{"id":663,"date":"2018-05-02T03:25:23","date_gmt":"2018-05-02T00:25:23","guid":{"rendered":"http:\/\/kusuaks7\/?p=268"},"modified":"2025-06-27T12:57:49","modified_gmt":"2025-06-27T12:57:49","slug":"healthcare-ai-machine-learning-things-to-know","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/ai-ml\/healthcare-ai-machine-learning-things-to-know\/","title":{"rendered":"Healthcare AI &amp; Machine Learning: 4.5 Things To Know"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"663\" class=\"elementor elementor-663\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-1fa8ad1f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1fa8ad1f\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-27cbb391\" data-id=\"27cbb391\" data-element_type=\"column\" data-e-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-38e30436 elementor-widget elementor-widget-text-editor\" data-id=\"38e30436\" data-element_type=\"widget\" data-e-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\t\t<strong><em>Ready to learn Machine Learning? <a href=\"https:\/\/www.experfy.com\/training\/courses\">Browse courses<\/a>\u00a0like\u00a0<a href=\"https:\/\/www.experfy.com\/training\/courses\/machine-learning-foundations-supervised-learning\">Machine Learning Foundations: Supervised Learning<\/a> developed by industry thought leaders and Experfy in Harvard Innovation Lab.<\/em><\/strong>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-18e4572 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"18e4572\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e19aa4\" data-id=\"5e19aa4\" data-element_type=\"column\" data-e-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-0753aeb elementor-widget elementor-widget-text-editor\" data-id=\"0753aeb\" data-element_type=\"widget\" data-e-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\t\tHas Alexa changed your life yet? Vacuum the floor, start the dishwasher, feed the cat, turn off the living room lights, order more paper towels and lower the thermostat. That\u2019s just a few items from the to-do list I handed over to Artificial Intelligence today \u2013 and all without one manual click or key stroke. Whew, no more straining my index finger to push all those buttons.\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-ae9bf4b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ae9bf4b\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-51d599c\" data-id=\"51d599c\" data-element_type=\"column\" data-e-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-ba8d677 elementor-widget elementor-widget-text-editor\" data-id=\"ba8d677\" data-element_type=\"widget\" data-e-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\t\tWhile all of this has a certain \u201ccool\u201d factor, it\u2019s completely transforming our lives. Gone are the days when Artificial Intelligence (AI) meant a robot such as C-3PO or Rosie (the robot maid from the Jetsons). AI is no longer a sci-fi futuristic hope, it\u2019s a set of algorithms and technologies known as Machine Learning (ML).\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-4fc3431 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4fc3431\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8af0539\" data-id=\"8af0539\" data-element_type=\"column\" data-e-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-d614620 elementor-widget elementor-widget-text-editor\" data-id=\"d614620\" data-element_type=\"widget\" data-e-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\t\tWe\u2019re quickly moving toward this technology powering many tasks in everyday life. But what about healthcare? How might it impact our industry and even our day-to-day jobs? I\u2019m sharing 4.5 things you should know about Artificial Intelligence and Machine Learning in the healthcare industry and how it will impact our future.\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-ae993d1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ae993d1\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c43707b\" data-id=\"c43707b\" data-element_type=\"column\" data-e-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-fb2ac78 elementor-widget elementor-widget-heading\" data-id=\"fb2ac78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2><strong>1. There\u2019s a difference between Machine Learning and Artificial Intelligence.<\/strong><\/h2><\/h2>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-92b73c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"92b73c6\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9bcc14c\" data-id=\"9bcc14c\" data-element_type=\"column\" data-e-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-7091f9a elementor-widget elementor-widget-text-editor\" data-id=\"7091f9a\" data-element_type=\"widget\" data-e-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\t\tArtificial Intelligence.<\/strong><\/h2>\nJeff Bezos, visionary founder and leader of Amazon, made this declaration last May: \u201cMachine Learning and Artificial Intelligence will be used to empower and improve every business, every government organization, every philanthropy &#8211; basically there\u2019s no institution in the world that cannot be improved with Machine Learning and Artificial Intelligence.\u201d\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-a86d431 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a86d431\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-af3257f\" data-id=\"af3257f\" data-element_type=\"column\" data-e-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-2a309ed elementor-widget elementor-widget-text-editor\" data-id=\"2a309ed\" data-element_type=\"widget\" data-e-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\t\tMachine Learning and Artificial Intelligence have emerged as key buzzwords, and often times are used interchangeably. So, what\u2019s the difference?