{"id":29412,"date":"2024-06-19T17:06:51","date_gmt":"2024-06-19T17:06:51","guid":{"rendered":"https:\/\/www.teqfocus.com\/?p=29412"},"modified":"2024-09-30T11:41:16","modified_gmt":"2024-09-30T11:41:16","slug":"patient-health-risk-calculator","status":"publish","type":"post","link":"https:\/\/www.teqfocus.com\/devstaging\/blog\/enhancing-payers-and-hmo-outcomes-with-salesforce-data-cloud-and-einstein\/","title":{"rendered":"Patient Health Risk Calculator"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row full_width=&#8221;stretch_row&#8221; background_color=&#8221;custom&#8221; el_class=&#8221;custom_font&#8221; lg_spacing=&#8221;padding_top:100;padding_bottom:100&#8243; md_spacing=&#8221;padding_top:80;padding_bottom:80&#8243; sm_spacing=&#8221;padding_top:80;padding_bottom:80&#8243; xs_spacing=&#8221;padding_top:80;padding_bottom:80&#8243; background_image=&#8221;29417&#8243; el_id=&#8221;GGGGG&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;7\/12&#8243; content_position=&#8221;middle&#8221;][tm_spacer size=&#8221;lg:10&#8243;][tm_spacer size=&#8221;lg:140&#8243;][tm_heading tag=&#8221;h1&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; xs_align=&#8221;left&#8221; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#ffffff&#8221; font_size=&#8221;xs:30;lg:41&#8243;]Patient Health Risk Calculator[\/tm_heading][tm_spacer size=&#8221;lg:10&#8243;][tm_heading tag=&#8221;h1&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; xs_align=&#8221;left&#8221; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#ffffff&#8221; font_size=&#8221;xs:20;lg:20&#8243;]Enhancing Payers and HMO Outcomes with<br \/>\nSalesforce Data Cloud and Einstein 1[\/tm_heading][tm_spacer size=&#8221;lg:80&#8243;][tm_spacer size=&#8221;lg:40&#8243;][tm_spacer size=&#8221;lg:10&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;5\/12&#8243;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_section full_width=&#8221;stretch_row&#8221; lg_spacing=&#8221;margin_top:45&#8243;][vc_row el_id=&#8221;Introduction&#8221;][vc_column width=&#8221;1\/6&#8243;][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text css=&#8221;.vc_custom_1718817104221{margin-bottom: 1px !important;}&#8221;]<strong>By <span class=\"textColor\" style=\"color: #086ad8;\"><a style=\"color: #086ad8;\" href=\"https:\/\/www.linkedin.com\/in\/jas-kaur-5396b237\/\" target=\"_blank\" rel=\"noopener\">Jas Kaur <\/a><\/span><\/strong><br \/>\n<span class=\"textColor\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">CTO, Teqfocus<\/span><\/span><br \/>\n19th Jun, 2024[\/vc_column_text][tm_spacer size=&#8221;lg:10&#8243;][\/vc_column][\/vc_row][vc_row md_spacing=&#8221;margin_bottom:45&#8243; lg_spacing=&#8221;margin_bottom:8&#8243;][vc_column width=&#8221;1\/6&#8243;][\/vc_column][vc_column width=&#8221;2\/3&#8243; lg_spacing=&#8221;margin_bottom:8&#8243;][vc_row_inner lg_spacing=&#8221;margin_bottom:25&#8243; xs_spacing=&#8221;margin_bottom:25&#8243;][vc_column_inner][tm_heading tag=&#8221;h4&#8243; custom_google_font=&#8221;&#8221; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#1189d2&#8243; font_size=&#8221;lg:30&#8243;]Introduction[\/tm_heading][vc_column_text css=&#8221;&#8221;]<\/p>\n<p id=\"ember51\" class=\"ember-view reader-content-blocks__paragraph\">Payers such as insurance companies and health maintenance organizations (HMOs) are continually striving to implement innovative solutions to curb rising healthcare costs and enhance patient outcomes.<\/p>\n<p id=\"ember52\" class=\"ember-view reader-content-blocks__paragraph\">A primary challenge they encounter is the precise prediction of patient health risks to facilitate proactive healthcare management. Traditional approaches frequently fall short due to fragmented data and reactive care strategies, leading to inefficiencies and elevated costs.