Research output per year
Research output per year
- 1 - 50 out of 113 results
Search results
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2024
A Multi-layer Coil Magnetic Stimulation Device for Autonomous Function Regulation
Lee, P.-L. & Shyu, K. K., 2024, 2024 IEEE Radio and Wireless Week, RWW 2024 - 2024 IEEE Radio and Wireless Symposium, RWS 2024. IEEE Computer Society, p. 36-38 3 p. (IEEE Radio and Wireless Symposium, RWS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Development of Wearable Pulsed Electromagnetic Field Device and Its Application to Autonomic Nervous System Regulation
Chang, P. H., Wei, T. H. & Lee, P. L., 15 Jun 2024, In: IEEE Sensors Journal. 24, 12, p. 19921-19933 13 p.Research output: Contribution to journal › Article › peer-review
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Enhancing classification accuracy of HRF signals in fNIRS using semi-supervised learning and filtering
Chen, C. H., Shyu, K. K., Wu, Y. C., Hung, C. H., Lee, P. L. & Jao, C. W., 2024, (Accepted/In press) Progress in Brain Research. Elsevier B.V., (Progress in Brain Research).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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2023
A Low Complexity Estimation Method of Entropy for Real-Time Seizure Detection
Shyu, K. K., Huang, S. C., Lee, L. H. & Lee, P. L., 2023, In: IEEE Access. 11, p. 5990-5999 10 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
A Noninvasive Blood Glucose Estimation System Using Dual-Channel PPGs and Pulse-Arrival Velocity
Lee, P. L., Wang, K. W. & Hsiao, C. Y., 1 Oct 2023, In: IEEE Sensors Journal. 23, 19, p. 23570-23582 13 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
A Novel Bidirectional-Switched-Capacitor-Based Interlaced DC-DC Converter
Shyu, K. K., Yu, Y. C., Lin, X. L., Lee, L. H. & Lee, P. L., Feb 2023, In: Electronics (Switzerland). 12, 4, 792.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Common Spatial Pattern and Riemannian Manifold-Based Real-Time Multiclass Motor Imagery EEG Classification
Shyu, K. K., Huang, S. C., Tung, K. J., Lee, L. H., Lee, P. L. & Chen, Y. H., 2023, In: IEEE Access. 11, p. 139457-139465 9 p., 3340685.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Continual Learning of a Transformer-Based Deep Learning Classifier Using an Initial Model from Action Observation EEG Data to Online Motor Imagery Classification
Lee, P. L., Chen, S. H., Chang, T. C., Lee, W. K., Hsu, H. T. & Chang, H. H., Feb 2023, In: Bioengineering. 10, 2, 186.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Effects of bihemispheric transcranial direct current stimulation on motor recovery in subacute stroke patients: a double-blind, randomized sham-controlled trial
Hsu, S. P., Lu, C. F., Lin, B. F., Tang, C. W., Kuo, I. J., Tsai, Y. A., Guo, C. Y., Lee, P. L., Shyu, K. K., Niddam, D. M. & Lee, I. H., Dec 2023, In: Journal of NeuroEngineering and Rehabilitation. 20, 1, 27.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Less Parameterization Inception-Based End to End CNN Model for EEG Seizure Detection
Shyu, K. K., Huang, S. C., Lee, L. H. & Lee, P. L., 2023, In: IEEE Access. 11, p. 49172-49182 11 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
2022
Evaluating the performance of machine learning models for automatic diagnosis of patients with schizophrenia based on a single site dataset of 440 participants
Lee, L. H., Chen, C. H., Chang, W. C., Lee, P. L., Shyu, K. K., Chen, M. H., Hsu, J. W., Bai, Y. M., Su, T. P. & Tu, P. C., 23 Dec 2022, In: European Psychiatry. 65, 1, e1.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Intracranial Monitoring to Verify Novel Transcranial Electric Stimulation in an Epileptic Swine Model
Wang, Y. C., Wang, P. F., Pan, H. C., Lin, C. Y., Hsu, H. T., Liu, Z. H. & Lee, P. L., Jul 2022, In: Electronics (Switzerland). 11, 14, 2195.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Study of heart-rate variability in a video task using Holo-Hilbert spectral analysis
Lee, T. M., Lee, P. L., Lee, I. H., Lee, W. K., Wu, T. Y., Hsu, H. T., Yeh, C. L., Lin, P. J. & Shyu, K. K., Jan 2022, In: Biomedical Signal Processing and Control. 71, 103229.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
