Search results for "ecg"

Hits ?▲	Authors	Title	Venue	Year	Link
9	V. B. K. L. Aruna, Chitra Ekambaram, Mididoddi Padmaja	Accelerating deep convolutional neural network on FPGA for ECG signal classification.	Microprocess. Microsystems	2023	DBLP DOI BibTeX RDF
9	Allam Jaya Prakash, Kiran Kumar Patro, Saunak Samantray, Pawel Plawiak, Mohamed Hammad	A Deep Learning Technique for Biometric Authentication Using ECG Beat Template Matching.	Inf.	2023	DBLP DOI BibTeX RDF
9	Junartho Halomoan, Kalamullah Ramli, Dodi Sudiana, Teddy Surya Gunawan, Muhammad Salman	ECG-Based Driving Fatigue Detection Using Heart Rate Variability Analysis with Mutual Information.	Inf.	2023	DBLP DOI BibTeX RDF
9	Junartho Halomoan, Kalamullah Ramli, Dodi Sudiana, Teddy Surya Gunawan, Muhammad Salman	A New ECG Data Processing Approach to Developing an Accurate Driving Fatigue Detection Framework with Heart Rate Variability Analysis and Ensemble Learning.	Inf.	2023	DBLP DOI BibTeX RDF
9	Khaled M. Abdelgaber, Mostafa Salah, Osama A. Omer, Ahmed E. A. Farghal, Ahmed S. Mubarak	Subject-Independent per Beat PPG to Single-Lead ECG Mapping.	Inf.	2023	DBLP DOI BibTeX RDF
9	Eedara Prabhakararao, Samarendra Dandapat	Congestive Heart Failure Detection From ECG Signals Using Deep Residual Neural Network.	IEEE Trans. Syst. Man Cybern. Syst.	2023	DBLP DOI BibTeX RDF
9	Rongguo Yan, Jie Wang, Jiahui Wang, Hongran Shao, Xuchen Fang	ECG R-Wave Detection and Its Application in Left Ventricular Assist Device.	J. Circuits Syst. Comput.	2023	DBLP DOI BibTeX RDF
9	Lotfi Mhamdi, Oussama Dammak, François Cottin, Imed Ben Dhaou	Deep learning for COVID-19 contamination analysis and prediction using ECG images on Raspberry Pi 4.	Int. J. Imaging Syst. Technol.	2023	DBLP DOI BibTeX RDF
9	Kanisorn Watcharapongvinit, Intouch Yongpanich, Woradorn Wattanapanitch	Design of a Low-Power Ground-Free Analog Front End for ECG Acquisition.	IEEE Trans. Biomed. Circuits Syst.	2023	DBLP DOI BibTeX RDF
9	Sumit Diware, Sudeshna Dash, Anteneh Gebregiorgis, Rajiv V. Joshi, Christos Strydis, Said Hamdioui, Rajendra Bishnoi	Severity-Based Hierarchical ECG Classification Using Neural Networks.	IEEE Trans. Biomed. Circuits Syst.	2023	DBLP DOI BibTeX RDF
9	Tata Balaji, N. Jaya, G. Venkata Hari Prasad	ECG Signal Analysis Using Convolution Neural Networks to avoid Uncertainty in Classification.	J. Uncertain Syst.	2023	DBLP DOI BibTeX RDF
9	Yanhan Zeng, Zhixian Li, Weijian Chen 0003, Wei Zhou, Yuchen Bao, Yongsen Chen, Yongfu Li 0002	A 672-nW, 670-nVrms ECG Acquisition AFE With Noise-Tolerant Heartbeat Detector.	IEEE Open J. Circuits Syst.	2023	DBLP DOI BibTeX RDF
9	Wentao Han, Qi Yu 0002, Kejun Wu, Zhong Zhang 0002, Jing Li 0022, Ning Ning 0002	A programmable analog front-end with independent biasing technique for ECG signal acquisition.	Microelectron. J.	2023	DBLP DOI BibTeX RDF