\n<ul>\n \t<li><strong>Machine Learning\u00a0<\/strong>uses Artificial Intelligence to process large amounts of data and allows the machine to learn for itself. You\u2019ve probably benefitted from Machine Learning in your inbox. Spam filters are continuously\u00a0learning\u00a0from words used in an email, where it\u2019s sent from, who sent it, etc. In healthcare, a practical application is in the imaging industry, where machines learn how to read CT scans and MRIs allowing providers to quickly diagnose and optimize treatment options.<\/li>\n \t<li><strong>Artificial Intelligence<\/strong>\u00a0is the ability of machines to behave in a way that we would consider \u201csmart.\u201d The capability of a machine to imitate\u00a0intelligent\u00a0human behavior. Artificial Intelligence is the ability to be abstract, creative, deductive \u2013 to learn and apply learnings. Siri and Alexa are good examples of what you might be using today. In healthcare, an artificial virtual assistant might have conversations with patients and providers about lab results and clinical next steps.<\/li>\n<\/ul>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-cfcd10c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cfcd10c\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b4ec1b9\" data-id=\"b4ec1b9\" data-element_type=\"column\" data-e-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-973b87b elementor-widget elementor-widget-heading\" data-id=\"973b87b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2><strong>2. The healthcare industry is primed for disruptors.<\/strong><\/h2><\/h2>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-af81156 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"af81156\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d5640d3\" data-id=\"d5640d3\" data-element_type=\"column\" data-e-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-34eab9a elementor-widget elementor-widget-text-editor\" data-id=\"34eab9a\" data-element_type=\"widget\" data-e-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\t\tIt\u2019s no secret that interacting with the healthcare system is complex and frustrating. As consumers are paying more out of pocket, they\u2019re expecting and demanding innovation to simplify their lives, get\u00a0educated, and save money. At the same time, we\u2019re starting to get a taste of what <a href=\"https:\/\/www.experfy.com\/hire\/ai-machine-learning\">Machine Learning and AI<\/a> can do for their daily lives. These technologies WILL dramatically change the way we work in healthcare. Don\u2019t take my word for it, just review a few of the headlines over the past year.\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-2226572 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2226572\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f98fc53\" data-id=\"f98fc53\" data-element_type=\"column\" data-e-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-03cb6ca elementor-widget elementor-widget-text-editor\" data-id=\"03cb6ca\" data-element_type=\"widget\" data-e-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\t\t<ul>\n \t<li>A conversational robot explains lab results.\u00a0<a href=\"http:\/\/www.healthcareitnews.com\/news\/scanadu-launches-new-project-using-conversational-robot-explain-lab-results\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" class=\"broken_link\">Learn more<\/a>.<\/li>\n \t<li>A healthcare virtual assistant enables conversational dialogues and pre-built capabilities that automate clinical workflows.\u00a0<a href=\"http:\/\/www.healthcareitnews.com\/news\/nuance-rolls-out-ai-virtual-assistant-healthcare\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Learn more<\/a>.<\/li>\n \t<li>Google powers up Artificial Intelligence, Machine Learning accelerator for healthcare.\u00a0<a href=\"http:\/\/www.healthcareitnews.com\/news\/google-powers-ai-machine-learning-accelerator-healthcare\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Learn more<\/a>.<\/li>\n \t<li>New AI technology uses brief daily chat conversations, mood tracking, curated videos, and word games to help people manage\u00a0<a href=\"https:\/\/www.wired.com\/tag\/mental-health\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">mental health<\/a>.\u00a0<a href=\"https:\/\/www.wired.com\/2017\/06\/facebook-messenger-woebot-chatbot-therapist\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Learn more<\/a>.<\/li>\n \t<li>A machine learning algorithm\u00a0helps identify cancerous tumors on mammograms.\u00a0<a href=\"https:\/\/www.mercurynews.com\/2017\/03\/03\/google-computers-trained-to-detect-cancer\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Learn more<\/a>.<\/li>\n<\/ul>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-5d85551 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d85551\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fec07fd\" data-id=\"fec07fd\" data-element_type=\"column\" data-e-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-4e24196 elementor-widget elementor-widget-text-editor\" data-id=\"4e24196\" data-element_type=\"widget\" data-e-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\t\tSoon, will a machine learning algorithm serve up a choice of 3 benefit plans that are best for my situation? Maybe Siri or Alexa will even have a conversation with me about it.