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© 2018 All Rights Reserved | Steve Ardire
My talk: AI Innovation in Healthcare
Steve Ardire
AI startup advisor & 'Merchant of Light
sardire@gmail.com @sardire
http://www.linkedin.com/in/sardire
About Me:
Advise numerous AI startups ( business strategy, funding, marketing, customer/partner engagement )
shaping serendipity to connect & illuminate the dots that matter. Specialist for under appreciated,
underestimated, underdog AI startups.
Keen focus on #AugmentedIntelligence for #futureofwork my #Think2018 preso https://youtu.be/
lqRDbrKP7k4 ( pinned tweet on @sardire ) now 99,500 impressions.
@AIWorldExpo Dec 3 - 5 in Boston https://aiworld.com moderating panels on #AugmentedIntelligence
& Cognitive Applications for #futureofwork https://aiworld.com/Cognitive-Computing/ and #AI Follow
the Money panel https://aiworld.com/ai-startup-pavilion-and-theater-presentations
Fav quote: “Data is new oil, AI is the refinery”
https://www.thecube.net/guest/ftRSFjifYEjHtyp3Z see 4:46 to 5:53
http://www.mnmconferences.com/Artificial-Intelligence-in-Healthcare
© 2018 All Rights Reserved | Steve Ardire
https://latest.13d.com/artificial-intelligence-is-on-the-precipice-of-revolutionizing-medical-diagnosis-be6427239f58
AI revolutionizing medical diagnosis
• National Academies of Medicine:
diagnostic errors lead to up to 10% of
all patient deaths, and up to 17% of
all hospital complications.
• Machine learning as a diagnostic tool
will generate incredible efficiencies
and cost savings for patients,
doctors, and hospitals.
• AI will propel new winners in the tech
and healthcare sectors.
• Most importantly AI will save lives.
© 2018 All Rights Reserved | Steve Ardire
Self-taught AI beats doctors at
predicting heart attacks
http://www.sciencemag.org/news/2017/04/self-
taught-artificial-intelligence-beats-doctors-
predicting-heart-attacks
Arterys’s medical imaging FDA
approved to help doctors
diagnose heart problems
http://www.forbes.com/sites/bernardmarr/
2017/01/20/first-fda-approval-for-clinical-cloud-
based-deep-learning-in-healthcare/#7db3609746e6
takes 15 seconds to produce a result while
professional human analyst typically spends
30 minutes to an hour
Doctors pride themselves on their expertise
so will physicians adopt similar machine-
learning methods in their practices?
Imaging and advances in
computer vision
• Dramatically improve ability of health
professionals to establish a prognosis
and improve diagnostic accuracy
• Will drive rapid improvements in
performance and machine accuracy
will soon exceed that of humans.
Help Catch Alzheimer's Early
http://www.livescience.com/55313-artificial-intelligence-alzheimers-early-
detection.html#sthash.ilbHTCKm.uxfs&st_refDomain=&st_refQuery=
• People with Alzheimer's typically display decreased
perfusion in brain tissue, which results in insufficient
supply of oxygen and nutrients to the brain.
• MRI technique called arterial spin labeling (ASL),
which measures perfusion — the process of blood
being absorbed into a tissue — across the brain. Still
experimental
© 2018 All Rights Reserved | Steve Ardire
Deep Genomics to develop drugs using #deeplearning to find
patterns in genomic & medical data
https://www.technologyreview.com/s/604305/an-ai-driven-genomics-company-is-turning-to-drugs/
Models fundamental aspects of molecular biology so can be used for any variant and any disease.
