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Data sharing
and how it’s changing healthcare
Asst Prof Matic Meglic MD PhD MBA
Strategy Director, Medtronic Hospital Solutions EMEA
@CONNECTED HEALTH & ME
Dublin, Nov 24 2014
Agenda
How data
enables
empowerment
What’s next
Patient registries
In EU
Traditional care model
EHR Clinical
knowledge
CARE
Patient engagement
EHR Clinical
knowledge
CARE
DO
Patient empowerment
ENABLER
EHR Clinical
knowledge
CARE
Contextual
Knowledge
Digitized
self / PHR
INFLUENCE
ENABLER / DISINTERMEDIATION
DO
The paradigm shift towards empowerment
requires e/mHealth as an enabler.
Key change drivers / enablers in healthcare
and their implications in healthcare:
• Affordable Technology
• Connected 24/7
• The quantified self
• Big Data & Open Data
• The empowered patient
• Personalized medicine
• New ePublicHealth paradigm
Patient empowerment
EHR Clinical
knowledge
CARE
Contextual
Knowledge
Digitized
self / PHR
INFLUENCE
ENABLER / DISINTERMEDIATION
DO
Empower to discover
• PatientsLikeMe
• Frost et al. JMIR 2011
• taking certain drugs “off-label“
with higher perceived efficacy
• side effect of amitriptyline (dry
mouth) as the purpose for taking
the drug (e.g. to treat excessive
salivation).
ePublicHealth paradigm change
• Personalisation of public health
• Infomediation (and consequent patient empowerment)
• Infodemiology, infoveillance
Personalized medicine
ENABLER
EHR Clinical
knowledge
CARE
Contextual
Knowledge
Digitized
self / PHR
INFLUENCE
ENABLER / DISINTERMEDIATION
DO
Based on this personalized profile …
• Find the most similar patients (or dynamic cohort) from entire population
• Analyze the attributes and outcomes for this cohort (across 30,000+ dimensions)
• Predict the probability of the desired outcome for patient in question
• Suggest a personalized care plan based on the unique needs of this patient
Desired
Outcomes
Historical Observation Window Prediction Window
This Patient’s Longitudinal Data Predicted Outcome For This Patient
Dynamic Cohort Longitudinal Data with Outcomes
Patient Similarity Analytics © JCrawfordIBM
Treatment Efficacy
Identifies the outcomes of drug treatments prescribed to groups of similar patients.
© JCrawfordIBM
So the clash of the titans is not (just) about
data..
• Google Health Kit
• Apple Health Kit
• Microsoft Health & HealthVault
• Truckloads of new smart devices (wearables,
implantables, ‘dissolvables’, ‘invisibles’) – for lifestyle and
healthcare use.
• Analytics and prediction based on your health data:
– At physician’s office
– On your smartphone
Influencing behaviour
ENABLER
EHR Clinical
knowledge
CARE
Contextual
Knowledge
Digitized
self / PHR
INFLUENCE
ENABLER / DISINTERMEDIATION
DO
Influencing behaviour
Consumerism
Games, Social networks
Healthy lifestyle, Chr Dis Mgmt
Azmo the dragon
And the final element!
ENABLER
EHR Clinical
knowledge
CARE
Contextual
Knowledge
Digitized
self / PHR
INFLUENCE
ENABLER / DISINTERMEDIATION
DO
Not always, not for everyone
Caution is however needed..
• Hacking attacks on remote devices
• Example of Melanoma Apps
• Access control breach
Health Data Landscape
• ‚Open‘ data (alltrials, care.data, number of pharma initiatives)
• Pharma 3.0 (E&Y report)
• US HIPAA/HITECH, Accountable Care, Meaningful Use
• mHealth (recent green paper by EC)
• EU Personal Data Protection Regulation proposal
• EU Cross-border Health care Directive (Art. 14)
• EU eHealth Network Guidelines & Multi-Annual Work Plan
• EU H2020 & AAL
• EU: eHN, eHGI, IHI, etc. epSOS, SHN, EXPAND, PARENT…
www.patientregistries.eu
PARENT – cross-border PAtient
REgistries iNiTiative
Incl. partners from Ireland:
www.patientregistries.eu
PARENT Joint Action tackles the unclear EU
Registry Landscape
• Where are the patient registries?