The Full Informational Spectral Analysis for Auditory Steady-State Responses in Human Brain Using the Combination of Canonical Correlation Analysis and Holo-Hilbert Spectral Analysis
Lee, P. L., Lee, T. M., Lee, W. K., Chu, N. N., Shelepin, Y. E., Hsu, H. T. & Chang, H. H., 1 Jul 2022, In: Journal of Clinical Medicine. 11, 13, 3868.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Utilizing a 3D-printed, multi-sensor, wearable medical equipment on-demand for hemodialysis patient care
Chen, W. L., Lee, P. L., Yang, T. L. & Kan, C. D., 2022, Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022. Institute of Electrical and Electronics Engineers Inc., p. 277-281 5 p. (Proceedings - IEEE 22nd International Conference on Bioinformatics and Bioengineering, BIBE 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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運用響應式知識蒸餾機制增進中文多標籤文本分類效能
Translated title of the contribution :Enhancing Chinese Multi-Label Text Classification Performance with Response-based Knowledge Distillation Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2021
Classification of prefrontal cortex activity based on functional near-infrared spectroscopy data upon olfactory stimulation
Chen, C. H., Shyu, K. K., Lu, C. K., Jao, C. W. & Lee, P. L., 2021, In: Brain Sciences. 11, 6, 701.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers
Lee, L. H., Hung, M. C., Lu, C. H., Chen, C. H., Lee, P. L. & Shyu, K. K., 2021, Social Media Mining for Health, SMM4H 2021 - Proceedings of the 6th Workshop and Shared Tasks. Magge, A., Klein, A. Z., Miranda-Escalada, A., Al-garadi, M. A., Alimova, I., Miftahutdinov, Z., Farre-Maduell, E., Lopez, S. L., Flores, I., O'Connor, K., Weissenbacher, D., Tutubalina, E., Sarker, A., Banda, J. M., Krallinger, M. & Gonzalez-Hernandez, G. (eds.). Association for Computational Linguistics (ACL), p. 98-101 4 p. (Social Media Mining for Health, SMM4H 2021 - Proceedings of the 6th Workshop and Shared Tasks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
NCUEE-NLP at MEDIQA 2021: Health Question Summarization Using PEGASUS Transformers
Lee, L. H., Chen, P. H., Zeng, Y. X., Lee, P. L. & Shyu, K. K., 2021, Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021. Demner-Fushman, D., Cohen, K. B., Ananiadou, S. & Tsujii, J. (eds.). Association for Computational Linguistics (ACL), p. 268-272 5 p. (Proceedings of the 20th Workshop on Biomedical Language Processing, BioNLP 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations -
Phase-Approaching Stimulation Sequence for SSVEP-Based BCI: A Practical Use in VR/AR HMD
Hsu, H. T., Shyu, K. K., Hsu, C. C., Lee, L. H. & Lee, P. L., 2021, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 29, p. 2754-2764 11 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
2020
Extraction of high-frequency SSVEP for BCI control using iterative filtering based empirical mode decomposition
Hsu, C. C., Yeh, C. L., Lee, W. K., Hsu, H. T., Shyu, K. K., Li, L. P. H., Wu, T. Y. & Lee, P. L., Aug 2020, In: Biomedical Signal Processing and Control. 61, 102022.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
Prefrontal Brain Electrical Activity and Cognitive Load Analysis Using a Non-linear and Non-Stationary Approach
Chen, C. S., Chien, T. S., Lee, P. L., Jeng, Y. & Yeh, T. K., 2020, In: IEEE Access. 8, p. 211115-211124 10 p., 9261434.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
UWB Simultaneous Breathing and Heart Rate Detections in Driving Scenario Using Multi-Feature Alignment Two-Layer EEMD Method
Shyu, K. K., Chiu, L. J., Lee, P. L. & Lee, L. H., 1 Sep 2020, In: IEEE Sensors Journal. 20, 17, p. 10251-10266 16 p., 9086782.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
β-Oscillations Reflect Recovery of the Paretic Upper Limb in Subacute Stroke
Tang, C. W., Hsiao, F. J., Lee, P. L., Tsai, Y. A., Hsu, Y. F., Chen, W. T., Lin, Y. Y., Stagg, C. J. & Lee, I. H., 1 May 2020, In: Neurorehabilitation and Neural Repair. 34, 5, p. 450-462 13 p.Research output: Contribution to journal › Article › peer-review
17 Scopus citations -
2019
A Multivariate Empirical Mode Decomposition-Based Data-Driven Approach for Extracting Task-Dependent Hemodynamic Responses in Olfactory-Induced fMRI
