Prediction of heart abnormality using MLP network

QR Code

Prediction of heart abnormality using MLP network

Heart abnormality does not choose gender, age and races when it strikes. With no warning signs or symptoms, it can result to a sudden death of the patient. Generally, heart's irregular electrical activity is defined as heart abnormality. Via implementation of Multilayer Perceptron (MLP) network...

Full description

Bibliographic Details
Published in:	AIP Conference Proceedings
Main Author:	Hashim F.R.; Januar Y.; Mat M.H.; Rizman Z.I.; Awang M.K.
Format:	Conference paper
Language:	English
Published:	American Institute of Physics Inc. 2018
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041928852&doi=10.1063%2f1.5022914&partnerID=40&md5=24934a090e063f2f71d6af3525534271

Similar Items

Cardiac abnormality prediction using HMLP network
by: Adnan J.; Ahmad K.A.; Mat M.H.; Rizman Z.I.; Ahmad S.
Published: (2018)

MLP-NARX Bitcoin Price Prediction Model Integrating System Identification Modelling Principles
by: Nasarudin M.N.F.; Yassin I.M.; Ali M.S.A.M.; Mahmood M.K.A.; Baharom R.; Rizman Z.I.
Published: (2022)

Electrocardiogram profiling of myocardial infarction history using MLP and HMLP networks
by: Gani F.S.A.; Nordin M.K.; Yassin A.I.M.; Ibrahim I.P.; Megat Ali M.S.A.
Published: (2019)

HeartInspect: Heart Disease Prediction of an Individual Using Naïve Bayes Algorithm
by: Sabri N.; Shari A.A.; Samah K.A.F.A.; Noordin M.R.M.; Shari A.S.; Mohd Ishak F.; Mustapha W.M.W.; Affendi M.F.A.N.R.
Published: (2023)

PSO-Optimized CoVID-19 MLP-NARX Mortality Prediction Model
by: Yassin I.M.; Zabidi A.; Ali M.S.A.M.; Baharom R.
Published: (2021)

Development of a machine learning model for predicting abnormalities of commercial airplanes
by: Passarella R.; Nurmaini S.; Rachmatullah M.N.; Veny H.; Nur Hafidzoh F.N.
Published: (2024)

Improving the Quality of Agarwood Oil by Using the Intelligent of Multilayer Perceptron (MLP) Network Training Algorithms
by: Mahabob N.Z.; Yusoff Z.M.; Ismail N.; Taib M.N.
Published: (2023)

Abnormal gastric cell segmentation based on shape using morphological operations
by: Khalid N.E.A.; Samsudin N.; Hashim R.
Published: (2012)

A Novel Application of MLP Networks in Classifying L Band Eco-Friendly Microwave Absorbers
by: Ahmad A.; Taib M.N.; Abdullah H.; Ismail N.; Yassin A.I.M.; Kasim L.M.; Noor N.M.; Kasim N.M.; Ismail N.A.
Published: (2024)

Feasibility of Multilayer Perceptron (MLP) Network to Correlate Air Quality Index (AQI) and COVID-19 Daily Cases
by: Abd Maruzuki M.I.F.; Tengku Zahidi T.S.A.; Khairudin K.; Osman M.S.; Jasmy N.F.; Abdul Hadi B.; Akbar M.S.; Saufie A.Z.U.; Fathullah M.; Nor Syamsudin D.S.; Mohd Nazeri N.B.
Published: (2023)

Classification of dyslexic and normal children during resting condition using KDE and MLP
by: Karim I.; Abdul W.; Kamaruddin N.
Published: (2013)

Multi-Layer Perceptron (MLP)-based Nonlinear Auto-Regressive with Exogenous Inputs (NARX) stock forecasting model
by: Yassin I.M.; Abdul Khalid M.F.; Herman S.H.; Pasya I.; Ab Wahab N.; Awang Z.
Published: (2017)

Investigation of Mel Frequency Cepstrum Coefficients parameters for classification of infant cries with hypothyroidism using MLP classifier
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2010)

Adaptive Neuro-Fuzzy Inference System for brain abnormality segmentation
by: Noor N.M.; Khalid N.E.A.; Hassan R.; Ibrahim S.; Yassin I.M.
Published: (2010)

Investigation of MFCC feature representation for classification of spoken letters using Multi-Layer Perceptrons (MLP)
by: Daud M.S.; Yassin I.M.; Zabidi A.; Johari M.A.; Salleh M.K.M.
Published: (2011)

A Comparative Study of Two Machine Learning Algorithms for Heart Disease Prediction System
by: Azizan W.A.H.W.; Rahim A.A.A.; Hassan S.L.M.; Halim I.S.A.; Abdullah N.E.
Published: (2021)

Convolutional Neural Network (CNN) based gait recognition system using Microsoft Kinect skeleton features
by: Guntor M.S.M.; Sahak R.; Zabidi A.; Tahir N.M.; Yassin I.M.; Rizman Z.I.; Baharom R.; Wahab N.A.
Published: (2018)

Lightweight Generative Adversarial Network Fundus Image Synthesis
by: Aziz N.A.; Sulaiman M.A.H.; Zabidi A.; Yassin I.M.; Ali M.S.A.M.; Rizman Z.I.
Published: (2022)