• Can we access their data? (for Public Health, Research)
• Do we understand the data in the same way?
• Processes to exchange data?
• Then provide tools to answer these Qs.
www.patientregistries.eu
Two key use cases are supported.
Use case 1:
• Help existing and new registries to be more
interoperable (Guidelines, best practices, CDS, SW)
• Assess Interoperability of these registries/data
sources (Assessment Tool)
Use case 2:
• Ability to identify registries/data sources (PARENT
Registry of Registries)
• Provide search & retrieval and maintenance of (RoR)
metadata from these registries
• Support exchange of data across registries (Query
broker)
www.patientregistries.eu
Knowledge Management Platform
PARENT Framework
Guidelines,
Recommendations,
Methodologies
Services, SW
tools
repository
Best
practices
Registry of
Registries,
Assessment Tool
Common
information
model,
ontologies,
vocabularies
Delivering PARENT
www.patientregistries.eu
Scenarios and use of PARENT results
• ESC: switch from their own RoR to PARENT RoR
• Arthroplasty: EAR collecting data from registries for safety
analysis
• MoH Slovenia (2014): use RoR for assessment of RD registries
• Valdoltra hospital Slovenia (2015): National registry for
arthroplasty using PARENT Framework
• Contributing to (2015): Irish Epidermolysis Bullosa Registry
and International Severe Acute Eczema registry
www.patientregistries.eu
Who benefits?
EC
JRCERN
MS
ERNERNRegistry
holders
Health
Auth.
Pharma
&Device
Industry
Insurers
Research
organizat
ions
Access
to data
Quality
of data
Reducing
barriers for
data re-use
Access to
data
Guidelines
Comparison
IT tools
Pharma
&Device
Industry
Research
organizati
ons
xxxxx
HTA
authorities
(MS and
EC)
www.patientregistries.eu
Future vision
• PARENT Guidelines and IOp assets
– Serve as a fundamental layer for secondary use of registry data: build
registries, search for data, retrieve data.
– Formally adopted by MS and EC initiatives (Safety, HTA, Post
marketing, etc.)
– Sustainable and further developed using a combination of biz models
(EC, MS, market)
• Patient focus (PROs, care&outcome benchmarking ->
future: patients request enrolment.
What prevents people from ageing well?
Navigating the health system pain points
Hospital Solutions: Developing services and
solutions spanning the care continuum and
grounded in our therapies
• Predictive analytics
• Patient screening
• Patient diagnostics
Disease
Management
• Remote monitoring
• Patient follow-up
and support
• Track disease progression
• Patient outreach
• Patient education
• Patient referral
Patient
Identification
Patient
Action
Patient
Management
• Core Medtronic therapies &
clinical support
• Care pathway management
• Process excellence
/ lean sigma
• CathLab managed services
Therapy
Delivery
Question 2- How can technology support people as they age?
Cardiocom: over 80.000 patients served daily in US
COPD pilot in UK:
• 24% reduction in GP appointments
• 62% of patients having more confidence to self-
manage
their COPD trigger symptoms.
• 97% patient satisfaction rate
• 94% service compliance rate
Now looking to scale up to a system wide deployment in
order to deliver wider benefits.
Conclusions
Lessons learnt:
• HC change: build platforms to connect all
stakeholders
• HC sustainability: Patients are a very valuable
resource
• Provide smart incentives tied to performance and
outcome indicators
• Data, registries: it’s a long-distance race.
To build future-proof healthcare:
• Empower patients (access to own data & context
knowledge for decision making)
• Use data smartly (context)
• Change design of health care system (patient at
the centre, stepped, coordinated care; IT tools;
process thinking)
• Open data (but cautiously)
www.patientregistries.eu
EU registries in future:
• Central authorities:
– Registry methodology and reusable IT assets (e.g. CDE)
– RoR
– Audits&benchmarking
• Shared data use model with the industry that drives..
