{"id":1154,"date":"2018-09-05T22:45:00","date_gmt":"2018-09-05T22:45:00","guid":{"rendered":"https:\/\/flex-main.lndo.site\/resources\/how-data-and-artificial-intelligence-can-help-improve-healthcare"},"modified":"2023-03-24T23:39:59","modified_gmt":"2023-03-24T23:39:59","slug":"how-data-and-artificial-intelligence-can-help-improve-healthcare","status":"publish","type":"resource","link":"https:\/\/flex.com\/zh\/resources\/how-data-and-artificial-intelligence-can-help-improve-healthcare","title":{"rendered":"\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u5e2e\u52a9\u6539\u5584\u533b\u7597\u9886\u57df"},"content":{"rendered":"<div id=\"overscroll-top\" style=\"background-color: #eaeef4;\"><\/div>\n<div class=\"resource-header block\">\n\t<div class=\"container\">\n\t\t<div class=\"breadcrumb\">\n\t\t\t<a title=\"Homepage\" href=\"\/\">Flex<\/a>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\"><path d=\"M365.3 256l-22.6 22.6-192 192L128 493.3 82.7 448l22.6-22.6L274.7 256 105.4 86.6 82.7 64 128 18.7l22.6 22.6 192 192L365.3 256z\"\/><\/svg>\n\t\t\t<a title=\"Resources\" href=\"\/resources\">Resources<\/a>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\"><path d=\"M365.3 256l-22.6 22.6-192 192L128 493.3 82.7 448l22.6-22.6L274.7 256 105.4 86.6 82.7 64 128 18.7l22.6 22.6 192 192L365.3 256z\"\/><\/svg>\n\t\t\t<a title=\"How data and artificial intelligence can help improve healthcare\">How data and artificial intelligence can help improve healthcare<\/a>\n\t\t<\/div>\n\t\t<h1>How data and artificial intelligence can help improve healthcare<\/h1>\n\t\t\t\t<div class=\"separator\"><\/div>\n\t\t<div class=\"details\">\n\t\t\t\t\t\t\t\t\t<div class=\"date detail\">\n\t\t\t\tPosted on<br>\n\t\t\t\t5 9 \u6708, 2018\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"categories\">\n\t\t\t\t<div class=\"categories-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"cat-tag\">Blog<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"cat-tag\" data-cat-level=\"2\" data-destination=\"\/industries\/healthcare#resources\" href=\"\/industries\/healthcare#resources\">Healthcare<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n\n\n\n<div class=\"sidebar block normal-sidebar\">\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\n<p>Unlocking patterns and trends in medical data will be integral to solving healthcare\u2019s most pressing problems in predictive and preventative care. In 1854, Dr. John Snow mapped hundreds of homes in London to determine that the cholera outbreak originated at a single water pump. Dr. Snow\u2019s work was the birth of modern medical data analysis.<\/p>\n\n\n\n<p>Coupling those analytics with artificial intelligence, wearable medical devices, cloud computing, and aggregated and integrated patient data will soon provide you with real-time knowledge to improve patient care and outcomes at the individual and macro-levels of society.&nbsp;&nbsp;<\/p>\n\n\n<div id=\"id_69e760b12c422\" class=\"media block\">\n\t<div class=\"container media-center \">\n\t\t<div class=\"media\" style=\"left: 0px; min-width: 100%; max-width: 100%;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"image none\">\n\t\t\t\t\t\t\t<img decoding=\"async\" alt=\"How data and artificial intelligence can help improve healthcare\" src=\"https:\/\/flex.com\/wp-content\/uploads\/2022\/11\/how-data-and-artificial-intelligence-can-help-improve-healthcare-0.jpg\" title=\"\">\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\n\t<script>\n\t(function () {\n\t\tlet hasRun_id_69e760b12c422 = false;\n\t\tfunction updateVideoDisplay_id_69e760b12c422() {\n\t\t\tconst youtubeVideoId = \"\";\n\t\t\tconst bynderID = \"\";\n\t\t\tconst mediaType = \"image\";\n\t\t\tconst mediaVideoElement = document.getElementById('media-video-id_69e760b12c422');\n\t\t\tconst bodyClass = document.body.className || '';\n\t\t\tconst match = bodyClass.match(\/translatepress-([a-z]{2})(?:_[A-Z]{2})?