9	Chen Zhang, Jian Li, Pengfei Guo, Qiuping Li, Xing Zhang, Xin'an Wang	A configurable hardware-efficient ECG classification inference engine based on CNN for mobile healthcare applications.	Microelectron. J.	2023	DBLP DOI BibTeX RDF
9	Yu Huang 0018, Gary G. Yen, Vincent S. Tseng	Snippet Policy Network for Multi-Class Varied-Length ECG Early Classification.	IEEE Trans. Knowl. Data Eng.	2023	DBLP DOI BibTeX RDF
9	Tsai-Min Chen, Yuan-Hong Tsai, Huan-Hsin Tseng, Kai-Chun Liu, Jhih-Yu Chen, Chih-Han Huang, Guo-Yuan Li, Chun-Yen Shen, Yu Tsao 0001	SRECG: ECG Signal Super-Resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias Classification.	IEEE Trans. Consumer Electron.	2023	DBLP DOI BibTeX RDF
9	Theogene Habineza, Antônio H. Ribeiro, Daniel Gedon, Joachim A. Behar, Antônio Luiz Pinho Ribeiro, Thomas B. Schön	End-to-end Risk Prediction of Atrial Fibrillation from the 12-Lead ECG by Deep Neural Networks.	CoRR	2023	DBLP DOI BibTeX RDF
9	Kleanthis Avramidis, Dominika Kunc, Bartosz Perz, Kranti Adsul, Tiantian Feng, Przemyslaw Kazienko, Stanislaw Saganowski, Shrikanth Narayanan	Scaling Representation Learning from Ubiquitous ECG with State-Space Models.	CoRR	2023	DBLP DOI BibTeX RDF
9	Sumukh Vasisht Shankar, Evangelos K. Oikonomou, Rohan Khera	CarDS-Plus ECG Platform: Development and Feasibility Evaluation of a Multiplatform Artificial Intelligence Toolkit for Portable and Wearable Device Electrocardiograms.	CoRR	2023	DBLP DOI BibTeX RDF
9	Cuong V. Nguyen, Hieu Minh Duong, Cuong D. Do	MELEP: A Novel Predictive Measure of Transferability in Multi-Label ECG Analysis.	CoRR	2023	DBLP DOI BibTeX RDF
9	Ildar Rakhmatulin	RaspberryPi to measure EEG, ECG, EMG and EOG with Shield PiEEG.	CoRR	2023	DBLP DOI BibTeX RDF
9	Patrick Wagner 0002, Temesgen Mehari, Wilhelm Haverkamp, Nils Strodthoff	Explaining Deep Learning for ECG Analysis: Building Blocks for Auditing and Knowledge Discovery.	CoRR	2023	DBLP DOI BibTeX RDF
9	Zhicheng Guo, Cheng Ding, Duc H. Do, Amit Shah, Randall J. Lee, Xiao Hu 0002, Cynthia Rudin	SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection.	CoRR	2023	DBLP DOI BibTeX RDF
9	Andre Dourson, Roberto Santilli, Federica Marchesotti, Jennifer Schneiderman, Oliver Roman Stiel, Fernando Junior, Michael Fitzke, Norbert Sithirangathan, Emil Walleser, Xiaoli Qiao, Mark Parkinson	PulseNet: Deep Learning ECG-signal classification using random augmentation policy and continous wavelet transform for canines.	CoRR	2023	DBLP DOI BibTeX RDF
9	Asim Yousuf, Rehan Hafiz, Saqib Riaz, Muhammad Farooq, Kashif Riaz, Muhammad Mahboob Ur Rahman	Myocardial Infarction Detection from ECG: A Gramian Angular Field-based 2D-CNN Approach.	CoRR	2023	DBLP DOI BibTeX RDF
9	Hannah J. Smith, Blanca Rodríguez, Yuling Sang, Marcel Beetz, Robin Choudhury, Vicente Grau, Abhirup Banerjee	Anatomical basis of sex differences in human post-myocardial infarction ECG phenotypes identified by novel automated torso-cardiac 3D reconstruction.	CoRR	2023	DBLP DOI BibTeX RDF
