Heart abnormality activity detection using multilayer perceptron (MLP) network

J Adnan, NG Daud, S Ahmad, MH Mat… - AIP Conference …, 2018 - pubs.aip.org
Heart abnormality refers to the irregular electrical activity of the heart. Heart abnormality
sometimes does not show any symptom and it is not sensible which may lead to sudden …

Tansig activation function (of MLP network) for cardiac abnormality detection

J Adnan, NGN Daud, MT Ishak, ZI Rizman… - AIP Conference …, 2018 - pubs.aip.org
Heart abnormality often occurs regardless of gender, age and races. This problem
sometimes does not show any symptoms and it can cause a sudden death to the patient. In …

Smart ECG Biosensor Design with an Improved ANN Performance Based on the Taguchi Optimizer

L Sidhom, I Chihi, M Barhoumi, N Ben Afia… - Bioengineering, 2022 - mdpi.com
This paper aims to design a smart biosensor to predict electrocardiogram (ECG) signals in a
specific auscultation site from other ECG signals measured from other measurement sites …

MLP based Tan-sigmoid activation function for cardiac activity monitoring

HF Ridzuan, A Ja'afar, AK Amali… - MATEC Web of …, 2019 - matec-conferences.org
Cardiac abnormalities can occur to everyone, irrespective of race, age or gender. However,
family history gives a clear signal of the probable probability of heart failure in the heart …

The Activity Activation Function Of Multilayer Perceptron-Based Cardiac Abnormalities: The Activity Activation Function Of Multilayer Perceptron-Based Cardiac …

MS Simanjuntak, W Wanayumini, R Rosnelly… - Jurnal …, 2020 - ejournal.iocscience.org
Cardiac disorders refer to irregular activity at the heart. Cardiac abnormalities sometimes do
not exhibit any and unreasonable symptoms that can lead to sudden death due to heart …

Prediction of heart abnormality using MLP network

FR Hashim, Y Januar, MH Mat, ZI Rizman… - AIP Conference …, 2018 - pubs.aip.org
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 …

Cardiac abnormality prediction using HMLP network

J Adnan, KA Ahmad, MH Mat, ZI Rizman… - AIP Conference …, 2018 - pubs.aip.org
Cardiac abnormality often occurs regardless of gender, age and races but depends on the
lifestyle. This problem sometimes does not show any symptoms and usually detected once it …