Big data and AI in a radiologist's reading room. Check out this presentation by the EuSoMII president Sergey Morozov.(MD, PhD, MPH, CEO of Radiology Research and Practical Centre, Chief Radiology Officer of Moscow, President of Moscow RSR).
21. www.eusomii.pro
#AIHealth
DIAGNOSTICS AND
RISK ANALYTICS DRAW
MOST DEALS IN 2016
Imaging & diagnostics
dominated 2015, and is
at par with insights &
risk analytics so far this
year.
Deals to lifestyle
management &
monitoring picked up in
2015.
Virtual assistants, and AI
startups in mental health
still have room for
further investment
activity.
www.cbinsights.com 16
AI IN HEALTHCARE: CATEGORY HEATMAP
2012-2016 (as of 8/30/2016)
No. of deals
Min Max
CATEGORY 2012 2013 2014 2015 2016YTD
Insights & Risk Analytics
Lifestyle Management & Monitoring
Imaging & Diagnostics
Drug Discovery
Emergengy Room & Hospital Management
Wearables
Virtual Assistants
Mental Health
Research
Nutrition
Miscellaneous
www.cbinsights.com
Investments in AI/ML for
imaging
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morozov@npcmr.ru
Enlitiс.com
develops AI/ML
• X-ray/CT/MR
• CXR AUC 0.92
• Radiologist’s
AUC 0.5-0.72
Automatic lung nodes detection,
measurement, classification, and
reporting
26. www.eusomii.pro
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● Up to 36% of medical functions in healthcare can be
automated
● Healthcare automation brings cost savings of appr.
7-11%
● Artificial Intelligence algorithms’ development starts
from a problem, but not a technical solution
● Most of developed AI algorithms are useless
● Infrastructure and data
● Expert-as-a service is a business model of the future
● Key competency of the future – change
management
Take-home points