9	Jun Li, Che Liu, Sibo Cheng, Rossella Arcucci, Shenda Hong	Frozen Language Model Helps ECG Zero-Shot Learning.	CoRR	2023	DBLP DOI BibTeX RDF
9	Özgün Turgut, Philip Müller, Paul Hager, Suprosanna Shit, Sophie Starck, Martin J. Menten, Eimo Martens, Daniel Rueckert	Unlocking the Diagnostic Potential of ECG through Knowledge Transfer from Cardiac MRI.	CoRR	2023	DBLP DOI BibTeX RDF
9	Zeynab Samandari, Seyyedeh Fatemeh Molaeezadeh	Towards Bloodless Potassium Measurement from ECG using Neuro-Fuzzy Systems.	CoRR	2023	DBLP DOI BibTeX RDF
9	Zeynep Hilal Kilimci, Mustafa Yalcin, Ayhan Kucukmanisa, Amit Kumar Mishra	Heart Disease Detection using Vision-Based Transformer Models from ECG Images.	CoRR	2023	DBLP DOI BibTeX RDF
9	Hongxiang Gao, Xingyao Wang 0001, Zhenghua Chen, Min Wu 0008, Jianqing Li 0002, Chengyu Liu 0001	ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning.	CoRR	2023	DBLP DOI BibTeX RDF
9	Temesgen Mehari, Nils Strodthoff	Towards quantitative precision for ECG analysis: Leveraging state space models, self-supervision and patient metadata.	CoRR	2023	DBLP DOI BibTeX RDF
9	Guoxin Wang, Qingyuan Wang 0002, Ganesh Neelakanta Iyer, Avishek Nag, Deepu John	Unsupervised Pre-Training Using Masked Autoencoders for ECG Analysis.	CoRR	2023	DBLP DOI BibTeX RDF
9	Sahar Soltanieh, Javad Hashemi, Ali Etemad	In-Distribution and Out-of-Distribution Self-supervised ECG Representation Learning for Arrhythmia Detection.	CoRR	2023	DBLP DOI BibTeX RDF
9	Thomas Grandits, Jan Verhülsdonk, Gundolf Haase, Alexander Effland, Simone Pezzuto	Digital twinning of cardiac electrophysiology models from the surface ECG: a geodesic backpropagation approach.	CoRR	2023	DBLP DOI BibTeX RDF
9	Juan Miguel Lopez Alcaraz, Nils Strodthoff	Diffusion-based Conditional ECG Generation with Structured State Space Models.	CoRR	2023	DBLP DOI BibTeX RDF
9	Tue Minh Cao, Nhat Hong Tran, Phi Le Nguyen, Hieu H. Pham	Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata.	CoRR	2023	DBLP DOI BibTeX RDF
9	Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel	DiffECG: A Generalized Probabilistic Diffusion Model for ECG Signals Synthesis.	CoRR	2023	DBLP DOI BibTeX RDF
9	Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady	Subject-based Non-contrastive Self-Supervised Learning for ECG Signal Processing.	CoRR	2023	DBLP DOI BibTeX RDF
9	Kamyar Zeinalipour, Marco Gori	Graph Neural Networks for Topological Feature Extraction in ECG Classification.	CoRR	2023	DBLP DOI BibTeX RDF
9	Jialin Liu 0006, Ning Miao, Chongzhou Fang, Houman Homayoun, Han Wang	Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification.	CoRR	2023	DBLP DOI BibTeX RDF
9	Theresa Bender, Philip Gemke, Ennio Idrobo-Ávila, Henning Dathe, Dagmar Krefting, Nicolai Spicher	Benchmarking the Impact of Noise on Deep Learning-based Classification of Atrial Fibrillation in 12-Lead ECG.	CoRR	2023	DBLP DOI BibTeX RDF
9	Viktor van der Valk, Douwe Atsma, Roderick Scherptong, Marius Staring	Joint optimization of a β-VAE for ECG task-specific feature extraction.	CoRR	2023	DBLP DOI BibTeX RDF
