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Page 1
A Deep Learning Framework for Automatic Sleep Apnea Classification Based on Empirical Mode Decomposition Derived from Single-Lead Electrocardiogram.
Life (Basel). 2022 Sep 27;12(10):1509. doi: 10.3390/life12101509.
Life (Basel). 2022.
PMID: 36294943
Free PMC article.
Sleep Apnea Classification Algorithm Development Using a Machine-Learning Framework and Bag-of-Features Derived from Electrocardiogram Spectrograms.
Lin CY, Wang YW, Setiawan F, Trang NTH, Lin CW.
Lin CY, et al. Among authors: setiawan f.
J Clin Med. 2021 Dec 30;11(1):192. doi: 10.3390/jcm11010192.
J Clin Med. 2021.
PMID: 35011934
Free PMC article.
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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.
Setiawan F, Lin CW.
Setiawan F, et al.
Sensors (Basel). 2021 Jul 31;21(15):5207. doi: 10.3390/s21155207.
Sensors (Basel). 2021.
PMID: 34372444
Free PMC article.
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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.
Lin CW, Wen TC, Setiawan F.
Lin CW, et al. Among authors: setiawan f.
Sensors (Basel). 2020 Jul 10;20(14):3857. doi: 10.3390/s20143857.
Sensors (Basel). 2020.
PMID: 32664354
Free PMC article.
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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.
Setiawan F, Lin CW.
Setiawan F, et al.
Brain Sci. 2021 Jul 8;11(7):902. doi: 10.3390/brainsci11070902.
Brain Sci. 2021.
PMID: 34356136
Free PMC article.
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