9/15/2015. MD Anderson s Roadmap for Advanced Analytics

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1 MD Anderson s Roadmap for Advanced Analytics October 16,

2 About The Advisory Board Company 4, , ,000 + Hospitals and health care organizations in our membership RESEARCH AND INSIGHTS Memberships Offering Strategic Guidance and Actionable Insights Dedicated to the most pressing issues and concerns in health care 300+ industry experts on call 200+ customizable forecasting and decision-support tools PERFORMANCE TECHNOLOGIES National Peer Collaboratives Powered by Web-Based Analytic Platforms Leading provider: Over 65% of inpatient admissions in the United States flow through our technology platforms Over 3 million user sessions annually Key challenges addressed: margin improvement, physician alignment, payer contracting, quality improvement, and patient experience Health care professionals employed CONSULTING AND MANAGEMENT Seasoned, Hands-On Support and Practice Management Services 3,600+ years of operator experience in hospital and physician practices Principal terrains: growth, margins, physician alignment, and the transition to value Range of engagements from strategy to best practice installation to interim management to fully managed services Hospitals using our performance technologies TALENT DEVELOPMENT Partnering to Drive Workforce Impact and Engagement Impacted the achievement of 88,000+ executives, physicians, clinical leaders, and managers 19,500+ outcomes-driven workshops tailored to partners specific needs Survey Solutions Customized strategies for improving employee and physician engagement National health carespecific benchmarking database of 880,000 respondents 2

3 Advisory Board Company Health Care IT Advisor Helping You Work Smarter, Faster What We Do Develop Market-Leading Strategy Special IT Summit for you and your C-Suite Buddy Presentations and facilitated discussions on critical IT-related topics to get IT and non-it leaders on the same page Analysis of national trends and industry news Strategic planning tools On-call expert consultations Executive briefings, reports, and presentations Decision guides Tools Accelerate Performance Improvement Templates 2014 CIO IT Cost and Performance Management Survey Enhance Team Effectiveness Staff training and development Health Care Delivery Boot Camp series Health care cheat sheets Sample policies, procedures, job descriptions Ready-made presentations News digests and analysis 3

4 MD Anderson s Mission To eliminate cancer in Texas, the nation and the world through outstanding programs that integrate patient care, research and prevention, and through education for undergraduate and graduate students, trainees, professionals, employees and the public. 4

5 MD Anderson s Vision We shall be the premier cancer center in the world, based on the excellence of our people, our research-driven patient care and our science. 5

6 MD Anderson s Core Values Caring Integrity Discovery 6

7 Patient Care at MD Anderson 7

8 Patient Care FY 2014 Treated more than 127,000 people. Almost 8,000 participants were enrolled in clinical trials exploring innovative treatments. It s the nation s largest cancer clinical trial program. 8

9 Patient Care FY 2014 Hospital admissions 27,761 Average number of inpatient beds 654 Outpatient clinic visits, treatments and procedures 1,363,008 Pathology/laboratory medicine procedures 12,005,766 Diagnostic imaging procedures 523,297 Surgery hours 69,506 Active clinical research protocols 1,101 9

10 Major Initiatives Core Systems Big Data Institutional Analytics User Experience Cognitive Computing 10

11 The Evolving Story of Intelligent Computing/AI 1 And Why Should We Care Now? What Intelligent computing/ai uses algorithms, heuristics, pattern matching, rules, machine/deep learning, and cognitive computing to solve problems typically performed by humans, as well as complex problems difficult for humans How Intelligent systems are often inspired by biology (parallel computation) and through access to large data sets, get smarter with use When AI has been in development for decades, but only recently gotten good enough for people to notice, mostly due to advances in other industries besides health care Why Who The public perception of AI is still often influenced by hundreds of sci-fi movies, bad robots, and a general skepticism that machines will ever be capable of human capabilities that we hold so dear The Rise of Intelligent Machines is just about upon us, and the world, especially the health care industry, is far from prepared for what s to come 1)Artificial Intelligence 11

12 Some (Controversial) Definitions of IC 1 /AI 2 When is it Intelligent? Intelligent Computing/AI Cognitive Computing (simulates human thought processes) Statistics and Analytics Bio-Inspired Systems Symbolic Reasoning The less the statistician, programmer, researcher or analyst has to determine the order of processing, the training data to apply (and when), the factors/parameters to focus on, or the steps to take to improve the model or derive an answer, the more the system could be described as cognitive computing (simulates the human thought process) or intelligent computing/ai (a system that can learn and adapt) 1)Intelligent Computing 2)Artificial Intelligence 12

13 Best When: 9/15/2015 Three Major Approaches to Intelligent Computing Together Increasingly Being Referred to as Cognitive Computing Statistics and Analytics Descriptive and Inferential Regression Bayesian networks Random Forest Data Mining Predictive Analytics Computational Learning Symbolic (Logical) Reasoning Rule-based systems Knowledge-based systems Induction and Deduction Forward and Backward Chaining Fuzzy logic Bio-Inspired (Supervised or Unsupervised) Neural Networks (Multilayer, Feedforward, Recurrent, Convolutional) Genetic algorithms Progeny Clustering Machine Learning Deep Learning There is a hypothesis to test or pattern to discover Extensive domain knowledge is available A black box answer will suffice 13

14 How Fast is AI 1 Advancing: Are We There Yet? And if Not, When? AI and Intelligent Computing advances are starting to accelerate Surpass human intelligence - Some predict we ll see the singularity of machine intelligence in the next few decades AI Winters - AI has already gone through a few phases of hype and troughs of disillusionment ( , and ) Unpredictable Timing - Some advances seem to never arrive (speech recognition) while others come upon us unexpectedly (GPS driving directions) Exponential growth Will AI take off thanks to network effects and disruptive Innovations, or will it only make modest advances for the next decades?? 50s 60s 70s 80s 90s )Artificial Intelligence 14

15 Big Data for Analytics & Cognitive Computing Systems of Record Kronos Peoplesoft Facilities UTPD Volunteer Services Rotary House Point of Sale Parking Garages MyHR Clinic Station Epic Cerner CARE Lab GE IDX Pharmacy IPCT LCDR Gemini Melcore Enterprise Business Clinical Research Systems of Reporting EPM Web Analytics Hyperion Smart View Oracle Business Intelligence Cohort Explorer Hyperion Interactive Reporting FIRE Crystal Business Objects EIW Systems of Insights Big Data Facebook US Census Yelp! Center for Disease Control The Weather Channel Google oracle.com LinkedIN Twitter Cognitive UPS Reuters Youtube Medical Devices Building Controls Wayfinding Campus Video Medical Equipment Real-time Location Service Cognitive Claims Patient Concierge Cognitive Help Desk 15

16 Big Data for Analytics & Cognitive Computing Systems of Record Kronos Peoplesoft Facilities UTPD Volunteer Services Rotary House Point of Sale Parking Garages MyHR Clinic Epic Station CARE Cerner GE IDX Lab Pharmacy IPCT LCDR Gemini Melcore Enterprise Business Clinical Research Systems of Reporting EPM Web Analytics Hyperion Smart View Oracle Business Intelligence Cohort Explorer Hyperion Interactive Reporting FIRE Crystal Business Objects EIW Systems of Insights Big Data Facebook US Census Yelp! Center for Disease Control The Weather Channel Google oracle.com LinkedIN Twitter Cognitive UPS Reuters Youtube Medical Devices Building Controls Wayfinding Campus Video Medical Equipment Real-time Location Service Cognitive Claims Patient Concierge Cognitive Help Desk 16

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33 Thank You! 33