• Target bio-marker discovery
• Interpretation of genetic variation
• Genome-based therapeutic development
• Molecular diagnostics and carrier screening
• Risk assessment for complex disorders
© 2018 All Rights Reserved | Steve Ardire
@Allen_Institute scientists are using #GPUs + #AI to predict the look of stem cells to better
understand cancer http://nvda.ws/2nTonjJ
Allen Cell Explorer: A portal to the human cell
https://youtu.be/E7PYBUyp4k0
© 2018 All Rights Reserved | Steve Ardire
Scientists taught an AI system to diagnose brain cancer http://nyp.st/2G0iSMw
Google #AI Tool Identifies a Tumor's Mutations From an Image
https://www.wired.com/story/google-ai-tool-identifies-a-tumors-mutations-from-an-image/?
mbid=social_twitter_onsiteshare
Eight of 10 people with #cancer risk genes don't know it https://eurekalert.org/e/8pkz
Algorithms can provide accurate ophthalmic diagnoses fully automatically
https://medicalxpress.com/news/2018-09-artificial-intelligence-opthamology.html
IBM's AI Can Predict #Psychosis in Your Speech https://futurism.com/ibm-psychosis-predicting-ai-speech/
Carnegie Mellon will help build 3D cellular map of human body https://eurekalert.org/e/8pZ3
Tiny soft robot with multilegs paves way for drugs delivery in human body
https://www.eurekalert.org/pub_releases/2018-09/cuoh-tsr092518.php
CRISPR/Cas9 in zebrafish disease models offer a new level of accuracy and specificity previously out of reach
for research into human genetic disorders https://eurekalert.org/e/8rjs
GET READY FOR PILLS PROGRAMMED TO RESPOND TO YOUR CELLS’ INDIVIDUAL NEEDS a field known as
molecular computation https://futurism.com/the-byte/molecular-computation-smart-pills
Teen invents AI treatment for pancreatic cancer http://theweek.com/speedreads/802754/teen-invents-artificial-
intelligence-treatment-pancreatic-cancer
© 2018 All Rights Reserved | Steve Ardire
Reimagining business processes with algorithms
• Machines can attend to vastly more information and more complex
processes than human beings.
• AI combines prediction with causal inference that looks beyond
correlation into root causes to address understanding and perceptions.
• Augmented intelligence ( humans + machines ) will deliver the “why”
with unprecedented level of insight, relevance, speed.
© 2018 All Rights Reserved | Steve Ardire
3 key points
here now
before AGIneed this
Weak AI
Limited understanding
with #emotionAI
that defines
context of
interaction for
understanding
behavior &
perception
© 2018 All Rights Reserved | Steve Ardire
@Soulmachines #EI for #AI
#emotionAI defines context of interaction for understanding behavior & perception
Ray Kurzweil: computers will
match or beat human intelligence
with emotions & sense of humor
hippocampus plays role in
memory and spatial navigation,
is essential to one’s ability to
recognize previously
encountered events, objects, or
people – a phenomenon known
as recognition memory
@EmoShape emotion synthesis
Robbie.ai predicts human
emotions in real time in
the real world
© 2018 All Rights Reserved | Steve Ardire
@emawware
http://pitch.emaww.com/
Why
Explainable AI
( XAI )
is Hot new
field
© 2018 All Rights Reserved | Steve Ardire
1. AI as capable ( and more capable than doctors ) in diagnosing patients. 
2. AI better than humans at predicting health events before they happen.
3. AI can make sense of huge amounts of data that would be overwhelming to humans or exactly
what’s needed in growing field of precision medicine
REAL value is AUGMENTING ( not replacing ) humans
• machineintelligence alone for mammograms has 80% to 90% precision ( similar to doctors )
• but combined with expertise of professional detection accuracy reaches up to 95%
• machinelearning technique could allow doctors to personalize cancer treatment and allow doctors to
predict where killer disease will spread
• New #AI system can screen for neurological illnesses in seconds
• AI system correctly refers patients with more than 50 different eye diseases for further treatment
with 94% accuracy, matching or beating world-leading eye specialists
• AI can spot the pain from a disease some doctors still think is fake
© 2018 All Rights Reserved | Steve Ardire
© 2018 All Rights Reserved | Steve Ardire
Impressed with https://getdiwo.com a cognitive system for continuous business
optimization for augmented intelligence where machines and humans work together
Overtaxed Working Memory
Knocks the Brain Out of Sync
Why
augment
human
intelligence !