9	Khuong Vo, Mostafa El-Khamy, Yoojin Choi	PPG to ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling.	CoRR	2023	DBLP DOI BibTeX RDF
9	Gabriel Ott, Yannik Schaubelt, Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff	Uncovering ECG Changes during Healthy Aging using Explainable AI.	CoRR	2023	DBLP DOI BibTeX RDF
9	Youssef Elmir, Yassine Himeur, Abbes Amira	ECG classification using Deep CNN and Gramian Angular Field.	CoRR	2023	DBLP DOI BibTeX RDF
9	Jielin Qiu, Jiacheng Zhu, Shiqi Liu, William Han, Jingqi Zhang, Chaojing Duan, Michael A. Rosenberg, Emerson Liu, Douglas Weber, Ding Zhao	Converting ECG Signals to Images for Efficient Image-text Retrieval via Encoding.	CoRR	2023	DBLP DOI BibTeX RDF
9	Kshama Kodthalu Shivashankara, Deepanshi 0002, Afagh Mehri Shervedani, Gari D. Clifford, Matthew A. Reyna, Reza Sameni	ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization.	CoRR	2023	DBLP DOI BibTeX RDF
9	Zhuo He, Hongjin Si, Xinwei Zhang, Qinghui Chen, Jiangang Zou, Weihua Zhou	A new method using deep transfer learning on ECG to predict the response to cardiac resynchronization therapy.	CoRR	2023	DBLP DOI BibTeX RDF
9	Jungwoo Oh, Seongsu Bae, Gyubok Lee, Joon-Myoung Kwon, Edward Choi	ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.	CoRR	2023	DBLP DOI BibTeX RDF
9	Alexander Jenkins, Zehua Chen, Fu Siong Ng, Danilo P. Mandic	Improving Diffusion Models for ECG Imputation with an Augmented Template Prior.	CoRR	2023	DBLP DOI BibTeX RDF
9	Renjie Cheng, Zhemin Zhuang, Shuxin Zhuang, Lei Xie, Jingfeng Guo	MSW-Transformer: Multi-Scale Shifted Windows Transformer Networks for 12-Lead ECG Classification.	CoRR	2023	DBLP DOI BibTeX RDF
9	Edmond Adib, Amanda S. Fernandez, Fatemeh Afghah, John Jeff Prevost	Synthetic ECG Signal Generation using Probabilistic Diffusion Models.	CoRR	2023	DBLP DOI BibTeX RDF
9	Ahsan Mehmood, Asma Sarauji, Muhammad Mahboob Ur Rahman, Tareq Y. Al-Naffouri	Your smartphone could act as a pulse-oximeter and as a single-lead ECG.	CoRR	2023	DBLP DOI BibTeX RDF
9	Md. Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana, Shahadat Uddin, Pietro Liò, Julian M. W. Quinn, Mohammad Ali Moni	HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN.	CoRR	2023	DBLP DOI BibTeX RDF
9	Amir Salimi, Sunil Vasu Kalmady, Abram Hindle, Osmar Zaïane, Padma Kaul	Exploring Best Practices for ECG Signal Processing in Machine Learning.	CoRR	2023	DBLP DOI BibTeX RDF
9	Ankur Samanta, Mark Karlov, Meghna Ravikumar, Christian McIntosh Clarke, Jayakumar Rajadas, Kaveh Hassani	MVMTnet: A Multi-variate Multi-modal Transformer for Multi-class Classification of Cardiac Irregularities Using ECG Waveforms and Clinical Notes.	CoRR	2023	DBLP DOI BibTeX RDF
9	Md. Niaz Imtiaz, Naimul Khan 0001	Cross-Database and Cross-Channel ECG Arrhythmia Heartbeat Classification Based on Unsupervised Domain Adaptation.	CoRR	2023	DBLP DOI BibTeX RDF
