{"id":74,"date":"2021-03-14T00:26:59","date_gmt":"2021-03-13T16:26:59","guid":{"rendered":"https:\/\/www.ee.nthu.edu.tw\/yhhuang_lab\/wordpress\/?page_id=74"},"modified":"2024-09-13T15:48:28","modified_gmt":"2024-09-13T07:48:28","slug":"biomedical-ai-signal-processing-systems","status":"publish","type":"page","link":"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/biomedical-ai-signal-processing-systems\/","title":{"rendered":"Biomedical AI Signal Processing Systems"},"content":{"rendered":"\n<h3 class=\"has-text-align-left\"><u><strong>Sleep Apnea Syndrome Signal Processing and Artificial Intelligence Homecare System:<\/strong><\/u><\/h3>\n\n\n\n<p>Sleep apnea syndrome (SAS, \u7761\u7720\u547c\u5438\u4e2d\u6b62\u75c7) is a popular but easily-ignored disease for modern people. Traditional polysomnography (PSG) examination is labor-intensive SAS diagnosis method and the wearing devices of the PSG are complicated and uncomfortable. This research project cooperates with Prof. Po-Chiun Huang and Prof. Hsi-Pin Ma of NTHU EE, Doctor Yu-Lun Lo of Linkou Chang Gung Memorial Hospital, and Prof. Hau-Tieng Wu of Duke University, USA. This research develops a wearable 3D accelerometer\/SpO2\/ECG device as IoT Sensors and designs sleep-apnea event detection\/classification\/analysis algorithms on the Cloud AI computing Server for Tele-homecare monitoring systems.<\/p>\n\n\n\n<p>Research topics : Fused detection of sleep apnea by 3D acceleromenter and ECG signals, Sensor IoT and Cloud AI analysis for SAS homecar systems.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" width=\"572\" height=\"203\" src=\"https:\/\/www.ee.nthu.edu.tw\/yhhuang_lab\/wp-content\/uploads\/2021\/03\/BioDSP14.jpg\" alt=\"\" class=\"wp-image-75\" srcset=\"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-content\/uploads\/2021\/03\/BioDSP14.jpg 572w, https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-content\/uploads\/2021\/03\/BioDSP14-300x106.jpg 300w\" sizes=\"(max-width: 572px) 100vw, 572px\" \/><figcaption><em>3D accelerometer sensing system<\/em><\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" width=\"498\" height=\"459\" src=\"https:\/\/www.ee.nthu.edu.tw\/yhhuang_lab\/wp-content\/uploads\/2021\/03\/BioDSP15.jpg\" alt=\"\" class=\"wp-image-76\" srcset=\"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-content\/uploads\/2021\/03\/BioDSP15.jpg 498w, https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-content\/uploads\/2021\/03\/BioDSP15-300x277.jpg 300w\" sizes=\"(max-width: 498px) 100vw, 498px\" \/><figcaption><em>Sleep Apnea detection algorithm&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<\/em><\/figcaption><\/figure><\/div>\n\n\n\n<ol><li>Yin-Yan Lin, Hau-tieng Wu, Chi-An Hsu, Po-Chiun Huang, Yuan-Hao Huang, and Yu-Lun Lo, \u201cSleep Apnea Detection Based on Thoracic and Abdominal Movement Signals of Wearable Piezo-Electric Bands, \u201c IEEE Journal of Biomedical and Health Informatics, vol. 21, no. 6, pp.1533-1545, Dec. 2017.<\/li><li>Hau-tieng Wu, Jhao-Chen Wu, Po-Chun Huang, Ting-Yu Lin, Tsai_Yu Wang, Yuan-Hao Huang, and Yu-Lun Lo, \u201cPhenotype-Based and Self-Learning Inter-Individual Sleep Apnea Screening With a Level IV-Like Monitoring System,\u201d Frontier Physiology, Computational Physiology and Medicine, https:\/\/doi.org\/10.3389\/fphys.2018.00723, 02 July, 2018.<\/li><li>Hung-Chi Chang, Hau-Tieng Wu, Po-Chiun Huang, Hsi-Pin Ma, Yu-Lun Lo, and Yuan-Hao Huang, \u201cPortable Sleep Apnea Syndrome Screening and Event Detection Using Long Short-Term Memory Recurrent Neural Network\u201c, Sensors, Vol. 20, no. 21, http:\/\/doi\/org\/10.3390\/s20216067, 25 Oct. 2020.<\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Sleep Apnea Syndrome Signal Processing and Artificial I [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-json\/wp\/v2\/pages\/74"}],"collection":[{"href":"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-json\/wp\/v2\/comments?post=74"}],"version-history":[{"count":7,"href":"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-json\/wp\/v2\/pages\/74\/revisions"}],"predecessor-version":[{"id":336,"href":"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-json\/wp\/v2\/pages\/74\/revisions\/336"}],"wp:attachment":[{"href":"https:\/\/www.ee.nthu.edu.tw\/~yhhuang\/wp-json\/wp\/v2\/media?parent=74"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}