© 2018 All Rights Reserved | Steve Ardire
Another Case in Point
© 2018 All Rights Reserved | Steve Ardire
Doctors said coma patients would never wake.
#AI said they would - and they did
#AI system developed in Beijing ‘will never replace doctors’
but it can trace brain activity invisible to the human eye
How Tencent’s medical
ecosystem is shaping the
future of China’s healthcare
https://technode.com/2018/02/11/tencent-
medical-ecosystem
© 2018 All Rights Reserved | Steve Ardire
Top Healthcare AI Trends To Watch
https://www.cbinsights.com/research/report/ai-trends-healthcare/
At Montefiore, AI Becomes Key to Patient Care
© 2018 All Rights Reserved |
Steve Ardire
How Blockchain is Powering Our Future for Healthcare
© 2018 All Rights Reserved | Steve Ardire
© 2018 All Rights Reserved | Steve Ardire
Could #AI Solve The Human Resources Crisis In #Healthcare?
https://medicalfuturist.com/could-a-i-solve-the-human-resources-crisis-in-healthcare

© 2018 All Rights Reserved | Steve Ardire
How AI is
Changing How
#Healthcare Must
Communicate
With Patients
© 2018 All Rights Reserved | Steve Ardire
SWARM Intelligence
Combining The Hive Mind With AI For Better Diagnoses
© 2018 All Rights Reserved | Steve Ardire
Mixed Reality and the Future of Healthcare
https://www.technative.io/mixed-reality-and-the-future-of-healthcare/
HoloLens in the operating room
https://www.youtube.com/watch?v=AbKmTT2t-IM
© 2018 All Rights Reserved | Steve Ardire
© 2018 All Rights Reserved | Steve Ardire
© 2018 All Rights Reserved | Steve Ardire
My talk: AI Innovation in Healthcare
Steve Ardire
AI startup advisor & 'Merchant of Light
sardire@gmail.com @sardire
http://www.linkedin.com/in/sardire
http://www.mnmconferences.com/Artificial-Intelligence-in-Healthcare

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AI Innovation Healthcare Summit Oct 25 – 26 in Boston by @sardire

  • 1. © 2018 All Rights Reserved | Steve Ardire My talk: AI Innovation in Healthcare Steve Ardire AI startup advisor & 'Merchant of Light sardire@gmail.com @sardire http://www.linkedin.com/in/sardire About Me: Advise numerous AI startups ( business strategy, funding, marketing, customer/partner engagement ) shaping serendipity to connect & illuminate the dots that matter. Specialist for under appreciated, underestimated, underdog AI startups. Keen focus on #AugmentedIntelligence for #futureofwork my #Think2018 preso https://youtu.be/ lqRDbrKP7k4 ( pinned tweet on @sardire ) now 99,500 impressions. @AIWorldExpo Dec 3 - 5 in Boston https://aiworld.com moderating panels on #AugmentedIntelligence & Cognitive Applications for #futureofwork https://aiworld.com/Cognitive-Computing/ and #AI Follow the Money panel https://aiworld.com/ai-startup-pavilion-and-theater-presentations Fav quote: “Data is new oil, AI is the refinery” https://www.thecube.net/guest/ftRSFjifYEjHtyp3Z see 4:46 to 5:53 http://www.mnmconferences.com/Artificial-Intelligence-in-Healthcare
  • 2. © 2018 All Rights Reserved | Steve Ardire https://latest.13d.com/artificial-intelligence-is-on-the-precipice-of-revolutionizing-medical-diagnosis-be6427239f58 AI revolutionizing medical diagnosis • National Academies of Medicine: diagnostic errors lead to up to 10% of all patient deaths, and up to 17% of all hospital complications. • Machine learning as a diagnostic tool will generate incredible efficiencies and cost savings for patients, doctors, and hospitals. • AI will propel new winners in the tech and healthcare sectors. • Most importantly AI will save lives.
