New hybrid deep learning approach using bigru-bilstm and multilayered dilated cnn to detect arrhythmia

QR Code

New hybrid deep learning approach using bigru-bilstm and multilayered dilated cnn to detect arrhythmia

Deep learning methods have shown early progress in analyzing complicated ECG signals, especially in heartbeat classification and arrhythmia detection. However, there is still a long way to go in terms of health-related data analysis. This research provides a duel structured and bidirectional Recurre...

Full description

Bibliographic Details
Main Authors:	Islam, Md Shofiqul, Islam, Md Nahidul, Noramiza, Hashim, Rashid, Mamunur, Bari, Bifta Sama, Al Farid, Fahmid
Format:	Article
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:	QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/34932/ http://umpir.ump.edu.my/id/eprint/34932/1/New%20hybrid%20deep%20learning%20approach%20using%20bigru-bilstm%20and%20multilayered%20dilated%20cnn%20to%20detect%20arrhythmia.pdf

Similar Items

A novel BiGRUBiLSTM model for Multilevel Sentiment Analysis Using Deep Neural Network with BiGRU-BiLSTM
by: Islam, Md Shofiqul, et al.
Published: (2021)

Multimodal hybrid deep learning approach to detect tomato leaf disease using attention based dilated convolution feature extractor with logistic regression classification
by: Md Shofiqul, Islam, et al.
Published: (2022)

Multimodal hybrid deep learning approach to detect tomato leaf disease using attention based dilated convolution feature extractor with logistic regression classiﬁcation
by: Islam, Md Shofiqul, et al.
Published: (2022)

HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN
by: Islam, Md Shofiqul, et al.
Published: (2023)

Classification of Heart Disease Using a Stacking Framework of BiGRU, BiLSTM, and XGBoost
by: Haldi, Budiman, et al.
Published: (2024)

A real-time approach of diagnosing rice leaf disease using deep learning-based faster R-CNN framework
by: Bari, Bifta Sama, et al.
Published: (2021)

Improving wheat leaf disease classification : Evaluating augmentation strategies and CNN-Based models with limited dataset
by: Ramadan, Syed Taha Yeasin, et al.
Published: (2024)

Poverty Classification in Indonesia Using BiGRU, BPNN, and Stacking AdaBoost Frameworks
by: Khalisha, Ariyani, et al.
Published: (2024)

Diabetes Classification Using a Framework Stacking of BiLSTM, Logistic Regression, and XGBoost
by: M. Rezqy, Noor Ridha, et al.
Published: (2024)

Leaf disease detection in plant care using CNN architecture: AlexNet and ResNet-50 models
by: Ajra, Husnul, et al.
Published: (2024)

Lung Cancer Classification Using Stacking Framework of BiLSTM, Logistic Regression, and XGBoost
by: Muhammad Nikho, Dwi Putra, et al.
Published: (2025)

Simulating Dynamic Time Dilation in Relativistic Virtual Environment
by: Abbas Saliimi, Lokman, et al.
Published: (2016)

New hybrid deep learning method to recognize human action from video
by: Md Shofiqul, Islam, et al.
Published: (2021)

Weed recognition based on erosion and dilation segmentation algorithm
by: S., Sulaiman, et al.
Published: (2009)

A review on recent advances in deep learning for sentiment analysis: Performances, challenges and limitations
by: Islam, Md Shofiqul, et al.
Published: (2020)

A Critical Review of General Method and Game-based Method in Learning Time Dilation
by: Lok, Leh Leong, et al.
Published: (2015)

Traffic Sign Board Recognition and Voice Alert System using CNN
by: Yogesh, C.M., et al.
Published: (2024)

Handwritten character recognition using convolutional neural network
by: Khandokar, I., et al.
Published: (2021)

Face recognition using faster R-CNN with inception-V2 architecture for CCTV camera
by: Halawa, Lavin J., et al.
Published: (2019)

Use Word Cloud Image Of Web Page Text Content On Convolutional Neural Network (CNN) For Classification Of Web Pages
by: Siti Hawa, Apandi, et al.
Published: (2024)

HARC-New Hybrid Method with Hierarchical Attention Based Bidirectional Recurrent Neural Network with Dilated Convolutional Neural Network to Recognize Multilabel Emotions from Text
by: Islam, Md Shofiqul, et al.
Published: (2021)

Using cascade CNN-LSTM-FCNs to identify AI-altered video based on eye state sequence
by: Muhammad Salihin, Saealal, et al.
Published: (2022)

A Convolutional Neural Network (CNN) Classification Model for Web Page: A Tool for Improving Web Page Category Detection Accuracy
by: Siti Hawa, Apandi, et al.
Published: (2023)

Self-organizing map and multilayer perceptron for malay speech recognition
by: Goh, Kia Eng
Published: (2006)

Web page classification using convolutional neural network (CNN) towards eliminating internet addiction
by: Siti Hawa, Apandi, et al.
Published: (2021)

Comparative Analysis of Pneumonia Detection from Chest X-Ray Images Using CNN And Transfer Learning
by: Naveen Kumar, M., et al.
Published: (2024)

A hybrid deep CNN model for fast class-incremental food classification / Aymen Taher Ahmed al-Ashwal
by: Aymen Taher , Ahmed al-Ashwal
Published: (2019)

Comparison of ELM, LSTM, and CNN Models in Breast Cancer Classification
by: Silvia, Ratna, et al.
Published: (2024)

The prediction of undergraduate student performance in chemistry course using multilayer perceptron
by: Che Akmal, Che Yahaya, et al.
Published: (2020)

An automated signature generation method for zero-day polymorphic worms based on multilayer perceptron model
by: Mohammed, Mohssen M. Z. E., et al.
Published: (2013)

Investigation and analysis of crack detection using UAV and CNN: A case study of Hospital Raja Permaisuri Bainun
by: Goh, Wei Sheng, et al.
Published: (2023)

An improved multilayer perceptron based on wavelet approach for physical time series prediction
by: Ali, Ashikin
Published: (2014)

Hearing disorder detection using auditory evoked potential (AEP) signals
by: Islam, Md Nahidul, et al.
Published: (2020)

A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline
by: Islam, Md Nahidul, et al.
Published: (2022)

Auditory Evoked Potential (AEP) Based Brain-Computer Interface (BCI) Technology: A Short Review
by: Islam, Md Nahidul, et al.
Published: (2021)

ReSTiNet : On improving the performance of Tiny-YOLO-Based CNN architecture for applications in human detection
by: Sumit, Shahriar Shakir, et al.
Published: (2022)

An efficient algorithm for cardiac arrhythmia classification using ensemble of depthwise Separable convolutional neural networks
by: Ihsanto, Eko, et al.
Published: (2020)

Animal Detection for Crop Protection Using Deep Learning: Insights from YOLO V3, R-CNN, Random Forest
by: G., Ramya, et al.
Published: (2025)

Spotting events in football videos with a combination of two-stream convolutional neural network and dilated recurrent neural network / Behzad Mahaseni
by: Behzad , Mahaseni
Published: (2021)

Classification of COVID-19 symptoms using multilayer perceptron
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)

Cannot write session to /tmp/vufind_sessions/sess_j6dvke2ajmoq8pchama0r9noai