<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_id=&#8221;Challenges&#8221;][vc_column_inner][tm_heading tag=&#8221;h4&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#1189d2&#8243; css=&#8221;.vc_custom_1718798186924{margin-top: 8px !important;margin-bottom: 8px !important;}&#8221; font_size=&#8221;lg:30&#8243;]Key Industry Challenges[\/tm_heading][tm_image image=&#8221;29419&#8243; lg_spacing=&#8221;margin_top:7&#8243;][vc_column_text css=&#8221;.vc_custom_1718798294615{margin-bottom: 8px !important;}&#8221;]<\/p>\n<p id=\"ember57\" class=\"ember-view reader-content-blocks__paragraph\">To address these challenges, Teqfocus, a San Francisco-based IT consulting firm, has developed a groundbreaking solution leveraging <strong>Salesforce Suite Products<\/strong> and <strong>AWS<\/strong>.<\/p>\n<p id=\"ember58\" class=\"ember-view reader-content-blocks__paragraph\">By facilitating data-driven decision-making and proactive health management, Teqfocus&#8217; predictive Patient&#8217;s Health Risk Solution empowers Payers\/HMOs to design personalized insurance plans, optimize resource allocation, and enhance customer engagement. This innovative approach transforms healthcare management, delivering superior outcomes for all stakeholders.<\/p>\n<p>[\/vc_column_text][tm_image image=&#8221;29420&#8243; lg_spacing=&#8221;margin_bottom:8&#8243;][tm_heading tag=&#8221;h4&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#1189d2&#8243; css=&#8221;.vc_custom_1718799430802{margin-bottom: 8px !important;}&#8221; font_size=&#8221;lg:30&#8243;]Leveraging Salesforce Data Cloud and Einstein 1[\/tm_heading][vc_column_text css=&#8221;.vc_custom_1718798352837{margin-bottom: 8px !important;}&#8221;]<\/p>\n<p id=\"ember63\" class=\"ember-view reader-content-blocks__paragraph\">This solution leverages <strong>Salesforce Data Cloud<\/strong> to harmonize and unify data from multiple siloed systems. This integration provides a comprehensive and cohesive view of each patient&#8217;s health status.<\/p>\n<p id=\"ember64\" class=\"ember-view reader-content-blocks__paragraph\">Additionally, by utilizing Data Cloud&#8217;s latest <strong>Bring Your Own Model (BYOM)<\/strong> feature, this incorporate advanced AI models to predict patient risk levels with remarkable accuracy. This powerful combination of unified data and cutting-edge AI enables payers to make data-driven decisions, implement proactive health management strategies, design personalized insurance plans, optimize resource allocation, and enhance customer engagement.<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner lg_spacing=&#8221;margin_bottom:18&#8243; el_id=&#8221;TeqNext-AI&#8221;][vc_column_inner][tm_heading tag=&#8221;h4&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#1189d2&#8243; css=&#8221;.vc_custom_1718798365762{margin-top: 8px !important;margin-bottom: 8px !important;}&#8221; font_size=&#8221;lg:30&#8243;]Integration with External Systems[\/tm_heading][vc_column_text css=&#8221;.vc_custom_1718799618456{margin-bottom: 8px !important;}&#8221;]<\/p>\n<p id=\"ember66\" class=\"ember-view reader-content-blocks__paragraph\">Connecting external systems that have patient data with Salesforce Data Cloud ensures only relevant data is passed to the cloud.<\/p>\n<p id=\"ember67\" class=\"ember-view reader-content-blocks__paragraph\">There are hundreds of connectors to easily ingest data from any source or system into Data Cloud.<\/p>\n<p id=\"ember68\" class=\"ember-view reader-content-blocks__paragraph\">Examples of systems\/Data Streams that can be connected include:<\/p>\n<ul>\n<li><strong><em>System 1:<\/em><\/strong><em> Electronic Health Records (EHR)<\/em><\/li>\n<li><strong><em>System 2:<\/em><\/strong><em> Claims Data Systems<\/em><\/li>\n<li><strong><em>Additional Systems:<\/em><\/strong><em> Online Forms, Medical Devices, etc.