  • 3. © 2018 All Rights Reserved | Steve Ardire Self-taught AI beats doctors at predicting heart attacks http://www.sciencemag.org/news/2017/04/self- taught-artificial-intelligence-beats-doctors- predicting-heart-attacks Arterys’s medical imaging FDA approved to help doctors diagnose heart problems http://www.forbes.com/sites/bernardmarr/ 2017/01/20/first-fda-approval-for-clinical-cloud- based-deep-learning-in-healthcare/#7db3609746e6 takes 15 seconds to produce a result while professional human analyst typically spends 30 minutes to an hour Doctors pride themselves on their expertise so will physicians adopt similar machine- learning methods in their practices?
  • 4. Imaging and advances in computer vision • Dramatically improve ability of health professionals to establish a prognosis and improve diagnostic accuracy • Will drive rapid improvements in performance and machine accuracy will soon exceed that of humans. Help Catch Alzheimer's Early http://www.livescience.com/55313-artificial-intelligence-alzheimers-early- detection.html#sthash.ilbHTCKm.uxfs&st_refDomain=&st_refQuery= • People with Alzheimer's typically display decreased perfusion in brain tissue, which results in insufficient supply of oxygen and nutrients to the brain. • MRI technique called arterial spin labeling (ASL), which measures perfusion — the process of blood being absorbed into a tissue — across the brain. Still experimental © 2018 All Rights Reserved | Steve Ardire
  • 5. Deep Genomics to develop drugs using #deeplearning to find patterns in genomic & medical data https://www.technologyreview.com/s/604305/an-ai-driven-genomics-company-is-turning-to-drugs/ Models fundamental aspects of molecular biology so can be used for any variant and any disease. • Target bio-marker discovery • Interpretation of genetic variation • Genome-based therapeutic development • Molecular diagnostics and carrier screening • Risk assessment for complex disorders © 2018 All Rights Reserved | Steve Ardire
  • 6. @Allen_Institute scientists are using #GPUs + #AI to predict the look of stem cells to better understand cancer http://nvda.ws/2nTonjJ Allen Cell Explorer: A portal to the human cell https://youtu.be/E7PYBUyp4k0 © 2018 All Rights Reserved | Steve Ardire
  • 7. Scientists taught an AI system to diagnose brain cancer http://nyp.st/2G0iSMw Google #AI Tool Identifies a Tumor's Mutations From an Image https://www.wired.com/story/google-ai-tool-identifies-a-tumors-mutations-from-an-image/? mbid=social_twitter_onsiteshare Eight of 10 people with #cancer risk genes don't know it https://eurekalert.org/e/8pkz Algorithms can provide accurate ophthalmic diagnoses fully automatically https://medicalxpress.com/news/2018-09-artificial-intelligence-opthamology.html IBM's AI Can Predict #Psychosis in Your Speech https://futurism.com/ibm-psychosis-predicting-ai-speech/ Carnegie Mellon will help build 3D cellular map of human body https://eurekalert.org/e/8pZ3 Tiny soft robot with multilegs paves way for drugs delivery in human body https://www.eurekalert.org/pub_releases/2018-09/cuoh-tsr092518.php CRISPR/Cas9 in zebrafish disease models offer a new level of accuracy and specificity previously out of reach for research into human genetic disorders https://eurekalert.org/e/8rjs GET READY FOR PILLS PROGRAMMED TO RESPOND TO YOUR CELLS’ INDIVIDUAL NEEDS a field known as molecular computation https://futurism.com/the-byte/molecular-computation-smart-pills Teen invents AI treatment for pancreatic cancer http://theweek.com/speedreads/802754/teen-invents-artificial- intelligence-treatment-pancreatic-cancer © 2018 All Rights Reserved | Steve Ardire
  • 8. Reimagining business processes with algorithms • Machines can attend to vastly more information and more complex processes than human beings. • AI combines prediction with causal inference that looks beyond correlation into root causes to address understanding and perceptions. • Augmented intelligence ( humans + machines ) will deliver the “why” with unprecedented level of insight, relevance, speed. © 2018 All Rights Reserved | Steve Ardire 3 key points