\/i);\n\t\t\tconst currentLanguage = match ? match[1].toLowerCase() : 'en';\n\t\t\tconst isChineseLang = currentLanguage === 'zh';\n\t\t\tconsole.log('isChineseLang:', isChineseLang);\n\t\t\tconsole.log('Language detected:', currentLanguage);\n\t\t\tconst isValidYouTube = youtubeVideoId && \/^[A-Za-z0-9_-]{11}$\/.test(youtubeVideoId);\n\t\t\t\n\t\t\tif (!mediaVideoElement || mediaType !== \"video\") return;\n\t\t\tmediaVideoElement.innerHTML = ''; \/\/ Clear existing content\n\t\t\t\n\t\t\tlet videoSourceClass = 'fallback-error';\n\t\t\t\n\t\t\tif (isChineseLang) {\n\t\t\t\tif (bynderID) {\n\t\t\t\t\tvideoSourceClass = 'bynder';\n\t\t\t\t}\n\t\t\t} else {\n\t\t\t\tif (isValidYouTube) {\n\t\t\t\t\tvideoSourceClass = 'youtube';\n\t\t\t\t} else if (bynderID) {\n\t\t\t\t\tvideoSourceClass = 'bynder';\n\t\t\t\t}\n\t\t\t}\n\t\t\t\n\t\t\t\/\/ Apply layout class (used in SCSS)\n\t\t\tmediaVideoElement.className = 'video ' + videoSourceClass;\n\t\t\n\t\t\t\/\/ CASE: Chinese language\n\t\t\tif (isChineseLang) {\n\t\t\t\tif (bynderID) {\n\t\t\t\t\t\/\/ Load Bynder\n\t\t\t\t\tif (!document.getElementById('bynder-widgets-js')) {\n\t\t\t\t\t\tconst script = document.createElement('script');\n\t\t\t\t\t\tscript.src = 'https:\/\/d8ejoa1fys2rk.cloudfront.net\/bynder-embed\/latest\/bynder-embed.js';\n\t\t\t\t\t\tscript.id = 'bynder-widgets-js';\n\t\t\t\t\t\tscript.setAttribute('data-account-url', 'https:\/\/brandcenter.flex.com');\n\t\t\t\t\t\tscript.setAttribute('data-language', 'zh');\n\t\t\t\t\t\tdocument.body.appendChild(script);\n\t\t\t\t\t}\n\t\t\n\t\t\t\t\tconst bynderDiv = document.createElement('div');\n\t\t\t\t\tbynderDiv.id = 'bynder-id_69e760b12c422';\n\t\t\t\t\tbynderDiv.className = 'video-bynder';\n\t\t\t\t\tbynderDiv.setAttribute('data-bynder-widget', 'video-item');\n\t\t\t\t\tbynderDiv.setAttribute('data-media-id', bynderID);\n\t\t\t\t\tmediaVideoElement.appendChild(bynderDiv);\n\t\t\n\t\t\t\t\tsetTimeout(() => {\n\t\t\t\t\t\tif (typeof BynderEmbed !== 'undefined' && typeof BynderEmbed.load === 'function') {\n\t\t\t\t\t\t\tBynderEmbed.load();\n\t\t\t\t\t\t}\n\t\t\t\t\t}, 500);\n\t\t\t\t} else {\n\t\t\t\t\t\/\/ No Bynder = error (even if YouTube is valid)\n\t\t\t\t\tshowVideoError();\n\t\t\t\t}\n\t\t\n\t\t\t\/\/ CASE: Not Chinese\n\t\t\t} else {\n\t\t\t\tif (isValidYouTube) {\n\t\t\t\t\tconst iframe = document.createElement('iframe');\n\t\t\t\t\tiframe.id = 'youtube-id_69e760b12c422';\n\t\t\t\t\tiframe.className = 'video-youtube';\n\t\t\t\t\tiframe.src = 'https:\/\/www.youtube.com\/embed\/' + youtubeVideoId + '?rel=0';\n\t\t\t\t\tiframe.frameBorder = '0';\n\t\t\t\t\tiframe.playsInline = true;\n\t\t\t\t\tiframe.allow = 'encrypted-media';\n\t\t\t\t\tiframe.allowFullscreen = true;\n\t\t\t\t\tmediaVideoElement.appendChild(iframe);\n\t\t\t\t} else if (bynderID) {\n\t\t\t\t\t\/\/ Load Bynder (fallback if no YouTube)\n\t\t\t\t\tif (!document.getElementById('bynder-widgets-js')) {\n\t\t\t\t\t\tconst script = document.createElement('script');\n\t\t\t\t\t\tscript.src = 'https:\/\/d8ejoa1fys2rk.cloudfront.net\/bynder-embed\/latest\/bynder-embed.js';\n\t\t\t\t\t\tscript.id = 'bynder-widgets-js';\n\t\t\t\t\t\tscript.setAttribute('data-account-url', 'https:\/\/brandcenter.flex.com');\n\t\t\t\t\t\tscript.setAttribute('data-language', currentLanguage);\n\t\t\t\t\t\tdocument.body.appendChild(script);\n\t\t\t\t\t}\n\t\t\n\t\t\t\t\tconst bynderDiv = document.createElement('div');\n\t\t\t\t\tbynderDiv.id = 'bynder-id_69e760b12c422';\n\t\t\t\t\tbynderDiv.className = 'video-bynder';\n\t\t\t\t\tbynderDiv.setAttribute('data-bynder-widget', 'video-item');\n\t\t\t\t\tbynderDiv.setAttribute('data-media-id', bynderID);\n\t\t\t\t\tmediaVideoElement.appendChild(bynderDiv);\n\t\t\n\t\t\t\t\tsetTimeout(() => {\n\t\t\t\t\t\tif (typeof BynderEmbed !