{"id":45333,"date":"2020-03-17T14:09:33","date_gmt":"2020-03-17T21:09:33","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/microsoft-in-business\/?p=45333"},"modified":"2023-06-16T08:47:24","modified_gmt":"2023-06-16T15:47:24","slug":"simplifying-data-and-machine-learning-pipeline-with-fhir","status":"publish","type":"post","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/microsoft-in-business\/security\/2020\/03\/17\/simplifying-data-and-machine-learning-pipeline-with-fhir\/","title":{"rendered":"Simplifying Data and Machine Learning Pipeline with FHIR"},"content":{"rendered":"<p><em>Heather Jordan Cartwright<\/em> | <em>GM, Microsoft Health <\/em><\/p>\n<p><em>Samir Manjure <\/em>| <em>Co-founder and CEO, KenSci<\/em><\/p>\n<p><b><span data-contrast=\"none\">I<\/span><\/b><b><span data-contrast=\"none\">ntroducing<\/span><\/b><b><span data-contrast=\"none\">\u00a0the\u00a0<\/span><\/b><b><span data-contrast=\"none\">SMART on FHIR based Data and AI Accelerator<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Today, via<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">the\u00a0<\/span><span data-contrast=\"none\">Microsoft\u00a0<\/span><span data-contrast=\"none\">Azure Marketplace, we\u2019re excited to introduce<\/span><span data-contrast=\"none\">\u00a0the<\/span><span data-contrast=\"none\">\u00a0<\/span><a href=\"https:\/\/nam06.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fappsource.microsoft.com%2Fen-us%2Fproduct%2Fweb-apps%2Fkensci.kensci_smart_fhir%3Ftab%3DOverview&amp;data=02%7C01%7Ctfoy%40microsoft.com%7C369b25ed93ba43b75f8e08d7bb504e56%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C637183825907976990&amp;sdata=EJof%2BNqkyW8HeQKDMXSgpDmO4unpsY%2B4fCT11n%2Fu8tg%3D&amp;reserved=0\"><span data-contrast=\"none\">SMART on FHIR Data and AI Accelerator<\/span><\/a><span data-contrast=\"auto\">\u00a0<\/span><span data-contrast=\"none\">&#8211; an exciting new managed service offering<\/span><span data-contrast=\"none\">\u00a0from\u00a0<\/span><a href=\"https:\/\/nam06.safelinks.protection.outlook.com\/?url=http%3A%2F%2Fwww.kensci.com%2F&amp;data=02%7C01%7Ctfoy%40microsoft.com%7C369b25ed93ba43b75f8e08d7bb504e56%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C637183825907981984&amp;sdata=B73vExkrt8agIEwx2SWkhQ%2BSA301xK82C%2FRXL%2F0QJ9Q%3D&amp;reserved=0\"><span data-contrast=\"none\">K<\/span><span data-contrast=\"none\">e<\/span><span data-contrast=\"none\">nSci<\/span><\/a><span data-contrast=\"none\"> targeted to healthcare organizations.<\/span><\/p>\n<p><span data-contrast=\"none\">Through\u00a0<\/span><span data-contrast=\"none\">collaborat<\/span><span data-contrast=\"none\">ion<\/span><span data-contrast=\"none\">\u00a0with Microsoft and\u00a0<\/span><span data-contrast=\"none\">cutting<\/span><span data-contrast=\"none\">&#8211;<\/span><span data-contrast=\"none\">edge<\/span><span data-contrast=\"none\">\u00a0<\/span><a href=\"https:\/\/azure.microsoft.com\/en-us\/services\/azure-api-for-fhir\/\"><span data-contrast=\"none\">FHIR<\/span><\/a><span data-contrast=\"none\">\u00a0capabilities in the cloud<\/span><span data-contrast=\"none\">, the\u00a0<\/span><span data-contrast=\"none\">KenSci<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">AI Accelerator simplifies the transition of your data to the cloud and puts<\/span><span data-contrast=\"none\">\u00a0actionable machine learning output in the hands of your team.\u00a0<\/span><span data-contrast=\"none\">Using<\/span><span data-contrast=\"none\">\u00a0the\u00a0<\/span><span data-contrast=\"none\">KenSci<\/span><span data-contrast=\"none\">\u00a0AI\u00a0<\/span><span data-contrast=\"none\">Accelerator, you can r<\/span><span data-contrast=\"none\">a<\/span><span data-contrast=\"none\">pidly deploy care management insights<\/span><span data-contrast=\"none\">\u00a0and\u00a0<\/span><span data-contrast=\"none\">operational efficiencies,\u00a0<\/span><span data-contrast=\"none\">trained with your organizational data,\u00a0<\/span><span data-contrast=\"none\">to deliver lower cost, higher quality care. It works with your data<\/span><span data-contrast=\"none\">,<\/span><span data-contrast=\"none\">\u00a0in your\u00a0<\/span><span data-contrast=\"none\">Azure environment<\/span><span data-contrast=\"none\">,\u00a0<\/span><span data-contrast=\"none\">so your team can trust, build, and innovate in a\u00a0<\/span><span data-contrast=\"none\">highly\u00a0<\/span><span data-contrast=\"none\">secure pipeline<\/span><span data-contrast=\"none\">.