Wang, K. W., Chen, C. Y., Chang, H. H., Hsu, C. C., Lan, G. Y., Hsu, H. T., Shyu, K. K., Chan, W. P. & Lee, P. L., 2019, In: IEEE Access. 7, p. 15375-15388 14 p., 8620252.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Detection of Breathing and Heart Rates in UWB Radar Sensor Data Using FVPIEF-Based Two-Layer EEMD
Shyu, K. K., Chiu, L. J., Lee, P. L., Tung, T. H. & Yang, S. H., 15 Jan 2019, In: IEEE Sensors Journal. 19, 2, p. 774-784 11 p., 8515230.Research output: Contribution to journal › Article › peer-review
83 Scopus citations -
FEASIBILITY OF SMART HEMODIALYSIS PATIENT CARE USING SENSORS EMBEDDED IN PERSONALIZED 3D PRINTING CAST
Chen, W. L., Yang, T. L., Lee, P. L. & Kan, C. D., 1 Mar 2019, In: Journal of Mechanics in Medicine and Biology. 19, 2, 1940017.Research output: Contribution to journal › Article › peer-review
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NCUEE at MEDIQA 2019: Medical text inference using ensemble BERT-BiLSTM-attention model
Lee, L. H., Lu, Y., Chen, P. H., Lee, P. L. & Shyu, K. K., 2019, BioNLP 2019 - SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 18th BioNLP Workshop and Shared Task. Association for Computational Linguistics (ACL), p. 528-532 5 p. (BioNLP 2019 - SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 18th BioNLP Workshop and Shared Task).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
18 Scopus citations -
Steady-state auditory evoked fields reflect long-term effects of repetitive transcranial magnetic stimulation in tinnitus
Li, L. P. H., Shiao, A. S., Li, C. T., Lee, P. L., Cheng, C. M., Chou, C. C. & Hsieh, J. C., Sep 2019, In: Clinical Neurophysiology. 130, 9, p. 1665-1672 8 p.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
2018
A method for respiration rate detection in wrist PPG signal using Holo-Hilbert spectrum
Chang, H. H., Hsu, C. C., Chen, C. Y., Lee, W. K., Hsu, H. T., Shyu, K. K., Yeh, J. R., Lin, P. J. & Lee, P. L., 15 Sep 2018, In: IEEE Sensors Journal. 18, 18, p. 7560-7569 10 p., 8410910.Research output: Contribution to journal › Article › peer-review
34 Scopus citations -
Analyses of EEG oscillatory activities during slow and fast repetitive movements using holo-hilbert spectral analysis
Hsu, H. T., Lee, W. K., Shyu, K. K., Yeh, T. K., Chang, C. Y. & Lee, P. L., Sep 2018, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 9, p. 1659-1668 10 p., 8410891.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
2017
Characterization of the role of endogenous nitric oxide in myogenic vascular oscillations during cooling-evoked hemodynamic perturbations of rats
Lin, Y. H., Liu, Y. P., Lin, Y. C., Lee, P. L. & Tung, C. S., 2017, In: Canadian Journal of Physiology and Pharmacology. 95, 7, p. 803-810 8 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Cooling-evoked hemodynamic perturbations facilitate sympathetic activity with subsequent myogenic vascular oscillations via alpha2-adrenergic receptors
Lin, Y. H., Liu, Y. P., Lin, Y. C., Lee, P. L. & Tung, C. S., 2017, In: Physiological Research. 66, 3, p. 449-457 9 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Improvement of Classification Accuracy in a Phase-Tagged Steady-State Visual Evoked Potential-Based Brain–Computer Interface Using Adaptive Neuron-Fuzzy Classifier
Hsu, H. T., Lee, P. L. & Shyu, K. K., 1 Apr 2017, In: International Journal of Fuzzy Systems. 19, 2, p. 542-552 11 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Variable delay digital comb filter extraction of weak phase signals for SSVEP
Chang, C. T., Lee, P. L. & Lin, E. H., 1 Jan 2017, In: Biomedical Signal Processing and Control. 31, p. 211-216 6 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
2016
Evaluate the Feasibility of Using Frontal SSVEP to Implement an SSVEP-Based BCI in Young, Elderly and ALS Groups
Hsu, H. T., Lee, I. H., Tsai, H. T., Chang, H. C., Shyu, K. K., Hsu, C. C., Chang, H. H., Yeh, T. K., Chang, C. Y. & Lee, P. L., May 2016, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24, 5, p. 603-615 13 p., 7335644.Research output: Contribution to journal › Article › peer-review
45 Scopus citations -
Learning seismology through inquiry: Structured, guided, or both?
