Arrhythmia Classification Techniques Using Deep Neural Network

Arrhythmia Classification Techniques Using Deep Neural Network

Electrocardiogram (ECG) is the most common and low-cost diagnostic tool used in healthcare institutes for screening heart electrical signals. The abnormal heart signals are commonly known as arrhythmia. Cardiac arrhythmia can be dangerous, or in most cases, it can cause death. The arrhythmia can be...

Full description

Saved in:

Bibliographic Details
Main Authors:	Ali Haider Khan, Muzammil Hussain, Muhammad Kamran Malik
Format:	Article
Language:	English
Published:	Wiley 2021-01-01
Series:	Complexity
Online Access:	http://dx.doi.org/10.1155/2021/9919588
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Deep learning-assisted arrhythmia classification using 2-D ECG spectrograms
by: Pinjala N Malleswari, et al.
Published: (2024-12-01)

Classification of Melanoma Cancer Using Deep Convolutional Neural Networks
by: Emrah Dönmez, et al.
Published: (2024-12-01)

An improved electrocardiogram arrhythmia classification performance with feature optimization
by: Annisa Darmawahyuni, et al.
Published: (2024-12-01)

Classification of ECG signals using deep neural networks
by: Nadour Mohamed, et al.
Published: (2023-06-01)

Yogasana classification using Deep Neural Network: A Unique Approach
by: Rishi Raj, et al.
Published: (2025-02-01)

Hierarchical Classification of Variable Stars Using Deep Convolutional Neural Networks
by: Mahdi Abdollahi, et al.
Published: (2022-04-01)

Classification Algorithms in Automatic Diagnosis of ECG Arrhythmias: A Review
by: Haibo Sun, et al.
Published: (2024-01-01)

Severity Classification of Conjunctival Hyperaemia by Deep Neural Network Ensembles
by: Hiroki Masumoto, et al.
Published: (2019-01-01)

A python approach for prediction of physicochemical properties of anti-arrhythmia drugs using topological descriptors
by: Huiling Qin, et al.
Published: (2025-01-01)

Enhancing deep convolutional neural network models for orange quality classification using MobileNetV2 and data augmentation techniques
by: Phan Thi Huong, et al.
Published: (2025-01-01)

Classification of Invoice Images By Using Convolutional Neural Networks
by: Sait Ali Uymaz, et al.
Published: (2022-03-01)

Classification of Myopathy and Amyotrophic Lateral Sclerosis Electromyograms Using Bat Algorithm and Deep Neural Networks
by: A. Bakiya, et al.
Published: (2022-01-01)

Harmonic Classification with Enhancing Music Using Deep Learning Techniques
by: Wen Tang, et al.
Published: (2021-01-01)

Retracted: Classification of Myopathy and Amyotrophic Lateral Sclerosis Electromyograms Using Bat Algorithm and Deep Neural Networks
by: Behavioural Neurology
Published: (2023-01-01)

Node Classification on The Citation Network Using Graph Neural Network
by: Irani Hoeronis, et al.
Published: (2023-06-01)

Enhanced Fetal Arrhythmia Classification by Non-Invasive ECG Using Cross Domain Feature and Spatial Differences Windows Information
by: Gede Angga Pradipta, et al.
Published: (2025-01-01)

Advanced in Islanding Detection and Fault Classification for Grid-Connected Distributed Generation using Deep Learning Neural Network
by: Rusvaira Qatrunnada, et al.
Published: (2025-01-01)

Combination of gray level features with deep transfer learning for copra classification using machine learning and neural networks
by: A. Stephen Sagayaraj, et al.
Published: (2025-01-01)

A deep transfer learning based convolution neural network framework for air temperature classification using human clothing images
by: Maqsood Ahmed, et al.
Published: (2024-12-01)

Towards Transparent AI in Medicine: ECG-Based Arrhythmia Detection with Explainable Deep Learning
by: Oleksii Kovalchuk, et al.
Published: (2025-01-01)

Efficient Lane Detection Technique Based on Lightweight Attention Deep Neural Network
by: Zhiting Yao, et al.
Published: (2022-01-01)

Retraction Note: Multiclass skin lesion classification using deep learning networks optimal information fusion
by: Muhammad Attique Khan, et al.
Published: (2025-01-01)

RETRACTED ARTICLE: Multiclass skin lesion classification using deep learning networks optimal information fusion
by: Muhammad Attique Khan, et al.
Published: (2024-05-01)

Research on Image Recognition and Classification Algorithms in Cloud Computing Environment Based on Deep Neural Networks
by: Zheshu Jia
Published: (2025-01-01)

Classification of palm oil fruit ripeness based on AlexNet deep Convolutional Neural Network
by: Rudi Kurniawan, et al.
Published: (2025-01-01)

Multi-scale feature fusion of deep convolutional neural networks on cancerous tumor detection and classification using biomedical images
by: U. M. Prakash, et al.
Published: (2025-01-01)

Experiments on image data augmentation techniques for geological rock type classification with convolutional neural networks
by: Afshin Tatar, et al.
Published: (2025-01-01)

Detection and Classification of Sporadic E Using Convolutional Neural Networks
by: J. A. Ellis, et al.
Published: (2024-01-01)

Loan classification using a feed-forward neural network
by: U. I. Behunkou
Published: (2024-03-01)

Prediction of Future Terrorist Activities Using Deep Neural Networks
by: M. Irfan Uddin, et al.
Published: (2020-01-01)

Using the Cardiac–Electrophysiological Balance Index to Predict Arrhythmia Risk After Colonoscopy
by: Seyit Ali Volkan Polatkan, et al.
Published: (2024-12-01)

Real-Time Plant Health Detection Using Deep Convolutional Neural Networks
by: Mahnoor Khalid, et al.
Published: (2023-02-01)

Complexity of Deep Convolutional Neural Networks in Mobile Computing
by: Saad Naeem, et al.
Published: (2020-01-01)

Prediction and Classification of Financial Criteria of Management Control System in Manufactories Using Deep Interaction Neural Network (DINN) and Machine Learning
by: Amir Yousefpour, et al.
Published: (2022-01-01)

An Intelligent Ship Image/Video Detection and Classification Method with Improved Regressive Deep Convolutional Neural Network
by: Zhijian Huang, et al.
Published: (2020-01-01)

A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification
by: Qinghe Zheng, et al.
Published: (2020-01-01)

Classification of Beef, Goat, and Pork using GLCM Texture-Based Backpropagation Neural Network
by: Irma Saraswati, et al.
Published: (2024-11-01)

Rapid maize seed vigor classification using deep learning and hyperspectral imaging techniques
by: Papis Wongchaisuwat, et al.
Published: (2025-03-01)

Classification of Layers Using Artificial Neural Networks in the Province of Kurdistan (Iran)
by: Semko Arefpanah, et al.
Published: (2025-01-01)

Gender Classification Based on Iris Recognition Using Artificial Neural Networks
by: Basna Mohammed Salih, et al.
Published: (2021-05-01)