Health 2.0 WinterTech: Will Artificial Intelligence change healthcare? by Eugene Borukhovich, SVP Healthcare
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The document discusses the transformative potential of artificial intelligence in healthcare, highlighting its applications in predicting drug outcomes and assisting medication adherence. It mentions collaborations between major companies, such as IBM and Johnson & Johnson, to enhance drug development, and explores the use of AI for supporting Alzheimer’s patients. Additionally, it notes the rapid advancements in machine learning systems and the growing investment in AI startups within the healthcare sector.
Health 2.0 WinterTech: Will Artificial Intelligence change healthcare? by Eugene Borukhovich, SVP Healthcare
- 1. Will Artificial Intelligence Change Healthcare? Eugene Borukhovich SVP Healthcare @HealthEugene
- 2. Intelligence Exhibited by machines Reasoning & Knowledge Planning & Learning Natural Language Processing Perception & Object Manipulations
- 3. Creation of data assets Over 2B mobile devices Cost of compute & storage Improvements in learning systems Perception & Object Manipulations E-Commerce Banking Search Engines Entertainment
- 4. Creation of data assets Over 2B mobile devices Cost of compute & storage Improvements in learning systems
- 5. Artificial Intelligence, Real Money Total venture capital money for pure AI startups, by year Data: CB Insights 2015 • Over 300 deals • 33 M&A Transactions • 1 IPO • ~5% of total VC funding
- 11. AI to predict drug resistance Could AI predict healthcare outcomes? A research Peter Rogan of the University of Western Ontario reports that artificial intelligence is a powerful tool to predict drug outcomes because it looks at the sum of all the interacting genes.
- 12. US startup AiCure uses artificial intelligence on patient’s mobile devices to confirm medication ingestion support in clinical trials and high-risk populations. “Did you take your pill?” How AI could support medication adherence
- 13. AI for smarter drug development As a result of joint efforts of IBM, Johnson & Johnson, and Sanofi, IBM Watson Discovery Advisor could help doctors to match a drug with the right set of patients in order to maximize effectiveness and minimize side effects.
- 14. Assisted cognition systems explored by Department of Computer Science & Engineering University of Washington, are considered to make use of AI technology to replace some of the memory and problem- solving abilities that have been lost by an Alzheimer’s patient. AI for Alzheimer’s Patients
- 15. With IoT applications quickly reaching a limit of what could be done with all the data collected, machine-learning systems have adapting to handle larger capacities of incoming data AI for Wearable Health
- 16. Regulations Credit: Matthew Scherer’s article ‘Regulating Artificial Intelligence Systems’.
Editor's Notes
- #3: What is AI? Give a minute on what it is…..
- #4: AI has been there for years, the term was coined in 1955
- #5: Why AI NOW? What is different?
- #6: Let’s follow the money - NLP, machine learning, deep learning and predictive APIs
- #7: Google / Deepmind
- #8: Click on photo for video, or place video from your computer
- #9: EMOTIENT (Apple)
- #10: Daredevil – guy’s senses have been trained
- #11: Daredevil – guy’s senses have been trained
- #14: As a result of joint efforts of IBM, Johnson & Johnson, and Sanofi, IBM Watson Discovery Advisor could help doctors to match a drug with the right set of patients in order to maximize effectiveness and minimize side effects.