{"id":8984,"date":"2024-11-29T16:51:55","date_gmt":"2024-11-29T08:51:55","guid":{"rendered":"https:\/\/www.yuhsuanlinlab.app\/?page_id=8984"},"modified":"2024-12-24T16:46:52","modified_gmt":"2024-12-24T08:46:52","slug":"digital-biomarkers-lab_en","status":"publish","type":"page","link":"https:\/\/www.yuhsuanlinlab.app\/","title":{"rendered":"Digital biomarkers lab_EN"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8984\" class=\"elementor elementor-8984\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6270ada6 elementor-section-height-min-height animated-fast elementor-section-boxed elementor-section-height-default elementor-section-items-middle elementor-invisible\" data-id=\"6270ada6\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7e35d8b\" data-id=\"7e35d8b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\r\n\t\t<div class=\"elementor-element elementor-element-17405a6 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"17405a6\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\"><div style=\"font-family:Microsoft JhengHei\"><span style=\"font-family: Montserrat;\">Digital Biomarkers Lab<\/span><br><\/div><\/h1>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-89bdda2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"89bdda2\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-52ee2e5\" data-id=\"52ee2e5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-47890f3 elementor-widget elementor-widget-spacer\" data-id=\"47890f3\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b062cb elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"4b062cb\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=1680\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"750\" height=\"750\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/06\/YH3-1-1024x1024.jpg\" class=\"attachment-large size-large wp-image-2637\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/06\/YH3-1-1024x1024.jpg 1024w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/06\/YH3-1-150x150.jpg 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/06\/YH3-1-300x300.jpg 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/06\/YH3-1-768x768.jpg 768w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/06\/YH3-1-350x350.jpg 350w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/06\/YH3-1.jpg 1124w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-eb7e05c\" data-id=\"eb7e05c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4daf43d elementor-widget elementor-widget-spacer\" data-id=\"4daf43d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81c2bc4 elementor-widget elementor-widget-text-editor\" data-id=\"81c2bc4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>We are the research team of<span style=\"color: #33cccc;\"><a href=\"http:\/\/Yu-Hsuan Lin M.D. Ph.D.\" data-wplink-url-error=\"true\" style=\"color: #33cccc;\"> Dr. Lin Yu-Hsuan<\/a> <\/span>from the<span style=\"color: #33cccc;\"><a href=\"https:\/\/www.nhri.edu.tw\/eng\/\" style=\"color: #33cccc;\"> National Health Research Institutes<\/a><\/span>.<\/p><p>Our team utilizes the &#8220;digital footprint&#8221; of smartphones to obtain valuable information from passive data records of human behavior, aiming to more accurately, instantly, and continuously quantify individual psychology and behavior in everyday environments. In the future, in addition to interpreting human psychology and behavior, it is also committed to real-time, intensive, and personalized behavioral intervention and treatment.<\/p><p>We independently developed three mobile applications as below.<\/p><p>Based on behavioral pattern research using passive smartphone data, these apps collect and analyze smartphone data to understand three common daily behaviors of humans: smartphone use, sleep, and work.<\/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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e17fc0e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e17fc0e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-19d30ae\" data-id=\"19d30ae\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b84f927 elementor-widget elementor-widget-spacer\" data-id=\"b84f927\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7310c2 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"a7310c2\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><font face=\"Microsoft JhengHei\"><b>Research<\/b><\/font><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35273f3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"35273f3\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-13e6ad5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"13e6ad5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-6e10274\" data-id=\"6e10274\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cf38819 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"cf38819\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=1701\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Internet-Addiction-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-936\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Internet-Addiction-150x150.png 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Internet-Addiction-300x300.png 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/elementor\/thumbs\/Internet-Addiction-o3tqeh3mmcd6od6578l0p5k690tvi8gqozaz0calzk.png 200w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Internet-Addiction.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c124fb elementor-widget elementor-widget-heading\" data-id=\"9c124fb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.yuhsuanlinlab.app\/Internet-Addiction-tw\/\"><font face=\"Microsoft JhengHei\"><b>Internet Addiction<\/b><\/font><\/a><\/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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-0de8e91\" data-id=\"0de8e91\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-085e93b elementor-invisible elementor-widget elementor-widget-image\" data-id=\"085e93b\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=1699\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Burn-Out-Research-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-937\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Burn-Out-Research-150x150.png 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Burn-Out-Research-300x300.png 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Burn-Out-Research-768x768.png 