers and Information, Kafrelsheikh University, Egypt

Email

mostafa.gamal_98@hotmail.com

City

-

Orcid

-

First Name

Marwan

Last Name

Aly

MiddleName

Atef

Affiliation

Department of Computer Sciences, Faculty of Computers and Information, Kafrelsheikh University, Egypt

Email

marwanatef717@gmail.com

City

-

Orcid

-

Volume

2

Article Issue

1

Related Issue

26932

Issue Date

2021-08-01

Receive Date

2020-09-12

Publish Date

2021-08-01

Page Start

1

Page End

7

Print ISSN

2537-0677

Online ISSN

2535-1478

Article File

KJIS_Volume 2_Issue 1_Pages 1-7.pdf

PDF . 321.9kB

Link

https://kjis.journals.ekb.eg/article_186799.html

Detail API

https://kjis.journals.ekb.eg/service?article_code=186799

Order

5

Type

Original Article

Type Code

462

Publication Type

Journal

Publication Title

Kafrelsheikh Journal of Information Sciences

Publication Link

https://kjis.journals.ekb.eg/

MainTitle

Heart Disease Detection using ML and ES (Smart Wearable Health Monitoring System)

Details

Type

Article

Created At

22 Jan 2023