  • 9. here now before AGIneed this Weak AI Limited understanding with #emotionAI that defines context of interaction for understanding behavior & perception © 2018 All Rights Reserved | Steve Ardire
  • 10. @Soulmachines #EI for #AI #emotionAI defines context of interaction for understanding behavior & perception Ray Kurzweil: computers will match or beat human intelligence with emotions & sense of humor hippocampus plays role in memory and spatial navigation, is essential to one’s ability to recognize previously encountered events, objects, or people – a phenomenon known as recognition memory @EmoShape emotion synthesis Robbie.ai predicts human emotions in real time in the real world © 2018 All Rights Reserved | Steve Ardire @emawware http://pitch.emaww.com/
  • 11. Why Explainable AI ( XAI ) is Hot new field © 2018 All Rights Reserved | Steve Ardire
  • 12. 1. AI as capable ( and more capable than doctors ) in diagnosing patients.  2. AI better than humans at predicting health events before they happen. 3. AI can make sense of huge amounts of data that would be overwhelming to humans or exactly what’s needed in growing field of precision medicine REAL value is AUGMENTING ( not replacing ) humans • machineintelligence alone for mammograms has 80% to 90% precision ( similar to doctors ) • but combined with expertise of professional detection accuracy reaches up to 95% • machinelearning technique could allow doctors to personalize cancer treatment and allow doctors to predict where killer disease will spread • New #AI system can screen for neurological illnesses in seconds • AI system correctly refers patients with more than 50 different eye diseases for further treatment with 94% accuracy, matching or beating world-leading eye specialists • AI can spot the pain from a disease some doctors still think is fake © 2018 All Rights Reserved | Steve Ardire
  • 13. © 2018 All Rights Reserved | Steve Ardire Impressed with https://getdiwo.com a cognitive system for continuous business optimization for augmented intelligence where machines and humans work together
  • 14. Overtaxed Working Memory Knocks the Brain Out of Sync Why augment human intelligence ! © 2018 All Rights Reserved | Steve Ardire
  • 15. Another Case in Point © 2018 All Rights Reserved | Steve Ardire
  • 16. Doctors said coma patients would never wake. #AI said they would - and they did #AI system developed in Beijing ‘will never replace doctors’ but it can trace brain activity invisible to the human eye How Tencent’s medical ecosystem is shaping the future of China’s healthcare https://technode.com/2018/02/11/tencent- medical-ecosystem © 2018 All Rights Reserved | Steve Ardire
  • 17. Top Healthcare AI Trends To Watch https://www.cbinsights.com/research/report/ai-trends-healthcare/ At Montefiore, AI Becomes Key to Patient Care © 2018 All Rights Reserved | Steve Ardire
  • 18. How Blockchain is Powering Our Future for Healthcare © 2018 All Rights Reserved | Steve Ardire
  • 19. © 2018 All Rights Reserved | Steve Ardire
  • 20. Could #AI Solve The Human Resources Crisis In #Healthcare? https://medicalfuturist.com/could-a-i-solve-the-human-resources-crisis-in-healthcare © 2018 All Rights Reserved | Steve Ardire
  • 21. How AI is Changing How #Healthcare Must Communicate With Patients © 2018 All Rights Reserved | Steve Ardire
  • 22. SWARM Intelligence Combining The Hive Mind With AI For Better Diagnoses © 2018 All Rights Reserved | Steve Ardire
  • 23. Mixed Reality and the Future of Healthcare https://www.technative.io/mixed-reality-and-the-future-of-healthcare/ HoloLens in the operating room https://www.youtube.com/watch?v=AbKmTT2t-IM © 2018 All Rights Reserved | Steve Ardire
  • 24. © 2018 All Rights Reserved | Steve Ardire
  • 25. © 2018 All Rights Reserved | Steve Ardire My talk: AI Innovation in Healthcare Steve Ardire AI startup advisor & 'Merchant of Light sardire@gmail.com @sardire http://www.linkedin.com/in/sardire http://www.mnmconferences.com/Artificial-Intelligence-in-Healthcare