9	Péter Pósfay, Marcell T. Kurbucz, Péter Kovács, Antal Jakovác	Learning ECG signal features without backpropagation.	CoRR	2023	DBLP DOI BibTeX RDF
9	Parshuram N. Aarotale, Ajita Rattani	Deep Learning Models for Arrhythmia Classification Using Stacked Time-frequency Scalogram Images from ECG Signals.	CoRR	2023	DBLP DOI BibTeX RDF
9	Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald A. Adjeroh, Ngan Le	TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network.	CoRR	2023	DBLP DOI BibTeX RDF
9	Max Bagga, Hyunbae Jeon, Alex Issokson	ECGNet: A generative adversarial network (GAN) approach to the synthesis of 12-lead ECG signals from single lead inputs.	CoRR	2023	DBLP DOI BibTeX RDF
9	Giacomo Verardo, Magnus Boman, Samuel Bruchfeld, Marco Chiesa, Sabine Koch, Gerald Q. Maguire Jr., Dejan Kostic	FMM-Head: Enhancing Autoencoder-based ECG anomaly detection with prior knowledge.	CoRR	2023	DBLP DOI BibTeX RDF
9	Mohammadreza Shahsavari, Niloufar Delfan, Mohamad Forouzanfar	Localizing the Origin of Idiopathic Ventricular Arrhythmia from ECG Using an Attention-Based Recurrent Convolutional Neural Network.	CoRR	2023	DBLP DOI BibTeX RDF
9	Kai Chieh Chang, Mark Hasegawa-Johnson, Nancy L. McElwain, Bashima Islam	Classification of Infant Sleep/Wake States: Cross-Attention among Large Scale Pretrained Transformer Networks using Audio, ECG, and IMU Data.	CoRR	2023	DBLP DOI BibTeX RDF
9	S. Anas Ali, M. Saqib Niaz, Mubashir Rehman, Ahsan Mehmood, Muhammad Mahboob Ur Rahman, Kashif Riaz	Vascular Ageing and Smoking Habit Prediction via a Low-Cost Single-Lead ECG Module.	CoRR	2023	DBLP DOI BibTeX RDF
9	Tue Minh Cao, Nhat Hong Tran, Phi-Le Nguyen, Hieu Huy Pham, Hung Thanh Nguyen	IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitation mechanism in ECG analysis.	CoRR	2023	DBLP DOI BibTeX RDF
9	Debaditya Shome, Pritam Sarkar, Ali Etemad	Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation.	CoRR	2023	DBLP DOI BibTeX RDF
9	Aristotelis Ballas, Christos Diou	Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks.	CoRR	2023	DBLP DOI BibTeX RDF
9	Huy Pham, Konstantin Egorov, Alexey Kazakov, Semen A. Budennyy	Machine learning-based detection of cardiovascular disease using ECG signals: performance vs. complexity.	CoRR	2023	DBLP DOI BibTeX RDF
9	Hyunseung Chung, Jiho Kim, Joon-Myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi	Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical Text Reports.	CoRR	2023	DBLP DOI BibTeX RDF
9	Temesgen Mehari, Ashish Sundar, Alen Bosnjakovic, Peter M. Harris, Steven E. Williams, Axel Loewe, Olaf Dössel, Claudia Nagel, Nils Strodthoff, Philip J. Aston	ECG Feature Importance Rankings: Cardiologists vs. Algorithms.	CoRR	2023	DBLP DOI BibTeX RDF
9	Aryan Odugoudar, Jaskaran Singh Walia	ECG Classification System for Arrhythmia Detection Using Convolutional Neural Networks.	CoRR	2023	DBLP DOI BibTeX RDF
