I-Jung Lee (李依蓉)

Learn about what I do

Here's all about myself!

About Me

  • An independent problem solver with a Ph.D. in electrical engineering and computer science.
  • Obtain 8 years of professional experience on research in wearable devices applied to biomedical engineering.

    • Education

    Ph.D., College of Electrical Engineering and Computer Science, National Taipei University (2017-2023)

    M.S. Student, Dept. of Computer Science and Information Engineering (CSIE), National Taipei University (2014-2017)

    B.S., Dept. of Computer Science and Information Engineering (CSIE), National Taipei University (2010-2014)

    Experiences

    Honorary Associate, Department of Electrical and Computer Engineering, University of Wisconsin-Madison. (2022.06-2023.02)

    Teaching Assistant of Computer Programming using C language, Dept. of Electrical Engineering, National Taipei University. (2012-2019)

    Teaching Assistant of Hardware and Software Design, Dept. of Industrial Design, Chang Gung University. (2012-2019)

    Publication

    To check the information of citation, please visit my Google Scholar.

    Journal Papers

    1. I-Jung Lee, Yu Hen Hu, Pei-Chi Hsiao, Shu-Yu Yang, Hsin-Te Lin, Yu-Chung Chen, and Bor-Shing Lin*, “AI-Based Automatic System for Assessing Upper-Limb Spasticity of Patients with Stroke Through Voluntary Movement,” IEEE Journal of Biomedical and Health Informatics, vol. 28, issue 2, pp. 742–752, February 2024. (SCI)
    2. Mao-Hsu Yen, Bor-Shyh Lin, Yu-Lun Kuo, I-Jung Lee, and Bor-Shing Lin*, “Adaptive Indoor People-Counting System Based on Edge AI Computing,” IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 8, issue 1, pp. 255–263, February 2024. (SCIE)
    3. Alexandre Calado, Bor-Shing Lin*, I-Jung Lee, and Giovanni Saggio, “Quasi-Static Measurement Performances of Flex-Sensor-Based and Inertial-Measurement-Unit-Based Sensory Gloves,” IEEE Sensors Journal, vol. 24, issue 2, pp. 2162–2171, January 2024. (SCIE)
    4. Chueh-Ho Lin, Chih-Wei Peng, I-Jung Lee, Chi-Ming Wu, and Bor-Shing Lin*, “Analysis of Gait Data Based on Deep Learning to Predict Multiple Balance Scale Scores,” IEEE Sensors Journal, vol. 24, issue 1, pp. 920–930, January 2024. (SCIE)
    5. Muhammad Adeel, Chih-Wei Peng, I-Jung Lee, and Bor-Shing Lin*, “Biomechanical Evaluation of Fingers Repetitive Voluntary Tasks in Chronic Stroke Survivors,” IEEE Access, vol. 11, pp. 143649–143656, December 2023. (SCIE)
    6. Muhammad Adeel, Chih-Wei Peng, I-Jung Lee, and Bor-Shing Lin*, “Prediction of Spasticity Through Upper Limb Active Range of Motion in Stroke Survivors: A Generalized Estimating Equation Model,” Bioengineering, vol. 10, issue 11, October 2023, Art. no. 1273. (SCIE)
    7. Bor-Shyh Lin, Chih-Wei Peng, I-Jung Lee, Hung-Kai Hsu, and Bor-Shing Lin*, “System Based on Artificial Intelligence Edge Computing for Detecting Bedside Falls and Sleep Posture,” IEEE Journal of Biomedical and Health Informatics, vol. 27, issue 7, pp. 3549–3558, July 2023. (SCI)
    8. Giovanni Saggio, Alexandre Calado*, Vito Errico, Bor-Shing Lin, and I-Jung Lee, “Dynamic Measurement Assessments of Sensory Gloves Based on Resistive Flex Sensors and Inertial Measurement Units,” IEEE Transactions on Instrumentation and Measurement, vol. 72, April 2023, Art. no. 9505410. (SCI)