\n\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-a0d38c0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a0d38c0\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5f66bd1\" data-id=\"5f66bd1\" data-element_type=\"column\" data-e-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-dc16c99 elementor-widget elementor-widget-image\" data-id=\"dc16c99\" data-element_type=\"widget\" data-e-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\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"356\" src=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2018\/05\/0-1024x356.jpeg\" class=\"attachment-large size-large wp-image-37932\" alt=\"\" srcset=\"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2018\/05\/0-1024x356.jpeg 1024w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2018\/05\/0-300x104.jpeg 300w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2018\/05\/0-768x267.jpeg 768w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2018\/05\/0-1536x534.jpeg 1536w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2018\/05\/0-2048x712.jpeg 2048w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2018\/05\/0-610x212.jpeg 610w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2018\/05\/0-750x261.jpeg 750w, https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2018\/05\/0-1140x396.jpeg 1140w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-87f1314 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"87f1314\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2c19136\" data-id=\"2c19136\" data-element_type=\"column\" data-e-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-e467a93 elementor-widget elementor-widget-heading\" data-id=\"e467a93\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2>3.\u00a0Be smart about customer data<\/h2>\n<\/h2>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-218153a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"218153a\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-abec7dd\" data-id=\"abec7dd\" data-element_type=\"column\" data-e-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-d85a848 elementor-widget elementor-widget-text-editor\" data-id=\"d85a848\" data-element_type=\"widget\" data-e-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\t\tBeing in healthcare and seeing the recent breaches, most of us have learned to be very careful about our security policies and customer data. As the use of Machine Learning grows in healthcare, continue to obsess over the privacy of your customer data. There are two reasons for this\u2026\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-a6d3b4d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a6d3b4d\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-214569d\" data-id=\"214569d\" data-element_type=\"column\" data-e-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-de0cfcd elementor-widget elementor-widget-text-editor\" data-id=\"de0cfcd\" data-element_type=\"widget\" data-e-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\t\tFirst, data is what makes Machine Learning and AI work. Without data, there\u2019s nothing to mine and that means there\u2019s no info from which to learn. Due to the sheer amount of data that Machine Learning technology collects and consumes, privacy will be more important than ever. Also, there&#8217;s potential for a lot more personally identifiable data to be collected. It will be imperative that companies pay attention to masking that data so the specific user is not revealed. These steps are critical to ensure you and your customer are protected as laws continue to catch up with this emerging technology.\n\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-3580085 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3580085\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-138de7b\" data-id=\"138de7b\" data-element_type=\"column\" data-e-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-b520412 elementor-widget elementor-widget-text-editor\" data-id=\"b520412\" data-element_type=\"widget\" data-e-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\t\tSecond, you\u2019re already collecting A LOT of data on your clients of which you may not be taking full advantage. As more data is collected, it\u2019s important to keep it organized so that you can use it effectively to gain insights and help your clients. Data architecture is a set of models, policies, rules or standards that govern which\u00a0data\u00a0is collected, and how it is stored, arranged, integrated, and put to use in\u00a0data\u00a0systems and in organizations. If you\u2019re not already thinking about this, it might be a good idea to consult with a developer to get help.\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-4ab9731 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ab9731\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7428668\" data-id=\"7428668\" data-element_type=\"column\" data-e-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-6a10c44 elementor-widget elementor-widget-heading\" data-id=\"6a10c44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2><strong>4.Recognize WHERE the customer is today and plan for tomorrow.<\/strong><\/h2><\/h2>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-bee8668 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bee8668\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b3e0f37\" data-id=\"b3e0f37\" data-element_type=\"column\" data-e-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-72afe00 elementor-widget elementor-widget-text-editor\" data-id=\"72afe00\" data-element_type=\"widget\" data-e-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\t\tWhat\u2019s the consumer appetite for these types of technologies? This year, 56.3 million personal digital assistants will ship to homes, including Alexa, Google Assistant and Apple\u2019s new Home Pod. That\u2019s a 40% increase from the impressive growth of 33 million sold in 2017. Consumers are quickly changing where they shop, organize and get information. It\u2019s important that we move quickly to offer the experience customers want and need.