Students’ learning habit factors during COVID-19 pandemic using multilayer perceptron (MLP)
by: Mangshor N.N.A.; Ibrahim S.; Sabri N.; Kamaruddin S.A.
Published: (2021)

Heart Disease Detection using Iridology with ANN
by: Raju R.; Mokhtar N.S.; Yassin I.M.; Sangaran S.; Yasin S.N.S.; Ishak S.N.H.
Published: (2022)

Empowering decision-making in cardiovascular care: Exploratory data analysis and predictive models for heart attack risk
by: Khan M.R.B.; Islam G.M.N.; Ng P.K.; Zainuddin A.A.; Lean C.P.; Al-Fattah J.; Kamarudin S.I.
Published: (2024)

Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography
by: Kasim S.; Tang J.; Malek S.; Ibrahim K.S.; Shariff R.E.R.; Chima J.K.
Published: (2024)

Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography
by: Kasim, et al.
Published: (2024)

Dual-feature CNN-SVM method for breast mass tissue abnormality classification on digital mammography images adapted to breast density
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Karim N.K.A.; Osman M.K.
Published: (2023)

A framework of MRI fat suppressed imaging fusion system for femur abnormality analysis
by: Meng B.C.C.; Ngah U.K.; Khoo B.E.; Shuaib I.L.; Aziz M.E.
Published: (2015)

Comparison between cascade forward and multi-layer perceptron neural networks for NARX functional electrical stimulation (FES)-based muscle model
by: Yassin I.M.; Jailani R.; Ali M.S.A.M.; Baharom R.; Hassan A.H.A.; Rizman Z.I.
Published: (2017)

Characteristics of patients admitted with heart failure: Insights from the first Malaysian Heart Failure Registry
by: Wan Ahmad W.A.; Abdul Ghapar A.K.; Zainal Abidin H.A.; Karthikesan D.; Ross N.T.; S.K. Abdul Kader M.A.; Loch A.; Mahendran K.; Ramli A.W.; Ong T.K.; Mohd Amin N.H.; Lee C.Y.; Che Hassan H.H.; Zainal Abidin S.K.; Liew H.B.; Ho W.S.; Mohd Ghazi A.
Published: (2024)

Application of Orthogonal Least Square (OLS) for selection of Mel frequency cepstrum coefficients for classification of spoken letters using MLP classifier
by: Rozali M.F.; Yassin I.M.; Zabidi A.; Mansor W.; Tahir N.Md.
Published: (2011)

Dietary Patterns Associated with Abnormal Glucose Tolerance following Gestational Diabetes Mellitus: The MyNutritype Study
by: Hasbullah F.Y.; Mohd Yusof B.-N.; Shyam S.; Abdul Ghani R.; Mohamed Khir H.I.
Published: (2023)

Optimal feature selection for heart disease prediction using modified Artificial Bee colony (M-ABC) and K-nearest neighbors (KNN)
by: Khan, et al.
Published: (2024)

The Use of Heart Rate Measures to Evaluate Stress Levels among Air Traffic Controllers
by: Rahman S.M.B.A.; Saini M.H.; Jaafar S.A.I.; Mustafa A.
Published: (2025)

An Advanced Frequency Adaptive PLL for Grid Connected Inverters Under Abnormal Grid Conditions
by: Meraj S.T.; Yu S.S.; Hasan K.; Trinh H.; Shi P.
Published: (2023)

Characteristics of patients admitted with heart failure: Insights from the first Malaysian Heart Failure Registry
by: Ahmad, et al.
Published: (2023)

Use of a Neural Net to Model the Impact of Optical Coherence Tomography Abnormalities on Vision in Age-related Macular Degeneration
by: Aslam T.M.; Zaki H.R.; Mahmood S.; Ali Z.C.; Ahmad N.A.; Thorell M.R.; Balaskas K.
Published: (2018)

Developing Items for Measuring Illness Beliefs Among Heart Failure Patients: An Exploratory Factor Analysis Procedure
by: Ismail W.M.W.; Awang Z.; Idris I.; Majid N.
Published: (2024)

Skin Cancer Prediction Using Convolutional Neural Network
by: Bin Ahmad Jawahil Bokori S.A.; Mitani Y.
Published: (2024)

Remote Data Acquisition and Archival of Magnetic Data Acquisition System (MAGDAS)
by: Zabidi A.; Yassin I.M.; Jusoh M.H.; Rizman Z.I.
Published: (2017)

Exogenous leptin administration decreases sperm count and increases the fraction of abnormal sperm in adult rats
by: Haron M.N.; D'Souza U.J.A.; Jaafar H.; Zakaria R.; Singh H.J.
Published: (2010)

Optimization of learning algorithms in multilayer perceptron (MLP) for sheet resistance of reduced graphene oxide thin-film
by: Aminuddin N.A.B.; Ismail N.; Masrie M.; Badaruddin S.A.M.
Published: (2021)

Heart murmur diagnostic system (HMDS)
by: Salleh S.-H.; Tan T.-S.; Sh-Hussain H.; Ibrahim A.K.A.; Ismail K.; Noor A.; Oemar H.
Published: (2012)