== 'undefined' && typeof BynderEmbed.load === 'function') {\n\t\t\t\t\t\t\tBynderEmbed.load();\n\t\t\t\t\t\t}\n\t\t\t\t\t}, 500);\n\t\t\t\t} else {\n\t\t\t\t\t\/\/ No valid YouTube or Bynder = error\n\t\t\t\t\tshowVideoError();\n\t\t\t\t}\n\t\t\t}\n\t\t\n\t\t\tfunction showVideoError() {\n\t\t\t\tconst errorDiv = document.createElement('div');\n\t\t\t\terrorDiv.id = 'video-error-id_69e760b12c422';\n\t\t\t\terrorDiv.className = 'video-error';\n\t\t\t\terrorDiv.innerHTML = `\n\t\t\t\t\t<div>\n\t\t\t\t\t\t<h3>Video Unavailable<\/h3>\n\t\t\t\t\t\t<p>The content you\u2019re seeking is momentarily unavailable. We appreciate your patience and look forward to sharing it with you soon.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t`;\n\t\t\t\tmediaVideoElement.appendChild(errorDiv);\n\t\t\t}\n\t\t}\n\t\t\n\t\tfunction runVideoInjection() {\n\t\t\tif (hasRun_id_69e760b12c422) return;\n\t\t\thasRun_id_69e760b12c422 = true;\n\t\t\tupdateVideoDisplay_id_69e760b12c422();\n\t\t}\n\t\t\n\t\t\/\/ Always run on front-end\n\t\tif (document.readyState === 'loading') {\n\t\t\tdocument.addEventListener('DOMContentLoaded', runVideoInjection);\n\t\t} else {\n\t\t\trunVideoInjection();\n\t\t}\n\t\t\n\t\t\/\/ Also run in editor if available\n\t\tif (typeof wp !== 'undefined' && wp.domReady) {\n\t\t\twp.domReady(runVideoInjection);\n\t\t}\n\t})();\n\t<\/script>\n\t\n\t<script>\n\t\tdocument.addEventListener('DOMContentLoaded', function () {\n\t\t\t\n\t\t\t\/\/ Get the block element by ID\n\t\t\tvar blockElement = document.getElementById(\"id_69e760b12c422\");\n\t\t\tif (!blockElement) return;\n\t\n\t\t\t\/\/ Reveal the block\n\t\t\t(function ($) {\n\t\t\t\tScrollReveal().reveal(blockElement.querySelector(\".container .media\"), {origin: \"bottom\", distance: \"20px\", opacity: 1, duration: 1000});\n\t\t\t\tScrollReveal().reveal(blockElement.querySelector(\".container .content\"), {origin: \"bottom\", distance: \"20px\", opacity: 1, duration: 1000});\n\t\t\t}(jQuery));\n\t\t});\n\t<\/script>\n<\/div>\n\n\n<h2 class=\"has-medium-font-size wp-block-heading\" id=\"h-artificial-intelligence-the-new-doctor-s-assistant\" style=\"font-weight:600\">Artificial Intelligence: the new doctor&#8217;s assistant<\/h2>\n\n\n\n<p>Physicians at the University of Miami Health System are&nbsp;<a href=\"https:\/\/www.leidos.com\/insights\/real-time-predictive-analytics-point-care\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">already using<\/a>&nbsp;predictive analytics software that scans and interprets thousands of patients\u2019 medical records to uncover trends. This approach provides context for an individual\u2019s unique medical history and recommends treatments.<\/p>\n\n\n\n<p>Medical records are just one source of data. Thanks to the rise of connected devices, we can now aggregate and mine vast stores of medical information for new insights.