Publications by authors named "Febryan Setiawan"

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A Novel Approach for Atrial Fibrillation-related Obstructive Sleep Apnea Detection Using Enhanced Single-Lead ECG Features with Customized Deep Learning Algorithm.
Febryan Setiawan, Cheng-Yu Lin, Che-Wei Lin

Sleep· August 2025

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A Deep Learning Framework for Automatic Sleep Apnea Classification Based on Empirical Mode Decomposition Derived from Single-Lead Electrocardiogram.
Febryan Setiawan, Che-Wei Lin

Life (Basel)· September 2022

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Sleep Apnea Classification Algorithm Development Using a Machine-Learning Framework and Bag-of-Features Derived from Electrocardiogram Spectrograms.
Cheng-Yu Lin, Yi-Wen Wang, Febryan Setiawan, Nguyen Thi Hoang Trang, Che-Wei Lin

J Clin Med· December 2021

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Identification of Neurodegenerative Diseases Based on Vertical Ground Reaction Force Classification Using Time-Frequency Spectrogram and Deep Learning Neural Network Features.
Febryan Setiawan, Che-Wei Lin

Brain Sci· July 2021

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Implementation of a Deep Learning Algorithm Based on Vertical Ground Reaction Force Time-Frequency Features for the Detection and Severity Classification of Parkinson's Disease.
Febryan Setiawan, Che-Wei Lin

Sensors (Basel)· July 2021

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Evaluation of Vertical Ground Reaction Forces Pattern Visualization in Neurodegenerative Diseases Identification Using Deep Learning and Recurrence Plot Image Feature Extraction.
Che-Wei Lin, Tzu-Chien Wen, Febryan Setiawan

Sensors (Basel)· July 2020

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