    9. Wei-Ting Martin Lin, Bor-Shing Lin, I-Jung Lee, and Si-Huei Lee*, “Development of a Smartphone-Based mHealth Platform for Telerehabilitation,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 30, pp. 2682–2691, September 2022. (SCI)
    10. Bor-Shing Lin, I-Jung Lee, Pei-Chi Hsiao, Shu-Yu Yang, Chen-Yu Chen, Si-Huei Lee, Yu-Fang Huang, Mao-Hsu Yen*, and Yu Hen Hu*, “Design of a Multi-Sensor System for Exploring the Relation between Finger Spasticity and Voluntary Movement in Patients with Stroke,” Sensors, vol. 22, issue 19, article 7212, pp. 1–16, September 2022. (SCIE)
    11. Bor-Shing Lin*, I-Jung Lee, Shun-Pu Wang, Jean-Lon Chen, and Bor-Shyh Lin, “Residual Neural Network and Long Short-Term Memory–Based Algorithm for Estimating the Motion Trajectory of Inertial Measurement Units,” IEEE Sensors Journal, vol. 22, issue 7, pp. 6910–6919, April 2022. (SCI)
    12. Bor-Shing Lin, Tiku Yu, Chih-Wei Peng, Chueh-Ho Lin*, Hung-Kai Hsu, I-Jung Lee, and Zhao Zhang, “Fall Detection System With Artificial Intelligence-Based Edge Computing,” IEEE Access, vol. 10, pp. 4328–4339, January 2022. (SCIE)
    13. Bor-Shing Lin, Shu-Fen Kuo, I-Jung Lee, Liang-Hsuan Lu, Po-Yin Chen, Pin-Chun Wang, Chien-Hung Lai, Xin-Miao Wang, and Chueh-Ho Lin*, “The Impact of Aging and Reaching Movements on Grip Stability Control during Manual Precision Tasks,” BMC Geriatrics, vol. 21, article 703, pp. 1–12, December 2021. (SCIE)
    14. Bor-Shing Lin, I-Jung Lee, Chin-Shyurng Fahn*, Yi-Fang Lee, Wei-Jen Chou, and Meng-Luen Wu, “Depth-Camera Based Energy Expenditure Estimation System for Physical Activity Using Posture Classification Algorithm,” Sensors, vol. 21, issue 12, article 4216, pp. 1–15, June 2021. (SCIE)
    15. Bor-Shing Lin*, I-Jung Lee, and Jean-Lon Chen, “Novel Assembled Sensorized Glove Platform for Comprehensive Hand Function Assessment by Using Inertial Sensors and Force Sensing Resistors,” IEEE Sensors Journal, vol. 20, issue 6, pp. 3379–3389, March 2020. (SCI)
    16. Bor-Shing Lin*, I-Jung Lee, Pei-Chi Hsiao, and Yi-Ting Hwang, “An Assessment System for Post-Stroke Manual Dexterity Using Principal Component Analysis and Logistic Regression,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 27, issue 8, pp. 1626–1634, August 2019. (SCI)
    17. Bor-Shing Lin, I-Jung Lee, Pei-Ying Chiang, Shih-Yuan Huang, and Chih-Wei Peng*, “A Modular Data Glove System for Finger and Hand Motion Capture Based on Inertial Sensors,” Journal of Medical and Biological Engineering, pp. 1–9, June 2018. (SCI)
    18. Bor-Shing Lin, I-Jung Lee, Shu-Yu Yang, Yi-Chiang Lo, Junghsi Lee, and Jean-Lon Chen*, “Design of Inertial-sensor-based Data Glove for Hand Function Evaluation,” Sensors, vol. 18, issue 5, article 1545, pp. 1–18, May 2018. (SCIE)
    19. Bor-Shing Lin*, Pei-Chi Hsiao, Shu-Yu Yang, Che-Shih Su, and I-Jung Lee, “Data Glove System Embedded with Inertial Measurement Units for Hand Function Evaluation in Stroke Patients,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 25, no. 11, pp. 2204–2213, November 2017. (SCI)
    20. Bor-Shing Lin, Pei-Chi Hsiao, Po-Hsun Cheng, I-Jung Lee*, and Gene Eu Jan, “Design and Implementation of a Set-top Box Based Homecare System Using Hybrid-cloud,” Telemedicine and e-Health, vol. 21, no. 11, pp. 916–922, November 2015. (SCI)

    Journal (Chinese)

    1. 林伯星*, 李依蓉, “設計與實作一基於混合雲架構於機上盒的銀髮族家庭健康照護系統”, 福祉科技與服務管理學刊, vol. 2, no. 3, pp. 237-242, December 2014.

