{"id":4499,"date":"2021-03-22T14:43:36","date_gmt":"2021-03-22T06:43:36","guid":{"rendered":"https:\/\/www.yuhsuanlinlab.app\/?page_id=4499"},"modified":"2024-12-23T10:02:09","modified_gmt":"2024-12-23T02:02:09","slug":"hsiang-chih-chang","status":"publish","type":"page","link":"https:\/\/www.yuhsuanlinlab.app\/?page_id=4499","title":{"rendered":"Hsiang-Chih Chang"},"content":{"rendered":"\t\t
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Hsiang-Chih Chang<\/b><\/font><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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<\/span><\/p>

Education<\/strong><\/p>

Ph. D. in Department of Electrical Engineering, National Central University, 2013
M. S. in Department of Electrical Engineering, National Central University, 2008
B. S. in Department of Electronic Engineering, Chung Yuan Christian University, 2006<\/p>

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Experience<\/strong><\/p>

Postdoctoral research in Research and Development Division, National Central University<\/p>

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\u00a0<\/strong><\/p>

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Duties in Digital Biomarkers Lab<\/strong>
Project management, programming development, data analysis, technology transfer of research results, and industry-academia collaboration<\/span><\/p>

\u00a0<\/strong><\/p>

Highlights of Qualifications<\/strong><\/p>

Signal analysis, Machine learning, Program Design, Wearable medical devices<\/p>

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Publication<\/strong><\/p>

  1. Chuang, H. H., Lin, Y. H., Lee, L. A., Chang, H. C<\/strong>., She, G. J., & Lin, C. (2024). The optimal measurement period of actigraphy for circadian rhythm in relation to adiposity: A retrospective case-control study. Sleep medicine, 122, 1\u20137. https:\/\/doi.org\/10.1016\/j.sleep.2024.07.025<\/a><\/span><\/p><\/li>

  2. Liang, H. W., Wu, C. H., Lin, C., Chang, H. C<\/strong>., Lin, Y. H., Chen, S. Y., & Hsu, W. C. (2024). Rest-Activity Rhythm Differences in Acute Rehabilitation Between Poststroke Patients and Non-Brain Disease Controls: Comparative Study. Journal of medical Internet research, 26, e49530. https:\/\/doi.org\/10.2196\/49530<\/span><\/p><\/li>

  3. Chen, H. H., Lin, C., Chang, H. C<\/strong>., Chang, J. H., Chuang, H. H., & Lin, Y. H. (2024). Developing Methods for Assessing Mental Activity Using Human-Smartphone Interactions: Comparative Analysis of Activity Levels and Phase Patterns in General Mental Activities, Working Mental Activities, and Physical Activities. Journal of medical Internet research, 26, e56144. https:\/\/doi.org\/10.2196\/56144<\/span><\/p><\/li>

  4. Chuang, H. H., Lin, C., Lee, L. A., Chang, H. C<\/strong>., She, G. J., & Lin, Y. H. (2024). Comparing Human-Smartphone Interactions and Actigraphy Measurements for Circadian Rhythm Stability and Adiposity: Algorithm Development and Validation Study. Journal of medical Internet research, 26, e50149. https:\/\/doi.org\/10.2196\/50149<\/span><\/p><\/li>

  5. Tseng, C. H., Lin, C., Chang, H. C<\/strong>., Liu, C. C., Serafico, B. M. F., Wu, L. C., … & Lo, M. T. (2019). Cloud-based artificial intelligence system for large-scale arrhythmia screening. Computer, 52(11), 40-51.<\/p><\/li>

  6. Lin, C. Y., Silberbauer, J., Lin, Y. J., Lo, M. T., Lin, C., Chang, H. C<\/strong>., Chang, S. L., Lo, L. W., Hu, Y. F., Chung, F. P., Liao, J. N., Chen, Y. Y., Chiou, C. W., Chen, S. A., & Della Bella, P. (2016). Simultaneous Amplitude Frequency Electrogram Transformation (SAFE-T) Mapping to Identify Ventricular Tachycardia Arrhythmogenic Potentials in Sinus Rhythm. JACC. Clinical electrophysiology, 2(4), 459\u2013470. https:\/\/doi.org\/10.1016\/j.jacep.2016.01.013<\/span><\/p><\/li>