Chiu, Y. C., Jen, C. H., Chang, C. Y., Lee, P. L. & Yeh, T. K., Jul 2016, In: Seismological Research Letters. 87, 4, p. 998-1007 10 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Novel application of a Wii remote to measure spasticity with the pendulum test: Proof of concept
Yeh, C. H., Hung, C. Y., Wang, Y. H., Hsu, W. T., Chang, Y. C., Yeh, J. R., Lee, P. L., Hu, K., Kang, J. H. & Lo, M. T., 1 Jan 2016, In: Gait and Posture. 43, p. 70-75 6 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Quantifying Spasticity With Limited Swinging Cycles Using Pendulum Test Based on Phase Amplitude Coupling
Yeh, C. H., Young, H. W. V., Wang, C. Y., Wang, Y. H., Lee, P. L., Kang, J. H. & Lo, M. T., Oct 2016, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24, 10, p. 1081-1088 8 p., 7393838.Research output: Contribution to journal › Article › peer-review
19 Scopus citations -
Study of Repetitive Movements Induced Oscillatory Activities in Healthy Subjects and Chronic Stroke Patients
Hsu, C. C., Lee, W. K., Shyu, K. K., Chang, H. H., Yeh, T. K., Hsu, H. T., Chang, C. Y., Lan, G. Y. & Lee, P. L., 15 Dec 2016, In: Scientific Reports. 6, 39046.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
2015
Analysis of Post_Movement Event-Related Synchronization (ERS) in Leudoaraiosis Patients Tsing Multivariate Empirical Mode Decomposition
Hsu, H. T., Chang, H. C., Lin, F. J. & Lee, P. L., 2015, 1st Global Conference on Biomedical Engineering and 9th Asian-Pacific Conference on Medical and Biological Engineering. Su, F.-C., Yeh, M.-L. & Wang, S.-H. (eds.). Springer Verlag, p. 180-183 4 p. (IFMBE Proceedings; vol. 47).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Extractions of steady-state auditory evoked fields in normal subjects and tinnitus patients using complementary ensemble empirical mode decomposition
Wang, K. W., Chang, H. H., Hsu, C. C., Chen, K. C., Hsieh, J. C., Li, L. P. H., Lee, P. L. & Shiao, A. S., 26 Jul 2015, In: BioMedical Engineering Online. 14, 1, 72.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Role of efferent sympathoadrenal effects in cooling-induced hemodynamic perturbations in rats: An investigation by spectrum analysis
Liu, Y. P., Lin, Y. H., Lin, C. C., Lin, Y. C., Chen, Y. C., Lee, P. L. & Tung, C. S., 2015, In: Chinese Journal of Physiology. 58, 5, p. 312-321 10 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Spectral analysis of cooling induced hemodynamic perturbations indicates involvement of sympathetic activation and nitric oxide production in rats
Liu, Y. P., Lin, Y. H., Chen, Y. C., Lee, P. L. & Tung, C. S., 11 Jul 2015, In: Life Sciences. 136, p. 19-27 9 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
2014
An intelligence data encoding algorithm for low noise interference multi-channel medical ultrasound
Liou, J. C., Hsia, C. & Lee, P. L., 18 Sep 2014, Digest of Technical Papers - IEEE International Conference on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. 6904003. (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A noninvasive brain computer interface using visually-induced near-infrared spectroscopy responses
Chen, C. H., Ho, M. S., Shyu, K. K., Hsu, K. C., Wang, K. W. & Lee, P. L., 19 Sep 2014, In: Neuroscience Letters. 580, p. 22-26 5 p.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Design a brain computer interface gaming system using steady-state visual evoked potential
Lee, P. L., Hao-Teng, S. & Hsiang-Chih, C., 18 Sep 2014, Digest of Technical Papers - IEEE International Conference on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc., p. 5-6 2 p. 6904095. (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
2013
Adaptive SSVEP-based BCI system with frequency and pulse duty-cycle stimuli tuning design
Shyu, K. K., Chiu, Y. J., Lee, P. L., Liang, J. M. & Peng, S. H., 2013, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 21, 5, p. 697-703 7 p., 6523133.Research output: Contribution to journal › Article › peer-review
26 Scopus citations -
Improvement of classification accuracy in a phase-tagged steady-state visual evoked potential-based brain computer interface using multiclass support vector machine
Yeh, C. L., Lee, P. L., Chen, W. M., Chang, C. Y., Wu, Y. T. & Lan, G. Y., 21 May 2013, In: BioMedical Engineering Online. 12, 1, 46.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Intermittent theta burst stimulation over ipsilesional primary motor cortex of subacute ischemic stroke patients: A pilot study
Hsu, Y. F., Huang, Y. Z., Lin, Y. Y., Tang, C. W., Liao, K. K., Lee, P. L., Tsai, Y. A., Cheng, H. L., Cheng, H., Chern, C. M. & Lee, I. H., Mar 2013, In: Brain Stimulation. 6, 2, p. 166-174 9 p.Research output: Contribution to journal › Article › peer-review
59 Scopus citations