<\/p>\n\n\n\n<h2 class=\"has-medium-font-size wp-block-heading\" id=\"h-five-ways-data-can-improve-healthcare\" style=\"font-weight:600\">Five ways data can improve healthcare<\/h2>\n\n\n<div id=\"id-69e760b136c9f\" class=\"box block content-width dark-content zh \" style=\"background-color: transparent; background-image: none;\">\n\t<style>\n\t\t#id-69e760b136c9f > .container > .content {\n\t\t\tbackground-color: #eaeef4ff;\n\t\t\tposition: relative;\n\t\t\tpadding-top: 48px;\n\t\t\tpadding-right: 60px;\n\t\t\tpadding-bottom: 48px;\n\t\t\tpadding-left: 60px;\n\t\t\tmargin-left: 0px;\n\t\t\tmargin-right: 0px;\n\t\t}\n\t\t@media (max-width: 1272px) {\n\t\t\t#id-69e760b136c9f.box.block.full-width > .container > .content {\n\t\t\t\tpadding-left: 0 !important;\n\t\t\t\tpadding-right: 0 !important;\n\t\t\t\tmargin: 0 !important;\n\t\t\t}\n\t\t}\n\t\t@media (max-width: 960px) {\n\t\t\t#id-69e760b136c9f > .container > .content {\n\t\t\t\t\/\/padding-top: 24px;\n\t\t\t\tpadding-right: 30px;\n\t\t\t\t\/\/padding-bottom: 24px;\n\t\t\t\tpadding-left: 30px;\n\t\t\t}\n\t\t}\n\t<\/style>\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\n<h3 class=\"has-small-font-size wp-block-heading\" id=\"h-1-manage-readmission-rates\"><strong>1. Manage readmission rates<\/strong><\/h3>\n\n\n\n<p>The&nbsp;<a rel=\"noreferrer noopener nofollow\" href=\"https:\/\/healthdataalliance.com\/\" target=\"_blank\">Pittsburgh Health Data Alliance (PHDA)<\/a>, a tri-university collaboration on data-driven healthcare, uses data across multiple patients to target those with the highest risk. They consider social media, medical records, and activity data to understand the behaviors of cancer patients. Artificial intelligence algorithms analyze this data to determine the practices that trigger more readmissions so that researchers can better guide patients towards healthier behaviors.<\/p>\n\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<div class=\"spacer block\" style=\"height: 24px;\">\n\t<\/div>\n\n<div id=\"id-69e760b138f08\" class=\"box block content-width dark-content zh \" style=\"background-color: transparent; background-image: none;\">\n\t<style>\n\t\t#id-69e760b138f08 > .container > .content {\n\t\t\tbackground-color: #eaeef4ff;\n\t\t\tposition: relative;\n\t\t\tpadding-top: 48px;\n\t\t\tpadding-right: 60px;\n\t\t\tpadding-bottom: 48px;\n\t\t\tpadding-left: 60px;\n\t\t\tmargin-left: 0px;\n\t\t\tmargin-right: 0px;\n\t\t}\n\t\t@media (max-width: 1272px) {\n\t\t\t#id-69e760b138f08.box.block.full-width > .container > .content {\n\t\t\t\tpadding-left: 0 !important;\n\t\t\t\tpadding-right: 0 !important;\n\t\t\t\tmargin: 0 !important;\n\t\t\t}\n\t\t}\n\t\t@media (max-width: 960px) {\n\t\t\t#id-69e760b138f08 > .container > .content {\n\t\t\t\t\/\/padding-top: 24px;\n\t\t\t\tpadding-right: 30px;\n\t\t\t\t\/\/padding-bottom: 24px;\n\t\t\t\tpadding-left: 30px;\n\t\t\t}\n\t\t}\n\t<\/style>\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\n<h3 class=\"has-small-font-size wp-block-heading\" id=\"h-2-improve-patient-care\"><strong>2. Improve patient care<\/strong><\/h3>\n\n\n\n<p>Jeffrey Brenner, founder of the Camden Healthcare Coalition, used data analytics to uncover patterns of increased usage of healthcare services concentrated across a small percentage of patients and physical locations.<\/p>\n\n\n\n<p>Similar to Dr. John Snow\u2019s work, Brenner collected data ranging from medical insurance claims to ambulance calls and built a &#8220;<a href=\"https:\/\/www.healthmap.org\/en\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">heatmap<\/a>&#8221; of healthcare costs. He discovered that 1 percent of the patients in the region accounted for 30 percent of the area\u2019s healthcare costs. Working with those patients, Brenner found that they often used expensive emergency room services to treat acute symptoms rather than addressing the more systemic underlying causes. His work improved patient care while reducing healthcare costs for the region.