m artificial intelligence in medicine a c - …...create a new 'whole' artificial...
TRANSCRIPT
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Anthony C. Chang, MD, MBA, MPH, MS
Chief Intelligence and Innovation Officer
Founder & Director, MI3
Children’s Hospital of Orange County
Orange, CA. USA
Email: [email protected]
Website: AI-Med.io
MISCONCEPTIONS ABOUT
ARTIFICIAL INTELLIGENCE IN MEDICINE
A CLINICIAN- DATA SCIENTIST PERSPECTIVE
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Cognitive Computing
Machine Learning
Deep Learning
Natural Language
Processing (NLP)Reinforcement Learning
Robotics
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CLINICIANS WILL BE REPLACED BY AI
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AI TO EVERY ASPECT OF HEALTHCARE
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AI CONQUERED GO (SO BIOMEDICINE IS EASY)
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DL WILL BE MAIN AI TOOL FOR A LONG TIME
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THE AUC/ROC INDICATES AI PERFORMANCE
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THE AUC/ROC VS PRECISION RECALL
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YOU HAVE TO PROGRAM TO CONTRIBUTE
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WE NEED MORE DATA FOR DL IN MEDICINE
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AI IS FOR IMAGE-FOCUSED SUBSPECIALTIES
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Lin SY, Mahoney MR, and Sinsky CA. Ten Ways Artificial Intelligence Will Transform Prima ry Care. J of Gen Internal Med 2019; 1-5.
PRIMARY CARE
AND AI
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AI WILL MAKE CLINICIANS LESS HUMAN
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AI IS A BLACK BOX
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AI IN MEDICINE WILL BE HERE IN THE FUTURE
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Time
Know
ledge
Knowledge Gap
Precision Medicine
Population Health
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VERY SPECIAL THANKS TO:
Sharon Disney Lund Medical
Intelligence and Innovations
Institute (MI3) at
Children’s Hospital of Orange
County
and
Honors Cooperative Program in
Biomedical Data Science/
Artificial Intelligence at
Stanford School of Medicine
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www.AI-Med.io
December 12-15, 2018
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September 17-19, 2019
London
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