768w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Burn-Out-Research-1024x1024.png 1024w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Burn-Out-Research.png 1667w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61b3c3b elementor-widget elementor-widget-heading\" data-id=\"61b3c3b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.yuhsuanlinlab.app\/Burnout-Research-tw\/\"><font face=\"Microsoft JhengHei\"><b>Overworked<\/b><\/font><\/a><\/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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-c418577\" data-id=\"c418577\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-675907e elementor-widget elementor-widget-image\" data-id=\"675907e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=8824\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/elementor\/thumbs\/Rhythm-icon-e1730711134668-qwk02486ix5zep8bf504ek62d3zz8q0ivp81gtlsq4.png\" title=\"Rhythm icon\" alt=\"Rhythm icon\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c61642 elementor-widget elementor-widget-heading\" data-id=\"9c61642\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=8267&#038;lang=zh\"><font face=\"Microsoft JhengHei\"><b>Rhythm<\/b><\/font><\/a><\/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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-67655cf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67655cf\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-c44a035\" data-id=\"c44a035\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e1c30f3 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"e1c30f3\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=1695\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Sleep-Medicine-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-941\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Sleep-Medicine-150x150.png 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Sleep-Medicine-300x300.png 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/elementor\/thumbs\/Sleep-Medicine-o3tqlwzmq4jwl8d0qydoxryjju5hfz08pt8cs79eq8.png 200w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Sleep-Medicine.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67aa036 elementor-widget elementor-widget-heading\" data-id=\"67aa036\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.yuhsuanlinlab.app\/Sleep-Medicine-tw\/\"><font face=\"Microsoft JhengHei\"><b>Sleep Medicine<\/b><\/font><\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56cc80b elementor-invisible elementor-widget elementor-widget-image\" data-id=\"56cc80b\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=1691\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Drug-Abuse-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-940\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Drug-Abuse-150x150.png 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Drug-Abuse-300x300.png 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/elementor\/thumbs\/Drug-Abuse-o3tqkx9rif70c1swjixvb0z0z71jbh2fwwfwjoqdao.png 200w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Drug-Abuse.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1294277 elementor-widget elementor-widget-heading\" data-id=\"1294277\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.yuhsuanlinlab.app\/Sleep-Medicine-tw\/\">Psychiatry<\/a><\/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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-5a4e7d1\" data-id=\"5a4e7d1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2fa13f0 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"2fa13f0\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=1693\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Heart-Rate-Variability-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-942\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Heart-Rate-Variability-150x150.png 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Heart-Rate-Variability-300x300.png 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Heart-Rate-Variability.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6b5900 elementor-widget elementor-widget-heading\" data-id=\"f6b5900\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.yuhsuanlinlab.app\/HRV-tw\/\"><font face=\"Microsoft JhengHei\"><b>Heart Rate Variability<\/b><\/font><\/a><\/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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-df56156\" data-id=\"df56156\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2e1c94e elementor-invisible elementor-widget elementor-widget-image\" data-id=\"2e1c94e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=9234\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Miscellaneous-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-938\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Miscellaneous-150x150.png 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Miscellaneous-300x300.png 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/elementor\/thumbs\/Miscellaneous-o3tqgfliux1ov4bqrl21e5rqsx6ejj8lyo8e03e30w.png 200w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/02\/Miscellaneous.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37c84a9 elementor-widget elementor-widget-heading\" data-id=\"37c84a9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.yuhsuanlinlab.app\/Others-tw\/\"><font face=\"Microsoft JhengHei\"><b>Covid-19<\/b><\/font><\/a><\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-46a5115 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"46a5115\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e7d6363\" data-id=\"e7d6363\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c2c38c3 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"c2c38c3\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><font face=\"Microsoft JhengHei\"><b>Applications<\/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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-26b8ccf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"26b8ccf\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-d70eb38\" data-id=\"d70eb38\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0a3385f elementor-invisible elementor-widget elementor-widget-image\" data-id=\"0a3385f\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=1712\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/KAicon-01-1-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-3009\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/KAicon-01-1-150x150.png 