&nbsp;<\/p>\n\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<div class=\"spacer block\" style=\"height: 24px;\">\n\t<\/div>\n\n<div id=\"id-69e760b1398f3\" class=\"box block content-width dark-content zh \" style=\"background-color: transparent; background-image: none;\">\n\t<style>\n\t\t#id-69e760b1398f3 > .container > .content {\n\t\t\tbackground-color: #eaeef4ff;\n\t\t\tposition: relative;\n\t\t\tpadding-top: 48px;\n\t\t\tpadding-right: 60px;\n\t\t\tpadding-bottom: 48px;\n\t\t\tpadding-left: 60px;\n\t\t\tmargin-left: 0px;\n\t\t\tmargin-right: 0px;\n\t\t}\n\t\t@media (max-width: 1272px) {\n\t\t\t#id-69e760b1398f3.box.block.full-width > .container > .content {\n\t\t\t\tpadding-left: 0 !important;\n\t\t\t\tpadding-right: 0 !important;\n\t\t\t\tmargin: 0 !important;\n\t\t\t}\n\t\t}\n\t\t@media (max-width: 960px) {\n\t\t\t#id-69e760b1398f3 > .container > .content {\n\t\t\t\t\/\/padding-top: 24px;\n\t\t\t\tpadding-right: 30px;\n\t\t\t\t\/\/padding-bottom: 24px;\n\t\t\t\tpadding-left: 30px;\n\t\t\t}\n\t\t}\n\t<\/style>\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\n<h3 class=\"has-small-font-size wp-block-heading\" id=\"h-3-anticipate-medical-staff-demand\"><strong>3. Anticipate medical staff demand<\/strong><\/h3>\n\n\n\n<p>Some of Paris\u2019s hospitals draw on the numbers when deciding how best to deploy medical staff. Artificial intelligence systems analyze the numbers gleaned from various sources, including a decade of hospital admissions records, to predict the number of patients requiring medical attention on an hourly basis. Being able to predict demand is crucial when designing medical workers\u2019 shifts so that hospitals are adequately staffed to provide care for the expected demand.<\/p>\n\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<div class=\"spacer block\" style=\"height: 24px;\">\n\t<\/div>\n\n<div id=\"id-69e760b13a27f\" class=\"box block content-width dark-content zh \" style=\"background-color: transparent; background-image: none;\">\n\t<style>\n\t\t#id-69e760b13a27f > .container > .content {\n\t\t\tbackground-color: #eaeef4ff;\n\t\t\tposition: relative;\n\t\t\tpadding-top: 48px;\n\t\t\tpadding-right: 60px;\n\t\t\tpadding-bottom: 48px;\n\t\t\tpadding-left: 60px;\n\t\t\tmargin-left: 0px;\n\t\t\tmargin-right: 0px;\n\t\t}\n\t\t@media (max-width: 1272px) {\n\t\t\t#id-69e760b13a27f.box.block.full-width > .container > .content {\n\t\t\t\tpadding-left: 0 !important;\n\t\t\t\tpadding-right: 0 !important;\n\t\t\t\tmargin: 0 !important;\n\t\t\t}\n\t\t}\n\t\t@media (max-width: 960px) {\n\t\t\t#id-69e760b13a27f > .container > .content {\n\t\t\t\t\/\/padding-top: 24px;\n\t\t\t\tpadding-right: 30px;\n\t\t\t\t\/\/padding-bottom: 24px;\n\t\t\t\tpadding-left: 30px;\n\t\t\t}\n\t\t}\n\t<\/style>\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\n<h3 class=\"has-small-font-size wp-block-heading\" id=\"h-4-better-understand-disease-patterns\">4. Better understand disease patterns<\/h3>\n\n\n\n<p>While Brenner\u2019s project focused on healthcare issues at a local scale, others like HealthMap adopt a global view. This project was started by researchers and epidemiologists at Boston Children\u2019s Hospital and draws upon publicly available healthcare data to document reports of infectious disease. Sources include eyewitness accounts, online news aggregators, and official health reports to update users in real time. The end result is an interactive analysis that shows how contagious conditions like the flu spread.<\/p>\n\n\n\n<p>Similarly,\u00a0<a href=\"http:\/\/www.sickweather.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">SickWeather<\/a>\u00a0utilizes a variety of sources that include social media and applies these to artificial intelligence algorithms to predict the rate of illnesses up to 15 weeks in advance with a claimed 91 percent accuracy. With wearable technology, that score can now be delivered to your smartwatch.