9	Mehran Pourvahab, Seyed Jalaleddin Mousavirad, Virginie Felizardo, Nuno Pombo, Henriques Zacarias, Hamzeh Mohammadigheymasi, Sebastião Pais, Seyed Nooreddin Jafari, Nuno M. Garcia	A Cluster-Based Opposition Differential Evolution Algorithm Boosted by a Local Search for ECG Signal Classification.	CoRR	2023	DBLP DOI BibTeX RDF
9	Amnon Bleich, Antje Linnemann, Benjamin Jaidi, Björn H. Diem, Tim O. F. Conrad	Enhancing ECG Analysis of Implantable Cardiac Monitor Data: An Efficient Pipeline for Multi-Label Classification.	CoRR	2023	DBLP DOI BibTeX RDF
9	Zibin Zhao	Transforming ECG Diagnosis: An In-depth Review of Transformer-based DeepLearning Models in Cardiovascular Disease Detection.	CoRR	2023	DBLP DOI BibTeX RDF
9	Taminul Islam, Arindom Kundu, Tanzim Ahmed, Nazmul Islam Khan	Analysis of Arrhythmia Classification on ECG Dataset.	CoRR	2023	DBLP DOI BibTeX RDF
9	Caterina Fuster-Barceló, Carmen Camara, Pedro Peris-López	Unleashing the Power of Electrocardiograms: A novel approach for Patient Identification in Healthcare Systems with ECG Signals.	CoRR	2023	DBLP DOI BibTeX RDF
9	Aram Avetisyan, Shahane Tigranyan, Ariana Asatryan, Olga Mashkova, Sergey Skorik, Vladislav Ananev, Yury Markin	Deep Neural Networks Generalization and Fine-Tuning for 12-lead ECG Classification.	CoRR	2023	DBLP DOI BibTeX RDF
9	Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon	Optimizing Neural Network Scale for ECG Classification.	CoRR	2023	DBLP DOI BibTeX RDF
9	Djamel Fawzi Hadj Sadok, Daniele Wanderley Brooman, Andrea Maria Nogueira Cavalcanti Ribeiro, Jacinaldo Balbino de Medeiros Junior, Judith Kelner, José Henrique Silva Moura	WeECG: a low-cost real-time wireless ECG for new born monitoring with error concealment.	Int. J. Ad Hoc Ubiquitous Comput.	2023	DBLP DOI BibTeX RDF
9	Andrea Petroni, Francesca Cuomo, Gaetano Scarano, Pietro Francia, Marcello Pediconi, Stefania Colonnese	MUSE: MUlti-lead Sub-beat ECG for remote AI based atrial fibrillation detection.	J. Netw. Comput. Appl.	2023	DBLP DOI BibTeX RDF
9	Oznur Ozaltin, Ozgur Yeniay	A novel proposed CNN-SVM architecture for ECG scalograms classification.	Soft Comput.	2023	DBLP DOI BibTeX RDF
9	A. N. Sanjeev Kumar, B. Ramesh Naik	Bilateral hashing model of ECG signal encryption system using downhill peak follow (DPF)-based encryption technique.	Soft Comput.	2023	DBLP DOI BibTeX RDF
9	Karthikeyan Ramasamy, Kiruthika Balakrishnan, Durgadevi Velusamy	Classification of inter-patient's cardiac arrhythmias in ECG signals with enhanced Jaya optimized TQWT parameters and stacked ensemble algorithm.	Soft Comput.	2023	DBLP DOI BibTeX RDF
9	Smitha Bandi, V. B. S. Srilatha Indira Dutt	Single-channel fetal ECG extraction method based on extended Kalman filtering with singular value decomposition algorithm.	Soft Comput.	2023	DBLP DOI BibTeX RDF
9	Fuad Ali Mohammed Al-Yarimi	Arrhythmia Prediction on Optimal Features Obtained from the ECG as Images.	Comput. Syst. Sci. Eng.	2023	DBLP DOI BibTeX RDF