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/KAicon-01-1-300x300.png 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/KAicon-01-1-350x350.png 350w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/KAicon-01-1.png 512w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbfa0c4 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"fbfa0c4\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><div style=\"font-family: Microsoft JhengHei;\">Know Addiction<span style=\"font-family: Montserrat;\"><\/span><\/div><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2343e0 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"f2343e0\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><div style=\"font-family: 'Microsoft JhengHei'; font-size: 16px; color: #000000; text-align: center;\"><strong>Accurate Calculation of <\/strong><\/div><div style=\"font-family: 'Microsoft JhengHei'; font-size: 16px; color: #000000; text-align: center;\"><strong>Smartphone Usage Time<\/strong><span style=\"color: rgb(0, 0, 0); font-family: Montserrat; font-size: 1px; font-weight: 300; white-space: pre-wrap; text-align: center; background-color: rgb(255, 255, 255); display: inline !important; float: none;\"><\/span><\/div><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79464ee animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"79464ee\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Recording the phone&#8217;s screen on and off, estimating the frequency and duration of a person\u2019s daily smartphone usage<\/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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-7a7d5be\" data-id=\"7a7d5be\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-97d6892 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"97d6892\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=8824\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/icon02-01-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-2986\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/icon02-01-150x150.png 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/icon02-01-300x300.png 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/icon02-01-350x350.png 350w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2019\/12\/icon02-01.png 512w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bb348e elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"9bb348e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><div style=\"font-family: Microsoft JhengHei;\">Rhythm<\/div><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9e6ebc elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"e9e6ebc\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><div style=\"font-family: 'Microsoft JhengHei'; font-size: 16px; color: #000000; text-align: center;\"><strong>Automated Sleep Tracking<\/strong><span style=\"font-family: Montserrat; font-size: 29px;\"><\/span><\/div><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43d84a6 animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"43d84a6\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div style=\"font-family: 'Microsoft JhengHei'; font-size: 16px; color: #000000; text-align: left;\">Automatically estimates sleep duration and stability based on smartphone usage behavior.<\/div>\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-8acd284\" data-id=\"8acd284\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0898cd8 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"0898cd8\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.yuhsuanlinlab.app\/?page_id=1716\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2018\/12\/icon-1024-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-220\" alt=\"\" srcset=\"https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2018\/12\/icon-1024-150x150.jpg 150w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2018\/12\/icon-1024-300x300.jpg 300w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2018\/12\/icon-1024-768x768.jpg 768w, https:\/\/www.yuhsuanlinlab.app\/wp-content\/uploads\/2018\/12\/icon-1024.jpg 1024w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99bdd03 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"99bdd03\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><div style=\"font-family: Microsoft JhengHei;\">Work Hour Tracker<\/div><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f989d0d elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"f989d0d\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\"><div style=\"font-family: 'Microsoft JhengHei'; font-size: 16px; color: #000000; text-align: center;\"><strong>Automated Work Hour Recording<\/strong><span style=\"font-family: Montserrat; font-size: 29px;\"><\/span><\/div><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4610b6 animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"d4610b6\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div style=\"font-family: 'Microsoft JhengHei'; font-size: 16px; color: #000000; text-align: left;\">Using the phone\u2019s GPS and human-machine interaction data, it calculates work hours with minimal battery consumption through AI-driven automation.<\/div>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Digital Biomarkers Lab We are the research team of Dr. Lin Yu-Hsuan from the National Health Research Institutes. Our team utilizes the &#8220;digital footprint&#8221; of smartphones to obtain valuable information from passive data records of human behavior, aiming to more accurately, instantly, and continuously quantify individual psychology and behavior in [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1422,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","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\/8984"}],"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=8984"}],"version-history":[{"count":20,"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=\/wp\/v2\/pages\/8984\/revisions"}],"predecessor-version":[{"id":9474,"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=\/wp\/v2\/pages\/8984\/revisions\/9474"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=\/wp\/v2\/media\/1422"}],"wp:attachment":[{"href":"https:\/\/www.yuhsuanlinlab.app\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8984"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}