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Will Artificial Intelligence
Change Healthcare?
Eugene Borukhovich
SVP Healthcare
@HealthEugene
Credit: Jurjen Söhne @juris_tweets
Credit: Jurjen Söhne @juris_tweets
Credit: Jurjen Söhne @juris_tweets
Intelligence Exhibited by machines
Reasoning & Knowledge
Planning & Learning
Natural Language Processing
Perception & Object Manipulations
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
Creation of data assets
Over 2B mobile devices
Cost of compute & storage
Improvements in learning systems
Artificial Intelligence, Real Money
Total venture capital money for pure AI startups, by year
Data: CB Insights
Artificial Intelligence in Healthcare
Data: CB Insights
Machine Learning
Systems Neuroscience
Emotion Recognition (Emotient)
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.
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
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.
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
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
Over 2M women
Wearables
Regulations
Credit: Matthew Scherer’s article ‘Regulating Artificial Intelligence Systems’.
“Difficult is what takes a little time;
the impossible is what take a little longer”
- Fridtjof Nansen, 1922
@HealthEugene

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Will Artificial Intelligence Change Healthcare?

Hinweis der Redaktion

  1. What is AI? Give a minute on what it is…..
  2. What is AI? Give a minute on what it is…..
  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. AI has been there for years, the term was coined in 1955
  7. Why AI NOW? What is different?
  8. Let’s follow the money - NLP, machine learning, deep learning and predictive APIs
  9. Let’s follow the money - NLP, machine learning, deep learning and predictive APIs
  10. Google / Deepmind Streams – early signs for acute kidney injury Hark – helping clincians take action
  11. Click on photo for video, or place video from your computer
  12. EMOTIENT (Apple)
  13. Daredevil – guy’s senses have been trained
  14. Daredevil – guy’s senses have been trained
  15. Daredevil – guy’s senses have been trained
  16. 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.
  17. Click on photo for video, or place video from your computer
  18. Click on photo for video, or place video from your computer