\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-d6fc667 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d6fc667\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1b09000\" data-id=\"1b09000\" data-element_type=\"column\" data-e-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-3d9dc30 elementor-widget elementor-widget-text-editor\" data-id=\"3d9dc30\" data-element_type=\"widget\" data-e-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\t\tAt first, I was happy to ask my Alexa to play music and set timers, now it\u2019s the hub for my home. Alexa shops for my groceries, provides news stories, organizes my day, and much more. Plus, the cat really appreciates when Alexa feeds her \u2013 I\u2019m totally serious that my cat feeder is hooked up to Alexa who releases a ration of kibble at pre-set feeding times.\n\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-991695a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"991695a\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c25a1af\" data-id=\"c25a1af\" data-element_type=\"column\" data-e-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-8ec4ef7 elementor-widget elementor-widget-text-editor\" data-id=\"8ec4ef7\" data-element_type=\"widget\" data-e-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\t\tThere are so many applications for healthcare. Here\u2019s a few that are happening or just around the corner\u2026\n<blockquote style=\"text-align: center;\">\u201cAlexa, what\u2019s left on my health plan deductible?\u201d<\/blockquote>\n<blockquote style=\"text-align: center;\">\u201cAlexa, find a provider in my network within 5 miles.\u201d<\/blockquote>\n<blockquote style=\"text-align: center;\">\u201cAlexa, search for Protonix pricing at my local pharmacies.\u201d<\/blockquote>\n<blockquote style=\"text-align: center;\">\u201cAlexa, how do I know if I have an ear infection?\u201d<\/blockquote>\n<blockquote style=\"text-align: center;\">\u201cAlexa, what\u2019s the difference between an HSA, FSA and HRA?\u201d<\/blockquote>\n<blockquote style=\"text-align: center;\">\u201cAlexa, find a 5-star rated health insurance broker within 20 miles.\u201d<\/blockquote>\nClick\u00a0<a href=\"https:\/\/www.theguardian.com\/technology\/2018\/jan\/06\/how-smart-speakers-stole-the-show-from-smartphones\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">here<\/a>\u00a0for a great article about the growth and applications of digital personal assistants.\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-55c6b75 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"55c6b75\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7b701bd\" data-id=\"7b701bd\" data-element_type=\"column\" data-e-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-5296ec7 elementor-widget elementor-widget-heading\" data-id=\"5296ec7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2><strong>4.5\u00a0The customer experience must be TRULY helpful<\/strong><\/h2><\/h2>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-4546a0d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4546a0d\" data-element_type=\"section\" data-e-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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-80da2e3\" data-id=\"80da2e3\" data-element_type=\"column\" data-e-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-7fc3b00 elementor-widget elementor-widget-text-editor\" data-id=\"7fc3b00\" data-element_type=\"widget\" data-e-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\t\tMaking \u201ccool\u201d innovations in Artificial Intelligence or Machine Learning won\u2019t work if not coupled with a relentless pursuit to serve the customer. These endeavors are expensive, so spend your IT budget wisely, ensuring new innovation creates true value and is easy for the end user.\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>You should know about Artificial Intelligence and Machine Learning in the healthcare industry and how it will impact our future. These technologies WILL dramatically change the way we work in healthcare. As the use of Machine Learning grows in healthcare, continue to obsess over the privacy of your customer data. Making &ldquo;cool&rdquo; innovations in Artificial Intelligence or Machine Learning won&rsquo;t work if not coupled with a relentless pursuit to serve the customer. These endeavors are expensive, so spend your IT budget wisely, ensuring new innovation creates true value and is easy for the end user.<\/p>\n","protected":false},"author":286,"featured_media":3565,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[183],"tags":[97],"ppma_author":[1825],"class_list":["post-663","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ml","tag-artificial-intelligence"],"authors":[{"term_id":1825,"user_id":286,"is_guest":0,"slug":"tonia-degner","display_name":"Tonia Degner","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g","user_url":"","last_name":"Degner","first_name":"Tonia","job_title":"","description":"Tonia Degner is Chief Strategy Officer at <a href=\"http:\/\/freshbenies.com\/\" target=\"_blank\" rel=\"noopener\">freshbenies<\/a> that provides practical tools to simplify the American healthcare experience. She has been a leader in the retail and tech industries for 20+ years with a focus on driving vision and growth strategies in large volume business sectors. Her most recent experience includes Director Positions at Amazon where she implemented complex company-wide enhancements, led the launch of innovative products, and created disruptive strategies."}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/286"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=663"}],"version-history":[{"count":7,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/663\/revisions"}],"predecessor-version":[{"id":37935,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/663\/revisions\/37935"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/3565"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=663"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}