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Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model

IEEE transactions on neural systems and rehabilitation engineering, 2023-01, Vol.31, p.1-1

2023

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A Hybrid Transformer Model for Obstructive Sleep Apnea Detection Based on Self-Attention Mechanism Using Single-Lead ECG

IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-11

2022

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Robust wave-feature adaptive heartbeat classification based on self-attention mechanism using a transformer model

Physiological measurement, 2021-12, Vol.42 (12), p.125001

2021

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A multi-module algorithm for heartbeat classification based on unsupervised learning and adaptive feature transfer

Computers in biology and medicine, 2024-03, Vol.170, p.108072-108072, Article 108072

2024

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Personalized Transfer Learning for Single-Lead ECG-Based Sleep Apnea Detection: Exploring the Label Mapping Length and Transfer Strategy Using Hybrid Transformer Model

IEEE transactions on instrumentation and measurement, 2023, Vol.72, p.1-15

2023

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IPCT-Net: Parallel information bottleneck modality fusion network for obstructive sleep apnea diagnosis

Neural networks, 2025-01, Vol.181, p.106836, Article 106836

2025

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Personalized Blood Pressure Estimation using Multiview Fusion Information of Wearable Physiological Signals and Transfer Learning

Applied soft computing, 2024-12, Vol.167, p.112390, Article 112390

2024

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Semi-Supervised Learning for Low-cost Personalized Obstructive Sleep Apnea Detection Using Unsupervised Deep Learning and Single-Lead Electrocardiogram

IEEE journal of biomedical and health informatics, 2023-11, Vol.PP (11), p.1-12

2023

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A Lightweight Hybrid Model Using Multiscale Markov Transition Field for Real-Time Quality Assessment of Photoplethysmography Signals

IEEE journal of biomedical and health informatics, 2024-02, Vol.28 (2), p.1078-1088

2024

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ECG classification based on guided attention mechanism

Computer methods and programs in biomedicine, 2024-12, Vol.257, p.108454, Article 108454

2024

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An automatic residual-constrained and clustering-boosting architecture for differentiated heartbeat classification

Biomedical signal processing and control, 2022-08, Vol.77, p.103690, Article 103690

2022

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Classification of multi-lead ECG with deep residual convolutional neural networks

Physiological measurement, 2022-07, Vol.43 (7), p.74003

2022

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A novel interpretable feature set optimization method in blood pressure estimation using photoplethysmography signals

Biomedical signal processing and control, 2023-09, Vol.86, p.105184, Article 105184

2023

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DeT-Net: A Two-stage Method for Accurate Automatic Heart Segmentation

2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2023, p.1-6

2023

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An IoMT-Driven Framework for Precision Cardiovascular Assessment Incorporating Multiscale Perspectives and Microfiber Bragg Grating

IEEE internet of things journal, 2024-10, p.1-1

2024

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CardiacSegFormer: Transformer for Semantic Segmentation of Cardiac Images

Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023, p.349-354

2023

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Automatic 12-lead ECG Classification Using Deep Neural Networks

2020 Computing in Cardiology, 2020, p.1-4

2020

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A Novel Interpretable Feature Set Optimization Method in Blood Pressure Estimation Using Photoplethysmography Signals

SSRN Electronic Journal, 2023

2023

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Analysis of ECG De-Noising Using Non-Local Means with Approximate Coefficients and Particle Swarm Optimization

2021 7th International Conference on Systems and Informatics (ICSAI), 2021, p.1-6

2021

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Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model

A Hybrid Transformer Model for Obstructive Sleep Apnea Detection Based on Self-Attention Mechanism Using Single-Lead ECG

Robust wave-feature adaptive heartbeat classification based on self-attention mechanism using a transformer model

A multi-module algorithm for heartbeat classification based on unsupervised learning and adaptive feature transfer

Personalized Transfer Learning for Single-Lead ECG-Based Sleep Apnea Detection: Exploring the Label Mapping Length and Transfer Strategy Using Hybrid Transformer Model

IPCT-Net: Parallel information bottleneck modality fusion network for obstructive sleep apnea diagnosis

Personalized Blood Pressure Estimation using Multiview Fusion Information of Wearable Physiological Signals and Transfer Learning

Semi-Supervised Learning for Low-cost Personalized Obstructive Sleep Apnea Detection Using Unsupervised Deep Learning and Single-Lead Electrocardiogram

A Lightweight Hybrid Model Using Multiscale Markov Transition Field for Real-Time Quality Assessment of Photoplethysmography Signals

ECG classification based on guided attention mechanism

An automatic residual-constrained and clustering-boosting architecture for differentiated heartbeat classification

Classification of multi-lead ECG with deep residual convolutional neural networks

A novel interpretable feature set optimization method in blood pressure estimation using photoplethysmography signals

DeT-Net: A Two-stage Method for Accurate Automatic Heart Segmentation

An IoMT-Driven Framework for Precision Cardiovascular Assessment Incorporating Multiscale Perspectives and Microfiber Bragg Grating

CardiacSegFormer: Transformer for Semantic Segmentation of Cardiac Images

Automatic 12-lead ECG Classification Using Deep Neural Networks

A Novel Interpretable Feature Set Optimization Method in Blood Pressure Estimation Using Photoplethysmography Signals

Analysis of ECG De-Noising Using Non-Local Means with Approximate Coefficients and Particle Swarm Optimization

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