Deloitte Patient Journey and advanced analytics · Brightman Almagor Zohar & Co. (Deloitte Israel)...
Transcript of Deloitte Patient Journey and advanced analytics · Brightman Almagor Zohar & Co. (Deloitte Israel)...
Ran Bergman, Chief data scientist Deloitte
November 21th | 2017 | TLV
Deloitte Patient Journey and advanced analytics
Deloitte Analytics Insight-driven advantage Copyright © 2017 Deloitte Development LLC. All rights reserved. 22
The use of Advanced AnalyticsThe essential building blocks to Optimize and Personalize patient journey
Event DataScore / Alert /
Recommendation Action
In motion At rest Algorithm
Testing &
Diagnosis
Treatment &
Monitor
Health
Awareness
Research &
BookingConsultation
Deloitte Analytics Insight-driven advantage Copyright © 2017 Deloitte Development LLC. All rights reserved. 33
The use of Advanced AnalyticsThe essential building blocks to Optimize and Personalize patient journey
Event DataScore / Alert /
Recommendation Action
In motion At rest Algorithm
Testing &
Diagnosis
Treatment &
Monitor
Health
Awareness
Research &
BookingConsultation
Data Protection and Classification Copyright © 2017 Deloitte. All rights reserved. 4
Advanced Analytics and Big Data
© 2017 Brightman Almagor Zohar & Co.
Cognitive Cloud
Secure Cyber
Big Data Predictive Analytics
In-Memory DB Processing
Insights
Data Lakes
In-Memory
Internet of Things
Artificial Intelligence
Prescriptive Analytics
Text Analytics
Advanced Visualization
Crowdsourcing
Ambient Computing
Natural Language Processing
Cognitive Computing
Semantic Analysis
Gamification
Data Mining & Curation Algorithms, Ontologies, & Engines
Analytics Encompasses a Wide Array of Capabilities
© 2017 Brightman Almagor Zohar & Co.
1. The Digital TrailA digital footprint is the data that is left behind by users on digital services. There are two main classifications for digital footprints: passive
and active. A passive digital footprint is created when data is collected without the owner knowing, whereas active digital footprints are
created when personal data is released deliberately by a user for the purpose of sharing information about oneself by means of websites or
social media.
© 2017 Brightman Almagor Zohar & Co.
2. Data CapitalData in the 21st Century is like Oil in the 18th Century: an immensely, untapped valuable asset. Like oil, for those who see Data’s
fundamental value and learn to extract and use it there will be huge rewards.
JORIS TOONDERS, YONEGO
Data Is the New Oil of the Digital Economy
Wired 2014
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Volume Velocity Variety Veracity
Data at Rest Data in Motion Data in Many
Forms
Data in Doubt
Big data is a technology to
store and manage
Terabytes to Exabytes of
data
Big data is a technology to
capture and use streaming
data
Big data is a technology to
collect, store and
manipulate structured and
unstructured data
Big data is a technology to
deal with the uncertainty
due to data inconsistency,
incompleteness,
ambiguities, latency,
deception and abuse
3. Big Data
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4. AnalyticsConnecting the dots to create a “picture” that could be an alert, a recommendation or an insight
"Discover and communicate significant phenomena in the data, in order to improve business performance "
Wikipedia Georges Seurat
© 2017 Brightman Almagor Zohar & Co.
4. AnalyticsYou must have early business perspective in order to understand what you are looking at
© 2017 Brightman Almagor Zohar & Co.
Traditional
BI
Advanced
Analytics
The
Information
Value Gap
4. AnalyticsNarrowing the Information Value Gap (IVG)
Feedback
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5. Realities and Constraints (for Now)
NewScientist Volume 235, Issue 3134, 15 July 2017 The New Yorker, April 3 2017
© 2017 Brightman Almagor Zohar & Co. 13
The use of Advanced AnalyticsThe essential building blocks to Optimize and Personalize patient journey
Event DataScore / Alert /
Recommendation Action
In motion At rest Algorithm
Testing &
Diagnosis
Treatment &
Monitor
Health
Awareness
Research &
BookingConsultation
Thank you!
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Brightman Almagor Zohar & Co. (Deloitte Israel) is the member firm of Deloitte Touche Tohmatsu Limited in Israel. Deloitte Israel is one of Israel’s leading professional services firms, providing a wide range of world-class audit, tax, consulting, financial advisory and trust services. Through approximately 100 partners and directors and 1000 employees the firm serves domestic and international clients, public institutions and promising fast-growth companies whose shares are traded on the Israeli, US and European capital markets.
©2017 Brightman Almagor Zohar & Co. Member of Deloitte Touche Tohmatsu Limited.