    Book Chapter

    1. Bor-Shing Lin*, Yu-Syuan Lin, I-Jung Lee, and Bor-Shyh Lin, “A Real-time Missing Data Recovery Method Using Recurrent Neural Network for Multiple Transmissions,” Smart Innovation, Systems and Technologies 109, pp.99–107, 2019.

    Conference Papers

    1. Bor-Shing Lin, I-Jung Lee*, Pei-Chi Hsiao, Shu-Yu Yang, and Bor-Shyh Lin, “Manual Dexterity Assessment for Stroke Patients by Using Fuzzy C-Means Clustering Algorithm,” Proc. of 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’19), Berlin, Germany, July 23-27, 2019. (Poster presentation)
    2. Bor-Shing Lin*, Yu-Syuan Lin, I-Jung Lee, and Bor-Shyh Lin, “A Real-time Missing Data Recovery Method Using Recurrent Neural Network for Multiple Transmissions,” Proc. of 14th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2018), Sendai, Japan, 26-28 November 2018.
    3. Pei-Chi Hsiao, Shu-Yu Yang, Bor-Shing Lin, I-Jung Lee*, and Willy Chou, “Data Glove Embedded with 9-Axis IMU and Force Sensing Sensors for Evaluation of Hand Function,” Proc. of 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’15), Milan, Italy, 25-29 August 2015, pp. 4631-4634.
    4. Bor-Shing Lin*, I-Jung Lee, Pei-Chi Hsiao, I-Jung Lee, Shu-Yu Yang, and Willy Chou, ” Data Glove Embedded with 6-DOF Inertial Sensors for Hand Rehabilitation,” in Proc. of the Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2014), Kitakyushu, Japan, August 27-29, 2014, pp. 25-28.
    5. I-Jung Lee*, Bor-Shing Lin, Chih-Yi Chen, Gene Eu Jan, Po-Hsun Cheng, “A Ubiquitous Healthcare System Based on Hybrid Cloud and HL7/XML Standards,” in Proc. of Asia-Pacific HL7 Conference 2013 (APHC 2013), Taipei, Taiwan, 25-26 October 2013, pp. 1-6.

    Patents

    1. Bor-Shing Lin, Che-Shih Su, and I-Jung Lee, “System and method for evaluating the quality of joint mobility,” Taiwan Patent TW I581757 B, May 11, 2017.

    Honors

    1. Honorary Membership, The Phi Tau Phi Scholastic Honor Society of the R.O.C., June 2023
    2. The Digital Sustainability Division of the Intelligent Innovation and Interdisciplinary Creation Contest, The Third Place, Ministry of Education, Taiwan, December 2022
    3. Biomedical Engineering Creative Competition, Honorable Mention Award, Taipei Medical University, Taiwan, October 2022
    4. Coding Contest for Application of Artificial Intelligence, The High Distinction Award, Taipei Medical University, Taiwan, July 2022
    5. Excellent Teaching Assistant, National Taipei University, Taiwan, March 2019
    6. The Mrs. Cheng Chun-Chih Scholarship, National Taipei University, Taiwan, December 2018
    7. Excellent Teaching Assistant, National Taipei University, Taiwan, March 2018
    8. Annual Meeting of Taiwanese Society of Biomedical Engineering, Best Student Paper Award, Ministry of Science and Technology, Taiwan, November 2017
    9. Biomedical Engineering Creative Competition, Honorable Mention Award, Taipei Medical University, Taiwan, August 2016
    10. Coding Contest in Cross-Strait Research Forum, Champion Award, The Hong Kong Polytechnic University, Hong Kong, July 2016
    11. Excellent Teaching Assistant “Computer Programming”, National Taipei University, Taiwan, March 2017
    12. Senior Project Contest, Honorable Mention Award, National Taipei University, Taiwan, June 2013
    13. Presidential Award, National Taipei University, Taiwan, September 2012
    14. Presidential Award, National Taipei University, Taiwan, November 2011
    15. Presidential Award, National Taipei University, Taiwan, March 2011

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