\u00a0<\/span><span data-contrast=\"none\">\u00a0Simply put, the\u00a0<\/span><span data-contrast=\"none\">KenSci<\/span><span data-contrast=\"none\">\u00a0AI\u00a0<\/span><span data-contrast=\"none\">Accelerator automates the\u00a0<\/span><span data-contrast=\"none\">difficult<\/span><span data-contrast=\"none\">\u00a0problems around data integration\u00a0<\/span><span data-contrast=\"none\">an<\/span><span data-contrast=\"none\">d machine learning\u00a0<\/span><span data-contrast=\"none\">so you can do more<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">C<\/span><span data-contrast=\"none\">loud technology is changing the paradigm of how healthcare<\/span><span data-contrast=\"none\">\u00a0is delivered<\/span><span data-contrast=\"none\">, but\u00a0<\/span><span data-contrast=\"none\">it doesn\u2019t have to be complex. With the right technologies, it\u2019s possible to easily take advantage of<\/span><span data-contrast=\"none\">\u00a0cloud<\/span><span data-contrast=\"none\">&#8211;<\/span><span data-contrast=\"none\">based tools for\u00a0<\/span><span data-contrast=\"none\">machine learning (ML) to make healthcare more predictive, at scale, across\u00a0<\/span><span data-contrast=\"none\">multiple\u00a0<\/span><span data-contrast=\"none\">touch points<\/span><span data-contrast=\"none\">.\u00a0<\/span><span data-contrast=\"none\">AI\u00a0<\/span><span data-contrast=\"none\">solutions<\/span><span data-contrast=\"none\">\u00a0like the\u00a0<\/span><span data-contrast=\"none\">KenSci<\/span><span data-contrast=\"none\">\u00a0AI\u00a0<\/span><span data-contrast=\"none\">Accelerator are<\/span><span data-contrast=\"none\">\u00a0bridging that complexity and getting health systems started with real results, delivering impact at the first interaction.<\/span><span data-contrast=\"none\">\u00a0 Perhaps most importantly, as health systems engage in the platform, machine learning models\u00a0<\/span><span data-contrast=\"none\">becomes<\/span><span data-contrast=\"none\">\u00a0transparent,\u00a0<\/span><span data-contrast=\"none\">are\u00a0<\/span><span data-contrast=\"none\">founded on explainable AI, and focus on assistive intelligence to your team.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">Health management designed for cloud-based Machine Learning<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Successful health organizations know the importance\u00a0<\/span><span data-contrast=\"none\">of\u00a0<\/span><span data-contrast=\"none\">bringing together different skills to solve problems. Partnering for\u00a0<\/span><span data-contrast=\"none\">deep\u00a0<\/span><span data-contrast=\"none\">AI\u00a0<\/span><span data-contrast=\"none\">expertise in healthcare data management\u00a0<\/span><span data-contrast=\"none\">allows health organizations to move faster and deliver new health solutions at scale.\u00a0<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Key features of the\u00a0<\/span><span data-contrast=\"none\">KenSci\u2019s<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">SMART on FHIR based Data and AI\u00a0<\/span><span data-contrast=\"none\">A<\/span><span data-contrast=\"none\">ccelerator on Microsoft Azure will provide customers with:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:2,&quot;335559739&quot;:0,&quot;335559740&quot;:300}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">A standardized reference architecture,\u00a0<\/span><\/b><span data-contrast=\"none\">deployed as a code, and a mechanism to streamline implementation of cloud and data infrastructure in few clicks.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:2,&quot;335559739&quot;:0,&quot;335559740&quot;:300}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"none\">A simplified data ingestion service\u00a0<\/span><\/b><span data-contrast=\"none\">from multiple systems of records across EMR, Claims, HL7,\u00a0<\/span><span data-contrast=\"none\">I<\/span><span data-contrast=\"none\">o<\/span><span data-contrast=\"none\">MT<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">(the Internet of Medical Things),\u00a0<\/span><span data-contrast=\"none\">etc. into the cloud\u202fin a way that will accelerate machine learning for the future. The service continuously monitors\u00a0<\/span><span data-contrast=\"none\">incoming data for quality, transforms the data in<\/span><span data-contrast=\"none\">to<\/span><span data-contrast=\"none\">\u00a0FHIR format and preps the data for advanced analytics workloads.