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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
Cognitive Computing
Machine Learning
Deep Learning
Natural Language
Processing (NLP)Reinforcement Learning
Robotics
CLINICIANS WILL BE REPLACED BY AI
AI TO EVERY ASPECT OF HEALTHCARE
AI CONQUERED GO (SO BIOMEDICINE IS EASY)
DL WILL BE MAIN AI TOOL FOR A LONG TIME
THE AUC/ROC INDICATES AI PERFORMANCE
THE AUC/ROC VS PRECISION RECALL
YOU HAVE TO PROGRAM TO CONTRIBUTE
WE NEED MORE DATA FOR DL IN MEDICINE
AI IS FOR IMAGE-FOCUSED SUBSPECIALTIES
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
AI WILL MAKE CLINICIANS LESS HUMAN
AI IS A BLACK BOX
AI IN MEDICINE WILL BE HERE IN THE FUTURE
Time
Know
ledge
Knowledge Gap
Precision Medicine
Population Health
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
www.AI-Med.io
December 12-15, 2018
September 17-19, 2019
London