9	Ishani Mishra, Sanjay Jain, Vivek Maik	Secured ECG Signal Transmission Using Optimized EGC with Chaotic Neural Network in WBSN.	Comput. Syst. Sci. Eng.	2023	DBLP DOI BibTeX RDF
9	Yu-Hsuan Jamie Chen, Chin-Sheng Lin, Chin Lin, Dung-Jang Tsai, Wen-Hui Fang, Chia-Cheng Lee, Chih-Hung Wang, Sy-Jou Chen	An AI-Enabled Dynamic Risk Stratification for Emergency Department Patients with ECG and CXR Integration.	J. Medical Syst.	2023	DBLP DOI BibTeX RDF
9	Yared Daniel Daydulo, Bheema Lingaiah Thamineni, Ahmed Ali Dawud	Cardiac arrhythmia detection using deep learning approach and time frequency representation of ECG signals.	BMC Medical Informatics Decis. Mak.	2023	DBLP DOI BibTeX RDF
9	Varun Gupta, Parvin Kumar, Sourav Diwania, Nitin Kumar Saxena, Natwar Singh Rathore	Pre-processing of ECG signal based on ANF and ICA: a comparison.	Int. J. Data Anal. Tech. Strateg.	2023	DBLP DOI BibTeX RDF
9	Roberto Holgado-Cuadrado, Carmen Plaza-Seco, Lisandro Lovisolo, Manuel Blanco-Velasco	Characterization of noise in long-term ECG monitoring with machine learning based on clinical criteria.	Medical Biol. Eng. Comput.	2023	DBLP DOI BibTeX RDF
9	M. Ramkumar 0001, Manjunathan Alagarsamy, A. Balakumar, S. Pradeep	Ensemble classifier fostered detection of arrhythmia using ECG data.	Medical Biol. Eng. Comput.	2023	DBLP DOI BibTeX RDF
9	Juliana Carneiro Gomes, Maíra Araújo de Santana, Aras Ismael Masood, Clarisse Lins de Lima, Wellington Pinheiro dos Santos	COVID-19's influence on cardiac function: a machine learning perspective on ECG analysis.	Medical Biol. Eng. Comput.	2023	DBLP DOI BibTeX RDF
9	Martin Baumgartner, Sai Pavan Kumar Veeranki, Dieter Hayn, Günter Schreier 0001	Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification.	J. Heal. Informatics Res.	2023	DBLP DOI BibTeX RDF
9	Li-bo Zhang 0004, Shuang Sun, Junxin Chen, Yue Teng, Zhihan Lv	Self-adaptive reconstruction for compressed sensing based ECG acquisition in wireless body area network.	Future Gener. Comput. Syst.	2023	DBLP DOI BibTeX RDF
9	Yong Xia 0005, Yueqi Xiong, Kuanquan Wang	A transformer model blended with CNN and denoising autoencoder for inter-patient ECG arrhythmia classification.	Biomed. Signal Process. Control.	2023	DBLP DOI BibTeX RDF
9	Sahar Ramezani Moghadam, Babak Mohammadzadeh Asl	Automatic diagnosis and localization of myocardial infarction using morphological features of ECG signal.	Biomed. Signal Process. Control.	2023	DBLP DOI BibTeX RDF
9	Huiwen Dong, Xinpei Wang, Yuanyang Li, Chengfa Sun, Yu Jiao, Lanjun Zhao, Shilong Zhao, Mengyu Xing, Huan Zhang, Changchun Liu	Non-destructive detection of CAD stenosis severity using ECG-PCG coupling analysis.	Biomed. Signal Process. Control.	2023	DBLP DOI BibTeX RDF
9	Sudestna Nahak, Akanksha Pathak, Goutam Saha 0001	Evaluation of handcrafted features and learned representations for the classification of arrhythmia and congestive heart failure in ECG.	Biomed. Signal Process. Control.	2023	DBLP DOI BibTeX RDF