  7. Hsu, H. T., Lee, I. H., Tsai, H. T., Chang, H. C<\/strong>., Shyu, K. K., Hsu, C. C., Chang, H. H., Yeh, T. K., Chang, C. Y., & Lee, P. L. (2016). Evaluate the Feasibility of Using Frontal SSVEP to Implement an SSVEP-Based BCI in Young, Elderly and ALS Groups. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, 24(5), 603\u2013615. https:\/\/doi.org\/10.1109\/TNSRE.2015.2496184<\/span><\/p><\/li>

  8. Chang, H. C<\/strong>., Lee, P. L., Lo, M. T., Wu, Y. T., Wang, K. W., & Lan, G. Y. (2013). Inter-trial analysis of post-movement Beta activities in EEG signals using multivariate empirical mode decomposition. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, 21(4), 607\u2013615. https:\/\/doi.org\/10.1109\/TNSRE.2013.2258940<\/span><\/p><\/li>

  9. Lee, P. L., Chang, H. C<\/strong>., Hsieh, T. Y., Deng, H. T., & Sun, C. W. (2012). A brain-wave-actuated small robot car using ensemble empirical mode decomposition-based approach. IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, 42(5), 1053-1064.<\/p><\/li>

  10. Chang, H. C<\/strong>., Lee, P. L., Lo, M. T., Lee, I. H., Yeh, T. K., & Chang, C. Y. (2012). Independence of amplitude-frequency and phase calibrations in an SSVEP-based BCI using stepping delay flickering sequences. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, 20(3), 305\u2013312. https:\/\/doi.org\/10.1109\/TNSRE.2011.2180925<\/span><\/p><\/li>

  11. Wu, H. Y., Lee, P. L., Chang, H. C<\/strong>., & Hsieh, J. C. (2011). Accounting for phase drifts in SSVEP-based BCIs by means of biphasic stimulation. IEEE Transactions on Biomedical Engineering, 58(5), 1394\u20131402.
    https:\/\/doi.org\/10.1109\/TBME.2010.2102757<\/span><\/p><\/li>

  12. Wu, C. H., Chang, H. C<\/strong>., Lee, P. L., Li, K. S., Sie, J. J., Sun, C. W., Yang, C. Y., Li, P. H., Deng, H. T., & Shyu, K. K. (2011). Frequency recognition in an SSVEP-based brain computer interface using empirical mode decomposition and refined generalized zero-crossing. Journal of neuroscience methods, 196(1), 170\u2013181. https:\/\/doi.org\/10.1016\/j.jneumeth.2010.12.014<\/span><\/p><\/li>

  13. Yeh, C. L., Chang, H. C<\/strong>., Wu, C. H., & Lee, P. L. (2010). Extraction of single-trial cortical beta oscillatory activities in EEG signals using empirical mode decomposition. Biomedical engineering online, 9, 25. https:\/\/doi.org\/10.1186\/1475-925X-9-25<\/a><\/span><\/p><\/li><\/ol><\/div>


    Email<\/strong><\/p>

    box@nhri.edu.tw<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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    <\/div>
    Hsiang-Chih Chang<\/b><\/div>
    Postdoctoral Fellow <\/span><\/div><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

    Hsiang-Chih Chang Education Ph. D. in Department of Electrical Engineering, National Central University, 2013 M. S. in Department of Electrical Engineering, National Central University, 2008 B. S. in Department of Electronic Engineering, Chung Yuan Christian University, 2006 Experience Postdoctoral research in Research and Development Division, National Central University \u00a0 Duties […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/template-pagebuilder-full-width.php","meta":{"_ti_tpc_template_sync":false,"_ti_tpc_template_id":"","footnotes":""},"_links":{"self":[{"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=\/wp\/v2\/pages\/4499"}],"collection":[{"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4499"}],"version-history":[{"count":22,"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=\/wp\/v2\/pages\/4499\/revisions"}],"predecessor-version":[{"id":9409,"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=\/wp\/v2\/pages\/4499\/revisions\/9409"}],"wp:attachment":[{"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4499"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}