Deep Learning for ECG Segmentation

Deep Learning for ECG Segmentation

Studies in Computational Intelligence (SCI), 2019

14 January 2020

Grigory V. Osipov

ArXiv (abs)PDF HTML

Papers citing "Deep Learning for ECG Segmentation"

13 / 13 papers shown

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding

Zhengxing Huang

190

3

0

01 Jun 2025

Learning General Representation of 12-Lead Electrocardiogram with a
Joint-Embedding Predictive Architecture

Learning General Representation of 12-Lead Electrocardiogram with a Joint-Embedding Predictive Architecture

Sehun Kim

289

8

0

11 Oct 2024

Self-Trained Model for ECG Complex Delineation

Self-Trained Model for ECG Complex Delineation

Nikolas Khachaturov

Shahane Tigranyan

148

1

0

04 Jun 2024

Anatomical Region Recognition and Real-time Bone Tracking Methods by
Dynamically Decoding A-Mode Ultrasound Signals

Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals

Stefano Stramigioli

225

2

0

29 May 2024

Deep Learning based acoustic measurement approach for robotic
applications on orthopedics

Deep Learning based acoustic measurement approach for robotic applications on orthopedicsIEEE International Conference on Robotics and Automation (ICRA), 2024

Nico Verdonschot

Stefano Stramigioli

130

4

0

09 Mar 2024

A Comprehensive Survey on Applications of Transformers for Deep Learning
Tasks

A Comprehensive Survey on Applications of Transformers for Deep Learning TasksExpert systems with applications (ESWA), 2023

Witold Pedrycz

273

409

0

11 Jun 2023

Deep learning based ECG segmentation for delineation of diverse
arrhythmias

Deep learning based ECG segmentation for delineation of diverse arrhythmiasPLoS ONE (PLoS ONE), 2023

...

216

15

0

13 Apr 2023

Investigating Deep Learning Benchmarks for Electrocardiography Signal
Processing

Investigating Deep Learning Benchmarks for Electrocardiography Signal Processing

87

5

0

09 Apr 2022

A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification
with Rejection from ECG Recordings

A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings

97

2

0

26 Feb 2022

Generalizing electrocardiogram delineation -- Training convolutional
neural networks with synthetic data augmentation

Generalizing electrocardiogram delineation -- Training convolutional neural networks with synthetic data augmentation

Guillermo Jiménez-Pérez

242

8

0

25 Nov 2021

Problems of representation of electrocardiograms in convolutional neural
networks

Problems of representation of electrocardiograms in convolutional neural networksIEEE International Joint Conference on Neural Network (IJCNN), 2020

Sergey Alekseev

Grigory V. Osipov

186

1

0

01 Dec 2020

Electrocardiogram Generation and Feature Extraction Using a Variational
Autoencoder

Electrocardiogram Generation and Feature Extraction Using a Variational Autoencoder

129

25

0

01 Feb 2020

Opportunities and Challenges of Deep Learning Methods for
Electrocardiogram Data: A Systematic Review

Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review

Jimeng Sun

413

163

0

28 Dec 2019