<\/p>\n\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<div class=\"spacer block\" style=\"height: 24px;\">\n\t<\/div>\n\n<div id=\"id-69e760b13acab\" class=\"box block content-width dark-content zh \" style=\"background-color: transparent; background-image: none;\">\n\t<style>\n\t\t#id-69e760b13acab > .container > .content {\n\t\t\tbackground-color: #eaeef4ff;\n\t\t\tposition: relative;\n\t\t\tpadding-top: 48px;\n\t\t\tpadding-right: 60px;\n\t\t\tpadding-bottom: 48px;\n\t\t\tpadding-left: 60px;\n\t\t\tmargin-left: 0px;\n\t\t\tmargin-right: 0px;\n\t\t}\n\t\t@media (max-width: 1272px) {\n\t\t\t#id-69e760b13acab.box.block.full-width > .container > .content {\n\t\t\t\tpadding-left: 0 !important;\n\t\t\t\tpadding-right: 0 !important;\n\t\t\t\tmargin: 0 !important;\n\t\t\t}\n\t\t}\n\t\t@media (max-width: 960px) {\n\t\t\t#id-69e760b13acab > .container > .content {\n\t\t\t\t\/\/padding-top: 24px;\n\t\t\t\tpadding-right: 30px;\n\t\t\t\t\/\/padding-bottom: 24px;\n\t\t\t\tpadding-left: 30px;\n\t\t\t}\n\t\t}\n\t<\/style>\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\n<h3 class=\"has-small-font-size wp-block-heading\" id=\"h-5-get-scalable-real-time-insights\">5. Get scalable, real-time insights<\/h3>\n\n\n\n<p>In our&nbsp;<a href=\"https:\/\/flex.com\/industries\/healthcare\">pioneering work<\/a>&nbsp;with medical devices, drug delivery, and diagnostic and medical equipment, we\u2019re working with our partners to create health solutions that are changing the world by aggregating and analyzing medical data in real time. Our medical-grade digital health platform,&nbsp;<a href=\"https:\/\/brightinsight.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">BrightInsight<\/a>, is our turnkey healthcare analytics solution. This secure platform collects data from medical devices, apps and combination products and applies artificial intelligence and machine learning to allow our pharmaceutical and Medtech customers to optimize their therapies to enable improved adherence and engagement.<\/p>\n\n\n\n<p>Developing a new drug costs about $2.6 billion and can take between 10 and 15 years. Beyond enabling ongoing therapy optimization, BrightInsight can help lower development costs for drugs by accelerating the time to market for pharmaceutical companies and scaling across products and markets.<\/p>\n\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<div class=\"spacer block\" style=\"height: 24px;\">\n\t<\/div>\n\n\n<p>At Flex, we\u2019re at the forefront of innovating data-driven healthcare. Smart medical technologies are what will help healthcare providers predict, prevent, and effectively manage patient care and costs. With our <a href=\"https:\/\/flex.com\/industries\/cross-industry-technology\">cross-industry expertise<\/a> and&nbsp;<a href=\"https:\/\/flex.com\/solutions-and-services\/services\">product lifecycle solutions<\/a>, we integrate innovations and best practices from other industries into all aspects of product development, manufacturing and distribution to improve healthcare and deliver results. We\u2019re committed to working with you to help solve some of society\u2019s most pressing healthcare challenges, one patient at a time.