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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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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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Robust wave-feature adaptive heartbeat classification based on self-attention mechanism using a transformer model
Physiological measurement, 2021-12, Vol.42 (12)
2021
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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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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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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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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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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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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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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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