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:2,&quot;335559739&quot;:0,&quot;335559740&quot;:300}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Out<\/span><\/b><b><span data-contrast=\"none\">&#8211;<\/span><\/b><b><span data-contrast=\"none\">of<\/span><\/b><b><span data-contrast=\"none\">-the-<\/span><\/b><b><span data-contrast=\"none\">box app templates and dashboard\u00a0<\/span><\/b><span data-contrast=\"none\">to increase opportunities to use and learn from the data they already have, in real time.<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:2,&quot;335559739&quot;:0,&quot;335559740&quot;:300}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Data agility\u00a0<\/span><\/b><span data-contrast=\"none\">to\u00a0<\/span><span data-contrast=\"none\">unlock data available across systems in a common, interoperable format. The service, through its integration of Azure Databricks, comes packaged with interactive notebooks that let data scientists connect to common data sources, run machine learning algorithms and collaborate on a centralized data source.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:2,&quot;335559739&quot;:0,&quot;335559740&quot;:300}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"none\">Get Started Today<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Getting started with the\u00a0<\/span><span data-contrast=\"none\">s<\/span><span data-contrast=\"none\">ervice is easy and is done through the\u00a0<\/span><a href=\"https:\/\/nam06.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fappsource.microsoft.com%2Fen-us%2Fproduct%2Fweb-apps%2Fkensci.kensci_smart_fhir%3Ftab%3DOverview&amp;data=02%7C01%7Ctfoy%40microsoft.com%7C369b25ed93ba43b75f8e08d7bb504e56%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C637183825907991965&amp;sdata=u0wB5dxzINGHVAzJqkcABVdugmA4glREFX%2Fj1L5SbBc%3D&amp;reserved=0\"><span data-contrast=\"none\">Azure Marketplace<\/span><\/a><span data-contrast=\"none\">.\u00a0\u00a0<\/span><span data-contrast=\"none\">Av<\/span><span data-contrast=\"none\">ailability on Azure Marketplace makes it easy for companies to deploy, operate, and scale their data environments with pay-as-you-go pricing. Through Azure Marketplace, customers\u00a0<\/span><span data-contrast=\"none\">worldwide<\/span><span data-contrast=\"none\">\u00a0can easily find, buy, and deploy partner solutions they can trust, all certified and\u00a0<\/span><span data-contrast=\"none\">optimized to run on Azure. The offering launches and manages a bundle of Azure services in each Azure customer\u2019s subscription, letting customers leverage existing management tools within their account. Key Azure services, including Azure API for FHIR, Azure SQL, Azure\u00a0<\/span><span data-contrast=\"none\">DataBricks<\/span><span data-contrast=\"none\">, Azure Data Factory, Azure Power BI and Teams are deployed as a resource group within a customer\u2019s VNET. The\u00a0<\/span><span data-contrast=\"none\">s<\/span><span data-contrast=\"none\">ervice leverages Azure Container Service internally to run control-pane and data-plane via containers. The service deploys in customer subscription<\/span><span data-contrast=\"none\">;<\/span><span data-contrast=\"none\">\u00a0therefore<\/span><span data-contrast=\"none\">,<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">customers can\u00a0<\/span><span data-contrast=\"none\">take advantage of<\/span><span data-contrast=\"none\">\u00a0Azure Active Directory to control access to resources, results<\/span><span data-contrast=\"none\">,<\/span><span data-contrast=\"none\"> etc.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"attachment-large size-large webp-format\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/28\/2020\/03\/infographic-1024x473.webp\" alt=\"\" width=\"1024\" height=\"473\" data-orig-srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/28\/2020\/03\/infographic-1024x473.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/28\/2020\/03\/infographic-300x139.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/28\/2020\/03\/infographic-768x355.