<\/p>\n\n\n\t\t<\/div>\n\t\t<div class=\"sidebar normal-column\">\n\t\t\t\t\t\t\t\t\t<div class=\"post\">\n\t\t\t\t\t\t\t\t<a title=\"Advanced simulation and modeling for manufacturing in healthcare\" class=\"image\" href=\"https:\/\/flex.com\/zh\/resources\/advanced-simulation-and-modeling-for-manufacturing-in-healthcare\" target=\"_self\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" alt=\"Woman controlling a robotic manufacturing arm in a healthcare lab\" src=\"https:\/\/flex.com\/wp-content\/uploads\/2025\/09\/FeaturedImage_1200x628-540x304.jpg\" title=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"label\">\n\t\t\t\t\t\t\tSolution Brief\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<a title=\"Advanced simulation and modeling for manufacturing in healthcare\" class=\"title\" href=\"https:\/\/flex.com\/zh\/resources\/advanced-simulation-and-modeling-for-manufacturing-in-healthcare\" target=\"_self\">\n\t\t\t\t\tAdvanced simulation and modeling for manufacturing in healthcare\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"post\">\n\t\t\t\t\t\t\t\t<a title=\"Outsourced manufacturing: A strategic advantage for the healthcare industry\" class=\"image\" href=\"https:\/\/flex.com\/zh\/resources\/outsourced-manufacturing-a-strategic-advantage-for-the-healthcare-industry\" target=\"_self\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" alt=\"MRI machine and futuristic factory floor\" src=\"https:\/\/flex.com\/wp-content\/uploads\/2024\/09\/979x430-540x304.jpg\" title=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"label\">\n\t\t\t\t\t\t\tBlog\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<a title=\"Outsourced manufacturing: A strategic advantage for the healthcare industry\" class=\"title\" href=\"https:\/\/flex.com\/zh\/resources\/outsourced-manufacturing-a-strategic-advantage-for-the-healthcare-industry\" target=\"_self\">\n\t\t\t\t\tOutsourced manufacturing: A strategic advantage for the healthcare industry\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"post\">\n\t\t\t\t\t\t\t\t<a title=\"Human factors engineering advancements in the medical device industry\" class=\"image\" href=\"https:\/\/flex.com\/zh\/resources\/human-factors-engineering-advancements-in-the-medical-device-industry\" target=\"_self\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" alt=\"human factors engineering advancements\" src=\"https:\/\/flex.com\/wp-content\/uploads\/2024\/08\/1080x1920-540x304.jpg\" title=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"label\">\n\t\t\t\t\t\t\tBlog\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<a title=\"Human factors engineering advancements in the medical device industry\" class=\"title\" href=\"https:\/\/flex.com\/zh\/resources\/human-factors-engineering-advancements-in-the-medical-device-industry\" target=\"_self\">\n\t\t\t\t\tHuman factors engineering advancements in the medical device industry\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n\n<div class=\"spacer block\" style=\"height: 96px;\">\n\t<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":2454,"template":"","categories":[41],"tags":[],"content-type":[13],"class_list":["post-1154","resource","type-resource","status-publish","has-post-thumbnail","hentry","category-healthcare","content-type-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/resource\/1154","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/resource"}],"about":[{"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/types\/resource"}],"author":[{"embeddable":true,"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/resource\/1154\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/media\/2454"}],"wp:attachment":[{"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/media?parent=1154"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/categories?post=1154"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/tags?post=1154"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/flex.com\/zh\/wp-json\/wp\/v2\/content-type?post=1154"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}