<\/em><\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner lg_spacing=&#8221;margin_bottom:18&#8243; el_id=&#8221;Key-Features&#8221;][vc_column_inner][tm_heading tag=&#8221;h4&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#1189d2&#8243; css=&#8221;.vc_custom_1718798400334{margin-top: 8px !important;margin-bottom: 8px !important;}&#8221; font_size=&#8221;lg:30&#8243;]Data Stream Mapping with Data Model Objects (DMOs)[\/tm_heading][vc_column_text css=&#8221;.vc_custom_1718798411432{margin-top: 10px !important;margin-bottom: 10px !important;}&#8221;]Map the data to a standardized model that\u2019s natively integrated with the Salesforce metadata framework.[\/vc_column_text][tm_image action=&#8221;popup&#8221; image=&#8221;29421&#8243; rounded=&#8221;5&#8243; lg_spacing=&#8221;margin_top:20;margin_bottom:20;border_top:1;border_right:1;border_bottom:1;border_left:1&#8243;][\/vc_column_inner][\/vc_row_inner][vc_row_inner lg_spacing=&#8221;margin_bottom:18&#8243; el_id=&#8221;Differentiation&#8221;][vc_column_inner][tm_heading tag=&#8221;h4&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#1189d2&#8243; css=&#8221;.vc_custom_1718798518585{margin-top: 8px !important;margin-bottom: 8px !important;}&#8221; font_size=&#8221;lg:30&#8243;]Harmonizing and Unifying the Profiles in Data Cloud[\/tm_heading][vc_column_text css=&#8221;.vc_custom_1718798530729{margin-top: 10px !important;margin-bottom: 10px !important;}&#8221;]Data Cloud harmonizes all the data into a single model with a 360-degree view of the patient.[\/vc_column_text][tm_image image=&#8221;29422&#8243;][\/vc_column_inner][\/vc_row_inner][vc_row_inner lg_spacing=&#8221;margin_bottom:8&#8243; el_id=&#8221;Next-Steps&#8221;][vc_column_inner][tm_heading tag=&#8221;h4&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#1189d2&#8243; css=&#8221;.vc_custom_1718798580435{margin-top: 8px !important;margin-bottom: 8px !important;}&#8221; font_size=&#8221;lg:30&#8243;]Building and Deploying Models in AWS SageMaker[\/tm_heading][vc_column_text css=&#8221;.vc_custom_1718798590718{margin-top: 10px !important;margin-bottom: 10px !important;}&#8221;]<\/p>\n<p id=\"ember80\" class=\"ember-view reader-content-blocks__paragraph\">AWS SageMaker accelerates the process of building and deploying machine learning models, making it easier for developers and data scientists to leverage the power of machine learning in their applications.<\/p>\n<p id=\"ember81\" class=\"ember-view reader-content-blocks__paragraph\">Key features include automatic model tuning to optimize performance, managed notebooks for interactive data exploration and model development, and built-in capabilities for model monitoring and debugging. SageMaker supports deployment of models to production environments with built-in scalability and monitoring.<\/p>\n<p>[\/vc_column_text][tm_image image=&#8221;29424&#8243;][\/vc_column_inner][\/vc_row_inner][vc_row_inner lg_spacing=&#8221;margin_bottom:8&#8243;][vc_column_inner][tm_heading tag=&#8221;h4&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#1189d2&#8243; css=&#8221;.vc_custom_1718798671613{margin-top: 8px !important;margin-bottom: 8px !important;}&#8221; font_size=&#8221;lg:30&#8243;]BYOM in Salesforce Data Cloud[\/tm_heading][vc_column_text css=&#8221;.vc_custom_1718798682268{margin-top: 10px !important;margin-bottom: 10px !important;}&#8221;]In Salesforce Data Cloud, Once the dataset is ready in DMO it is set to the model deployed in AWS SageMaker. Below is the high level architecture on how these two systems connect.