{"id":1345,"date":"2022-02-10T16:29:45","date_gmt":"2022-02-10T16:29:45","guid":{"rendered":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/speakers\/paul-nicholas-copy\/"},"modified":"2022-03-28T19:37:42","modified_gmt":"2022-03-28T19:37:42","slug":"james-mansfield","status":"publish","type":"page","link":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/speakers\/james-mansfield\/","title":{"rendered":"James Mansfield"},"content":{"rendered":"\n
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James Mansfield<\/h1>\n

Senior Vice President, Life Science & Healthcare, DataPrime Artificial Intelligence<\/h5>\n

James Mansfield began consulting in 2021 DataPrime.ai to help secure private equity funding to develop Life Science & Healthcare advanced analytics tools to improve health, wellness and access.\u00a0 Today, James shares DataPrime Life Science & Healthcare’s ML Global Demand Planning & Tender Management tools with an approach to incorporate RWD; these are foundational building blocks enabling research in COVID, Mental Health, Vaccines, Maternal Health and Multiple Sclerosis to name a few.\u00a0 James advises healthcare, Federal Health agencies, pharmaceutical manufacturers, a maternal health start-up, Analytics-for-Living Foundation and a family owned SDVOSB.\u00a0 Prior, James led Global Analytics for a $3BN division of Merck with roles across the portfolio.\u00a0 James received an MBA University of Chicago Booth School of Business, BS Biology & Spanish Villanova University, Six Sigma Rutgers University Lockheed Martin and maintains his PMP and Python ML\/AI\/Data Science expertise.<\/p> <\/div>\n<\/div>\n <\/div>\n <\/div>\n <\/div>\n

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Associate<\/p> <\/div>\n<\/div>\n\n

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Professional<\/p> <\/div>\n<\/div>\n\n

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Track: Life Sciences<\/h6> <\/div>\n<\/div>\n\n
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ML-Driven Demand Planning in a Post-COVID Healthcare Environment<\/h2>\n

Throughout the COVID pandemic, healthcare providers have faced unique supply chain disruptions which limit their ability to predict demand for supplies and procedures. An abundance of COVID affected patients has overwhelmed hospitals, challenging their ability to supply, maintain and meet patient demands for life-saving medicines and interventions.<\/p>\n

In this case study, we\u2019ll consider the impact of COVID on supply demand from the perspective of patients awaiting orthopedic procedures due to decreased hospital capacity and availability of implants. Along the way, we will endeavor to show that next generation planning models driven by tenders data, artificial intelligence (AI) and machine learning (ML) can help healthcare providers to navigate the difficulties of a post-pandemic world.<\/p> <\/div>\n<\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n","protected":false},"excerpt":{"rendered":"

James Mansfield James Mansfield Senior Vice President, Life Science & Healthcare, DataPrime Artificial Intelligence James Mansfield began consulting in 2021 DataPrime.ai to help secure private equity funding to develop Life Science & Healthcare advanced analytics tools to improve health, wellness and access.\u00a0 Today, James shares DataPrime Life Science & Healthcare’s ML Global Demand Planning & […]<\/p>\n","protected":false},"author":1001094,"featured_media":2515,"parent":256,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-1345","page","type-page","status-publish","has-post-thumbnail","hentry","has-post-title","has-post-date","has-post-category","has-post-tag","has-post-comment","has-post-author",""],"acf":[],"yoast_head":"\nJames Mansfield - 2022 INFORMS Business Analytics Conference<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/speakers\/james-mansfield\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"James Mansfield\" \/>\n<meta property=\"og:description\" content=\"James Mansfield James Mansfield Senior Vice President, Life Science & Healthcare, DataPrime Artificial Intelligence James Mansfield began consulting in 2021 DataPrime.ai to help secure private equity funding to develop Life Science & Healthcare advanced analytics tools to improve health, wellness and access.\u00a0 Today, James shares DataPrime Life Science & Healthcare’s ML Global Demand Planning & […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/speakers\/james-mansfield\/\" \/>\n<meta property=\"og:site_name\" content=\"2022 INFORMS Business Analytics Conference\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/INFORMSpage\/\" \/>\n<meta property=\"article:modified_time\" content=\"2022-03-28T19:37:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/files\/2022\/03\/Mansfield_James.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@INFORMS\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/speakers\/james-mansfield\/\",\"url\":\"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/speakers\/james-mansfield\/\",\"name\":\"James Mansfield - 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An abundance of COVID affected patients has overwhelmed hospitals, challenging their ability to supply, maintain and meet patient demands for life-saving medicines and interventions.<\/p> <p>In this case study, we\u2019ll consider the impact of COVID on supply demand from the perspective of patients awaiting orthopedic procedures due to decreased hospital capacity and availability of implants. Along the way, we will endeavor to show that next generation planning models driven by tenders data, artificial intelligence (AI) and machine learning (ML) can help healthcare providers to navigate the difficulties of a post-pandemic world.<\/p>","_links":{"self":[{"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/pages\/1345","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/users\/1001094"}],"replies":[{"embeddable":true,"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/comments?post=1345"}],"version-history":[{"count":9,"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/pages\/1345\/revisions"}],"predecessor-version":[{"id":2519,"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/pages\/1345\/revisions\/2519"}],"up":[{"embeddable":true,"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/pages\/256"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/media\/2515"}],"wp:attachment":[{"href":"https:\/\/meetings.informs.org\/wordpress\/analytics2022\/wp-json\/wp\/v2\/media?parent=1345"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}