CHENG-YAN GUO

CHENG-YAN GUO

I am seeking a Ph.D. position in BMI or BCI for Fall '24 or '25.

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Blog Post number 1

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patents

publications

Human Posture Recognition Based on Neural Network in Robot Controlling

Published in NTCU Software Engineering Laboratory, 2013

We study the possibility of controlling the robot using a natural user interface(NUI) and human posture recognition based on a neural network. Our humanoid robot platform is BeRobot; BeRobot is 16 degree of freedom(DOF) humanoid robot. We use the Microsoft Kinect received skeleton, then calculate the vector dot product of the keypoint, input the vector dot product to our posture recognition neural network(Fully Connected), output pre-define human posture, and finally, transmit the posture to the robot through Bluetooth to control.

Recommended citation: Cheng-Yan Guo., Liang Hung., Advisor: Chorng-Shiuh Koong, Ph.D. (2013). "Human Posture Recognition Based on Neural Network in Robot Controlling." Undergraduate Research.
http://GCY.github.io/res/undergraduate-research/paper.pdf

Algorithm of monitoring (detecting) electrocardiographic QRS complex occurring in arrhythmia patient

Published in National Taiwan University College of Medicine, 2015

I design an analysis tool for the electrocardiographic QRS complex in arrhythmia patients. The tool implements classic algorithms(e.g., Pan-Tompkins, HC-Chen, So&Chen) and my innovative algorithms to compare the accuracy(confusion matrix) of arrhythmia detecting and performance comparison benchmark MIT- BIH arrhythmia database.

Recommended citation: Cheng-Yan Guo., Advisor: Shi-Ming Lin, Ph.D. (2017). "Algorithm of monitoring (detecting) electrocardiographic QRS complex occurring in arrhythmia patient." Master’s thesis.
https://doi.org/10.6342/NTU201701141

A Nanobiosensing Method Based on Force Measurement of Antibody-Antigen Interaction for Direct Detection of Enterovirus 71 by the Chemically Modified Atomic Force Microscopic Probe

Published in Microbial Pathogenesis, 2017

Recommended citation: Hong, C. H., Hsieh, C. F., Tseng, C. S., Huang, W. C., Guo, C. Y., Lin, S., & Lee, S. C. (2017). "A nanobiosensing method based on force measurement of antibody-antigen interaction for direct detection of enterovirus 71 by the chemically modified atomic force microscopic probe." Microbial Pathogenesis, 111, 292-297. (Co-author)
https://doi.org/10.1016/j.micpath.2017.08.051

List of My Publications

Published in , 2023


13. Guo, C. Y., Huang, W. Y., Chang, H. C., & Hsieh, T. L. (2023). Calibrating Oxygen Saturation Measurements For Different Skin Colors Using The Individual Typology Angle. IEEE Sensors Journal (SCI, IF = 4.3, JCR = 12/76, Instruments & Instrumentation)., 23(15), 16993-17001. (First author)

12. Guo, C. Y., Perng, J. W., Chen, L. C., & Hsieh, T. L. (2023). A Hemodynamic Pulse Wave Simulator Designed for Calibration of Local Pulse Wave Velocities Measurement for Cuffless Techniques. Micromachines (SCI, IF = 3.523, JCR = 21/64, Instruments & Instrumentation), 14(6), 1218. (First author)

11. Wen, H. Y., Lu, Y. S., Guo, C. Y., Chang, M. Y., Huang, W. Y., & Hsieh, T. L. (2023). Application of Self-Assembled Polyarylether Substrate in Flexible Organic Light-Emitting Diodes. Micromachines (SCI, IF = 3.523, JCR = 21/64, Instruments & Instrumentation), 14(5), 920. (Co-author)

10. Guo, C. Y., Hsieh, T. L., Chang, C. C., & Perng, J. W. (2023). A novel smart photoelectric lock system: Speech transmitted by laser and speech to text. Heliyon (SCI, IF = 3.776, JCR = 38/135, Multidisciplinary Sciences). 2023 Mar 15;9(3):e14510. (First author)

9. Guo, C. Y., Huang, C. H., Chang, C. C., Wang, K. J., & Hsieh, T. L. (2022). Combining Local PWV and Quantified Arterial Changes for Calibration-Free Cuffless Blood Pressure Estimation: A Clinical Validation. IEEE Sensors Journal (SCI, IF = 4.325, JCR = 14/76, Instruments & Instrumentation), 23(1), 658-668. (First author)

8. Guo, C. Y., Chang, C. C., Wang, K. J., & Hsieh, T. L. (2022). Assessment of a calibration-free method of cuffless blood pressure measurement: a pilot study. IEEE Journal of Translational Engineering in Health and Medicine (SCI, IF = 3.316, JCR = 55/115, Engineering & Biomedical). (First author)

7. Guo, C. Y., Lin, T. L., & Hsieh, T. L. (2022). A Solar-Rechargeable Radiation Dosimeter Design for Radiation Hazard Zone Located with LoRa Network. Quantum Beam Science (ESCI, JCR = 47/76, Instruments & Instrumentation), 6(3), 27. (First author)

6. Guo, C. Y., Chang, H. C., Wang, K. J., & Hsieh, T. L. (2022). An Arterial Compliance Sensor for Cuffless Blood Pressure Estimation Based on Piezoelectric and Optical Signals. Micromachines (SCI, IF = 3.523, JCR = 21/64, Instruments & Instrumentation), 13(8), 1327. (First author)

5. Koong, C. S., Wei, Z. Y., Hsien, C. C., *Guo, C. Y. (2022). Online Judgment System for Assessing C Program Structure. Journal of Information Science and Engineering (SCI, IF = 1.142, JCR = 147/164, Computer Science & Information Systems), 38(2). (Corresponding author)

4. Guo, C. Y., Wang, K. J., & Hsieh, T. L. (2021). Piezoelectric Sensor for the Monitoring of Arterial Pulse Wave: Detection of Arrhythmia Occurring in PAC/PVC Patients. Sensors (SCI, IF = 3.576, JCR = 14/72, Instruments & Instrumentation), 21(20), 6915. (First author)

3. Perng, J. W., Hsieh, T. L., & Guo, C. Y. (2021). A Novel Dentary Bone Conduction Device Equipped with Laser Communication in DSP. Sensors (SCI, IF = 3.576, JCR = 14/72, Instruments & Instrumentation), 21(12), 4229. (Co-first author)

2. Hong, C. H., Hsieh, C. F., Tseng, C. S., Huang, W. C., Guo, C. Y., Lin, S., & Lee, S. C. (2017). A nanobiosensing method based on force measurement of antibody-antigen interaction for direct detection of enterovirus 71 by the chemically modified atomic force microscopic probe. Microbial pathogenesis (SCI, IF = 1.888), 111, 292-297. (Co-author)

1. Lin, S., Hong, C. H., Sheu, B. C., Wu, L. X., Huang, W. C., Huang, W. C., & Guo, C. Y. (2016). Dynamic response of HPV16/anti-HPV16 pairs with unbinding events studied by atomic force microscopy. Biochemistry and biophysics reports, 6, 203-208. (Co-author)