[\/vc_column_text][tm_image image=&#8221;29425&#8243;][vc_column_text css=&#8221;.vc_custom_1718798729893{margin-top: 10px !important;margin-bottom: 10px !important;}&#8221;]The Model Builder in Salesforce Data Cloud facilitates the connection to the endpoint, schema review, and activation of the model for creating prediction jobs.[\/vc_column_text][tm_image image=&#8221;29426&#8243;][tm_image image=&#8221;29427&#8243;][vc_column_text css=&#8221;.vc_custom_1718798805731{margin-top: 10px !important;margin-bottom: 10px !important;}&#8221;]<\/p>\n<p id=\"ember93\" class=\"ember-view reader-content-blocks__paragraph\">Settings from Data Cloud include connecting to the endpoint URL form AWS, detailing the schema, creation of new prediction job where the predictions can be returned from AWS.<\/p>\n<p id=\"ember94\" class=\"ember-view reader-content-blocks__paragraph\">AWS Sagemaker then fetches Data from Salesforce Data Cloud for its model to calculate Predictions. Once predictions are generated, they are passed on to Data Cloud for viewing.<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner lg_spacing=&#8221;margin_bottom:8&#8243;][vc_column_inner][tm_heading tag=&#8221;h4&#8243; custom_google_font=&#8221;1&#8243; font_weight=&#8221;600&#8243; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#1189d2&#8243; css=&#8221;.vc_custom_1718798839116{margin-top: 8px !important;margin-bottom: 8px !important;}&#8221; font_size=&#8221;lg:30&#8243;]Using Salesforce DC Reports and Dashboards[\/tm_heading][vc_column_text css=&#8221;.vc_custom_1718798849602{margin-top: 10px !important;margin-bottom: 10px !important;}&#8221;]<\/p>\n<p id=\"ember97\" class=\"ember-view reader-content-blocks__paragraph\">The summary of the number of high-risk to low-risk patients can be visualized using Salesforce Data Clous Reports and Dashboards, providing actionable insights for Payers\/HMOs to optimize their strategies.<\/p>\n<p id=\"ember98\" class=\"ember-view reader-content-blocks__paragraph\">And Next best Actions can be triggered based on these results.<\/p>\n<p>[\/vc_column_text][tm_image image=&#8221;29428&#8243;][vc_column_text css=&#8221;.vc_custom_1718798871155{margin-top: 10px !important;margin-bottom: 10px !important;}&#8221;]Patient Health Risk Calculator by Teqfocus is poised to revolutionize healthcare management for payers\/HMOs, providing them with the tools and insights needed to deliver personalized care, optimize resource allocation, and make informed strategic decisions.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][\/vc_section][vc_row][vc_column][vc_raw_js]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[\/vc_raw_js][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Discover how to tackle key industry challenges using Salesforce Data Cloud and Einstein 1. Learn integration, data mapping, and model deployment. Explore more!<\/p>\n","protected":false},"author":19,"featured_media":29417,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[207],"tags":[],"class_list":["post-29412","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/posts\/29412","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/comments?post=29412"}],"version-history":[{"count":13,"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/posts\/29412\/revisions"}],"predecessor-version":[{"id":29487,"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/posts\/29412\/revisions\/29487"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/media\/29417"}],"wp:attachment":[{"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/media?parent=29412"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/categories?post=29412"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.teqfocus.com\/devstaging\/wp-json\/wp\/v2\/tags?post=29412"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}