Session 5: Overcoming Issues in AI Deployment • Vimla Patel , NY Academy of Medicine “The role of cognitive science in developing safe and acceptable clinical technologies” • David Ledbetter, Children’s Hospital Los Angeles “Data scientists are from Mars, clinicians are from Venus” • Eric Fish, Federation of State Medical boards “Key questions for state regulators regarding AI deployment” • Lynda Chin, Dell Medical School “Valley of death for digital innovation in medicine”
AIMed NORTH AMERICA, CALIFORNIA 11–14 DECEMBER 2019 Valley of Death for Digital Innovation in Medicine Lynda Chin, MD CEO Apricity Health Professor, Dell Medical School www.aimed.events/northamerica-2019/ @socialnamehere @socialnamehere @socialnamehere @socialnamehere
Big Data and AI in Medicine: Hype or Reality? Lynda Chin, MD | Page 3
Er Era of the Long Tail • Yesterday • Cater to the center: mass preference Raising the tail in medicine • Average retail store carried 4,000 SKUs Precision in therapy choice • Personalization in delivery of care • Health Outcome • Today Technology o • Amazon alone has 500 million SKUs. Big data o Analytics à Scaled product discovery o à Affordable fulfillment capabilities Time Anya Schiess, General Partner, Healthy Venture Lynda Chin, MD | Page 4
Transformation = Disruption + Integration Information Data Data Information Data Data Insights Actions IoT - Apps Data Information Blood Tests Con Contextualize à De Decisions Wo Workflow à Im Implem emen ent Measure Data Implementation What What Legacy system • • • When Who Humans • • • Where How • • Lynda Chin, MD | Page 5
Coordination Patient Connectivity Information Knowledge Nurses Emergency Care Pharmacists Non-oncology care providers Oncologist Lynda Chin, MD | Page 6
Detection Diagnosis Treatment Management on Therapy • Data • Technology • Expertise • Operating model • Business model • Workforce Lynda Chin, MD | Page 7
Bridging the Valley of Death: Digital Super-highway • Data • Technology • Expertise • Operating model • Business model • Workforce Lynda Chin, MD | Page 8
https://www.elsevier.com/events/conferences/ai-and-big-data-in-cancer Lynda Chin, MD | Page 9
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