Will Artificial Intelligence Change Healthcare?
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This document discusses how artificial intelligence could change healthcare. It notes that improvements in machine learning, access to large amounts of patient data from mobile devices, and decreasing costs of computing power are enabling new applications of AI in healthcare. These include using AI to better predict drug outcomes and patient responses, confirm medication adherence, help develop new drugs, and provide cognitive assistance to Alzheimer's patients. However, the document also notes regulatory challenges will need to be addressed as AI applications in healthcare expand.
Will Artificial Intelligence Change Healthcare?
- 1. Will Artificial Intelligence Change Healthcare? Eugene Borukhovich SVP Healthcare @HealthEugene
- 2. Credit: Jurjen Söhne @juris_tweets
- 3. Credit: Jurjen Söhne @juris_tweets
- 5. Credit: Jurjen Söhne @juris_tweets
- 6. Intelligence Exhibited by machines Reasoning & Knowledge Planning & Learning Natural Language Processing Perception & Object Manipulations
- 7. 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
- 8. Creation of data assets Over 2B mobile devices Cost of compute & storage Improvements in learning systems
- 9. Artificial Intelligence, Real Money Total venture capital money for pure AI startups, by year Data: CB Insights
- 10. Artificial Intelligence in Healthcare Data: CB Insights
- 17. AI to predict drug resistance 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.
- 18. 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
- 19. 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.
- 20. 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
- 21. With IoT applications quickly reaching a limit of what could be done with all the data collected, machine-learning systems are adapting to handle larger capacities of incoming data AI for Wearable Health
- 23. Regulations Credit: Matthew Scherer’s article ‘Regulating Artificial Intelligence Systems’.
- 24. “Difficult is what takes a little time; the impossible is what take a little longer” - Fridtjof Nansen, 1922
- 25. @HealthEugene
Editor's Notes
- #3: What is AI? Give a minute on what it is…..
- #4: What is AI? Give a minute on what it is…..
- #5: What is AI? Give a minute on what it is…..
- #6: What is AI? Give a minute on what it is…..
- #7: What is AI? Give a minute on what it is…..
- #8: AI has been there for years, the term was coined in 1955
- #9: Why AI NOW? What is different?
- #10: Let’s follow the money - NLP, machine learning, deep learning and predictive APIs
- #11: Let’s follow the money - NLP, machine learning, deep learning and predictive APIs
- #12: Google / Deepmind Streams – early signs for acute kidney injury Hark – helping clincians take action
- #13: Click on photo for video, or place video from your computer
- #14: EMOTIENT (Apple)
- #15: Daredevil – guy’s senses have been trained
- #16: Daredevil – guy’s senses have been trained
- #17: Daredevil – guy’s senses have been trained
- #20: 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.
- #23: Click on photo for video, or place video from your computer
- #25: Click on photo for video, or place video from your computer