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Fighting (and winning)
the battle of diabetes with M2M
M2M conference, Herzliya, Israel
June 2, 2013
Danny Lieberman
dl@software.co.il
Software Associates Software security specialists for biomed
Foreword
• Work described in this talk was performed
under contract to Labstyle Innovations for the
Dario project.
• My thanks to Dr. Oren Fuerst CEO and Erez
Raphael VP R&D.
In the beginning
• In the beginning there was connectivity and
hierarchy.
Data
center
Meter
#1145671
The
network
Meter
#8716542
Connectivity
Dumb
Smart
Hierarchy
Doctor
Parent
Nurse
Child
Dumb
Expert
Hierarchy creates a bottleneck
This is a problem
• Data flows 1 way to the provider who accrue
most of the benefits.
– The water company
– Your healthcare provider
• Consumers who generate the data don’t get
cheaper water or better health
The real problem
Technology
Mobile
• 1.4 BN smart
mobile
devices
Mobile
Medical
• Large numbers
of consumers
with mobile
medical
devices
Search
• Large numbers
of patients
asking Dr.
Google or
friends on FB
Innovation 101: Data accessibility
Cloud data analytics services
Device
#8217662
Device
#1198716
Device
#7761543
Big data
Smart devices
Access to data enables
the consumer to
make better informed
decisions - but there
are serious problems
of data quality.
Innovation 201 – Data to action
Accurate data collected
with the same test
equipment enables a
swarm of devices to
be proactive.
Dario: Devices to data to action
www.mydario.com
Dario: Devices to data to action
Actionable
Intelligence
All-in-1
Glucometer
Mobile App
Great data
Accessibility
Machine learning
Proactive
treatment
Strips, lancet
Glucometer,
iPhone I/F
Blood glucose,
Food,
Medication,
Exercise
Data access to
caregivers,
physicians
System architecture
iOS Android RIM Win8
Mobile Clients
Product
WebSite
Commercial
WebSite (investors
Relations)
Web Clients
Cloud Side
Firmware
Dario GM
Services(Logic,Monitoring,Localization)
DataBases(Medical...
All-in-1 Glucometer
Glucometer components
• Basic Adaptor - basic adaptor that connects to
the audio jack of a Smartphone; transmits
test signal from a blood test strip
• Lancing Device–Integrated lancing device that
can be loaded with disposable lancet
• Strips Cartridge–disposable strips cartridge
holding and dispensing 25 test strips.
• Mobile device application
Demo
• Short guided tour with my iPhone
Caregiver/physician module
• Enables a caregiver to track patients and
identify the level of compliance with the
recommended treatment.
• Help identify patients that are in risk and that
require a higher level of personal attention at
a particular point in time.
Machine learning module
• Trains on personal data sets of blood glucose,
food intake, insulin dosage and physical exercise.
• Implements a novel collaborative approach
between user and system
• Reinforces patient behavior
• Provides proactive feedback in the form of
rewards that guide the learning algorithm and
the user to achieve better diabetes management
Dario - Fighting and winning the war on diabetes with your iPhone and a mobile glucometer

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Dario - Fighting and winning the war on diabetes with your iPhone and a mobile glucometer

  • 1. Fighting (and winning) the battle of diabetes with M2M M2M conference, Herzliya, Israel June 2, 2013 Danny Lieberman dl@software.co.il Software Associates Software security specialists for biomed
  • 2. Foreword • Work described in this talk was performed under contract to Labstyle Innovations for the Dario project. • My thanks to Dr. Oren Fuerst CEO and Erez Raphael VP R&D.
  • 3. In the beginning • In the beginning there was connectivity and hierarchy.
  • 6. Hierarchy creates a bottleneck
  • 7. This is a problem • Data flows 1 way to the provider who accrue most of the benefits. – The water company – Your healthcare provider • Consumers who generate the data don’t get cheaper water or better health
  • 9. Technology Mobile • 1.4 BN smart mobile devices Mobile Medical • Large numbers of consumers with mobile medical devices Search • Large numbers of patients asking Dr. Google or friends on FB
  • 10. Innovation 101: Data accessibility Cloud data analytics services Device #8217662 Device #1198716 Device #7761543 Big data Smart devices Access to data enables the consumer to make better informed decisions - but there are serious problems of data quality.
  • 11. Innovation 201 – Data to action Accurate data collected with the same test equipment enables a swarm of devices to be proactive.
  • 12. Dario: Devices to data to action www.mydario.com
  • 13. Dario: Devices to data to action Actionable Intelligence All-in-1 Glucometer Mobile App Great data Accessibility Machine learning Proactive treatment Strips, lancet Glucometer, iPhone I/F Blood glucose, Food, Medication, Exercise Data access to caregivers, physicians
  • 14. System architecture iOS Android RIM Win8 Mobile Clients Product WebSite Commercial WebSite (investors Relations) Web Clients Cloud Side Firmware Dario GM Services(Logic,Monitoring,Localization) DataBases(Medical...
  • 16. Glucometer components • Basic Adaptor - basic adaptor that connects to the audio jack of a Smartphone; transmits test signal from a blood test strip • Lancing Device–Integrated lancing device that can be loaded with disposable lancet • Strips Cartridge–disposable strips cartridge holding and dispensing 25 test strips. • Mobile device application
  • 17. Demo • Short guided tour with my iPhone
  • 18. Caregiver/physician module • Enables a caregiver to track patients and identify the level of compliance with the recommended treatment. • Help identify patients that are in risk and that require a higher level of personal attention at a particular point in time.
  • 19. Machine learning module • Trains on personal data sets of blood glucose, food intake, insulin dosage and physical exercise. • Implements a novel collaborative approach between user and system • Reinforces patient behavior • Provides proactive feedback in the form of rewards that guide the learning algorithm and the user to achieve better diabetes management

Notas del editor

  1. There is good reason for this – the providers invest in transaction systems to improve their operational efficiency, the cost of water or outbreaks of swine flu are beyond their control – or not?
  2. In the US 10.5% of population between 20 and 70. In Israel – 6%. That is NIS 12 BN. The entire 2012 budget of the Ministry of Education was 40BN by comparison.
  3. Medicine begins to look very different with apps (and devices connected to the smartphone) that don’t just communicate information, but actually do medicine — diagnostics, telemetry and therapy — on the smart phone or tablet.