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/28\/2020\/03\/infographic-330x152.png 330w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/28\/2020\/03\/infographic-800x370.png 800w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/28\/2020\/03\/infographic-400x185.png 400w, https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/28\/2020\/03\/infographic.png 1240w\" data-orig-src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/sites\/28\/2020\/03\/infographic-1024x473.png\" \/><span data-contrast=\"none\">Co<\/span><span data-contrast=\"none\">llaboration<\/span><span data-contrast=\"none\">s like\u00a0<\/span><span data-contrast=\"none\">this one<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">are expanding\u00a0<\/span><span data-contrast=\"none\">enterprise-grade data<\/span><span data-contrast=\"none\">\u00a0management<\/span><span data-contrast=\"none\">\u00a0and ML applications<\/span><span data-contrast=\"none\">\u00a0for the future of the healthcare industry<\/span><span data-contrast=\"none\">.<\/span><span data-contrast=\"none\">\u202f We are optimistic\u00a0<\/span><span data-contrast=\"none\">about the potential to reimagine healthcare<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">using<\/span><span data-contrast=\"none\">\u00a0the cloud, and excited to see\u00a0<\/span><span data-contrast=\"none\">more partners and customers embrace interoperability and drive innovation across the ecosystem.\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">Learn more on\u00a0<\/span><\/b><a href=\"https:\/\/nam06.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fappsource.microsoft.com%2Fen-us%2Fproduct%2Fweb-apps%2Fkensci.kensci_smart_fhir%3Ftab%3DOverview&amp;data=02%7C01%7Ctfoy%40microsoft.com%7C369b25ed93ba43b75f8e08d7bb504e56%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C637183825907991965&amp;sdata=u0wB5dxzINGHVAzJqkcABVdugmA4glREFX%2Fj1L5SbBc%3D&amp;reserved=0\"><b><span data-contrast=\"none\">Azure Marketplace<\/span><\/b><\/a><b><span data-contrast=\"none\">\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:300,&quot;335559739&quot;:375,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Let us know what you think of the Accelerator!\u202f\u202f\u00a0<\/span><span data-contrast=\"none\">For details on how to get started, see the overview\u202f<\/span><a href=\"https:\/\/nam06.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fappsource.microsoft.com%2Fen-us%2Fproduct%2Fweb-apps%2Fkensci.kensci_smart_fhir%3Ftab%3DOverview&amp;data=02%7C01%7Ctfoy%40microsoft.com%7C23055bda7d2244eb8ae708d7c5dc6a0e%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C637195422777514597&amp;sdata=PJDQNy0JuNdj53FY3QADuh0r7r%2FOkwGaD2RMFg4D%2FZ8%3D&amp;reserved=0\"><span data-contrast=\"none\">documentation.<\/span><\/a><span data-contrast=\"none\">\u00a0For more information, please visit the\u202f<\/span><a href=\"https:\/\/nam06.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fappsource.microsoft.com%2Fen-us%2Fproduct%2Fweb-apps%2Fkensci.kensci_smart_fhir%3Ftab%3DPlansAndPrice&amp;data=02%7C01%7Ctfoy%40microsoft.com%7C23055bda7d2244eb8ae708d7c5dc6a0e%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C637195422777524594&amp;sdata=jkch0yIk0Czimu8EOnPMZXR04J4CMUwyjaLP1jyqd1k%3D&amp;reserved=0\"><span data-contrast=\"none\">pricing page<\/span><\/a><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:150,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Heather Jordan Cartwright | GM, Microsoft Health Samir Manjure | Co-founder and CEO, KenSci Introducing\u00a0the\u00a0SMART on FHIR based Data and AI Accelerator\u00a0 Today, via\u00a0the\u00a0Microsoft\u00a0Azure Marketplace, we\u2019re excited to introduce\u00a0the\u00a0SMART on FHIR Data and AI Accelerator\u00a0&#8211; an exciting new managed service offering\u00a0from\u00a0KenSci targeted to healthcare organizations.<\/p>\n","protected":false},"author":182,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","footnotes":""},"categories":[1733,1542],"post_tag":[1662,101],"content-type":[],"coauthors":[582],"class_list":["post-45333","post","type-post","status-publish","format-standard","hentry","category-era-of-ai","category-security","tag-ai","tag-healthcare"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Simplifying Data and Machine Learning Pipeline with FHIR - Microsoft in Business Blogs<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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