ECG arrhythmia classification using a 2-D convolutional neural network

18 April 2018

Papers citing "ECG arrhythmia classification using a 2-D convolutional neural network"

23 / 23 papers shown

Title
Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models Andrei Apostol Maria Nutu 91 1 0 25 Feb 2025
ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis Xu Wang Jiaju Kang Puyu Han Yubao Zhao Qian Liu Liwenfei He Lingqiong Zhang Lingyun Dai Yongcheng Wang Jie Tao LM&MA 173 1 0 16 Feb 2025
rECGnition_v1.0: Arrhythmia detection using cardiologist-inspired multi-modal architecture incorporating demographic attributes in ECG Shreya Srivastava Durgesh Kumar Jatin Bedi Sandeep Seth Deepak Sharma 25 0 0 09 Oct 2024
Non-linear Analysis Based ECG Classification of Cardiovascular Disorders Suraj Kumar Behera Debanjali Bhattacharya Ninad Aithal Neelam Sinha 56 0 0 02 Aug 2024
Remembering Everything Makes You Vulnerable: A Limelight on Machine Unlearning for Personalized Healthcare Sector Ahan Chatterjee Sai Anirudh Aryasomayajula Rajat Chaudhari Subhajit Paul Vishwa Mohan Singh AAML 58 0 0 05 Jul 2024
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram Yeongyeon Na Minje Park Yunwon Tae S. Joo 81 31 0 02 Feb 2024
Optimizing Neural Network Scale for ECG Classification ByeongTak Lee Yong-Yeon Jo Joon-Myoung Kwon 107 1 0 24 Aug 2023
Machine learning-based detection of cardiovascular disease using ECG signals: performance vs. complexity H. Pham K. Egorov Alexey Kazakov S. Budennyy 55 9 0 10 Mar 2023
Synthetic ECG Signal Generation using Probabilistic Diffusion Models Edmond Adib Amanda Fernandez Fatemeh Afghah John J. Prevost DiffM 106 43 0 04 Mar 2023
Two-stream Network for ECG Signal Classification Xinyao Hou Sheng-Lin Qin Jianbo Su 23 1 0 05 Oct 2022
ECG beat classification using machine learning and pre-trained convolutional neural networks N. Gai 30 5 0 14 Jun 2022
Analysis of Augmentations for Contrastive ECG Representation Learning S. Soltanieh Ali Etemad J. Hashemi SSL 57 19 0 30 May 2022
Convolutional Dynamic Alignment Networks for Interpretable Classifications Christian Stewart Mario Fritz Bernt Schiele 31 57 0 31 Mar 2021
Deep Learning for Medical Anomaly Detection -- A Survey Tharindu Fernando Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes OOD 70 282 0 04 Dec 2020
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM Jiacheng Wang Weiheng Li 28 18 0 12 Nov 2020
A deep-learning classifier for cardiac arrhythmias C. S. Carvalho 20 2 0 11 Nov 2020
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems Zhenge Jia Zhepeng Wang Feng Hong Lichuan Ping Yiyu Shi Jiaxi Hu 59 17 0 18 Aug 2020
Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation Amin Ullah Syed Muhammad Anwar Muhammad Bilal Raja Majid Mehmood 64 172 0 14 May 2020
HAN-ECG: An Interpretable Atrial Fibrillation Detection Model Using Hierarchical Attention Networks Sajad Mousavi Fatemeh Afghah U. Rajendra 55 96 0 12 Feb 2020
Unsupervised non-parametric change point detection in quasi-periodic signals N. Shvetsov N. Buzun Dmitry V. Dylov 79 10 0 07 Feb 2020
Detection of Myocardial Infarction Based on Novel Deep Transfer Learning Methods for Urban Healthcare in Smart Cities A. Alghamdi Mohamed Hammad H. Ugail Asmaa Abdel-Raheem Khan Muhammad Hany S. Khalifa A. A. Abd El-Latif 30 117 0 22 Jun 2019
Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks Meryll Dindin Yuhei Umeda Frédéric Chazal 29 47 0 13 Jun 2019
LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices Saeed Saadatnejad M. Oveisi Matin Hashemi 45 301 0 12 Dec 2018