• Sustainable funding (combo of gov. & industry)
• Patient as stakeholder: PROs/PROMs; integration with
PHR (and of course EHR)
Thank you for your attention!
matic.meglic@medtronic.com
@matic_meglic

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Connected Health & Me - Matic Meglic - Nov 24th 2014

  • 1. Data sharing and how it’s changing healthcare Asst Prof Matic Meglic MD PhD MBA Strategy Director, Medtronic Hospital Solutions EMEA @CONNECTED HEALTH & ME Dublin, Nov 24 2014
  • 3.
  • 4. Traditional care model EHR Clinical knowledge CARE
  • 7. The paradigm shift towards empowerment requires e/mHealth as an enabler.
  • 8. Key change drivers / enablers in healthcare and their implications in healthcare: • Affordable Technology • Connected 24/7 • The quantified self • Big Data & Open Data • The empowered patient • Personalized medicine • New ePublicHealth paradigm
  • 10. Empower to discover • PatientsLikeMe • Frost et al. JMIR 2011 • taking certain drugs “off-label“ with higher perceived efficacy • side effect of amitriptyline (dry mouth) as the purpose for taking the drug (e.g. to treat excessive salivation).
  • 11. ePublicHealth paradigm change • Personalisation of public health • Infomediation (and consequent patient empowerment) • Infodemiology, infoveillance
  • 13. Based on this personalized profile … • Find the most similar patients (or dynamic cohort) from entire population • Analyze the attributes and outcomes for this cohort (across 30,000+ dimensions) • Predict the probability of the desired outcome for patient in question • Suggest a personalized care plan based on the unique needs of this patient Desired Outcomes Historical Observation Window Prediction Window This Patient’s Longitudinal Data Predicted Outcome For This Patient Dynamic Cohort Longitudinal Data with Outcomes Patient Similarity Analytics © JCrawfordIBM
  • 14. Treatment Efficacy Identifies the outcomes of drug treatments prescribed to groups of similar patients. © JCrawfordIBM
  • 15. So the clash of the titans is not (just) about data.. • Google Health Kit • Apple Health Kit • Microsoft Health & HealthVault • Truckloads of new smart devices (wearables, implantables, ‘dissolvables’, ‘invisibles’) – for lifestyle and healthcare use. • Analytics and prediction based on your health data: – At physician’s office – On your smartphone
  • 17. Influencing behaviour Consumerism Games, Social networks Healthy lifestyle, Chr Dis Mgmt Azmo the dragon
  • 18. And the final element! ENABLER EHR Clinical knowledge CARE Contextual Knowledge Digitized self / PHR INFLUENCE ENABLER / DISINTERMEDIATION DO
  • 19. Not always, not for everyone
  • 20. Caution is however needed.. • Hacking attacks on remote devices • Example of Melanoma Apps • Access control breach
  • 21. Health Data Landscape • ‚Open‘ data (alltrials, care.data, number of pharma initiatives) • Pharma 3.0 (E&Y report) • US HIPAA/HITECH, Accountable Care, Meaningful Use • mHealth (recent green paper by EC) • EU Personal Data Protection Regulation proposal • EU Cross-border Health care Directive (Art. 14) • EU eHealth Network Guidelines & Multi-Annual Work Plan • EU H2020 & AAL • EU: eHN, eHGI, IHI, etc. epSOS, SHN, EXPAND, PARENT…
  • 22. www.patientregistries.eu PARENT – cross-border PAtient REgistries iNiTiative Incl. partners from Ireland:
  • 23. www.patientregistries.eu PARENT Joint Action tackles the unclear EU Registry Landscape • Where are the patient registries? • Can we access their data? (for Public Health, Research) • Do we understand the data in the same way? • Processes to exchange data? • Then provide tools to answer these Qs.
  • 24. www.patientregistries.eu Two key use cases are supported. Use case 1: • Help existing and new registries to be more interoperable (Guidelines, best practices, CDS, SW) • Assess Interoperability of these registries/data sources (Assessment Tool) Use case 2: • Ability to identify registries/data sources (PARENT Registry of Registries) • Provide search & retrieval and maintenance of (RoR) metadata from these registries • Support exchange of data across registries (Query broker)
  • 25. www.patientregistries.eu Knowledge Management Platform PARENT Framework Guidelines, Recommendations, Methodologies Services, SW tools repository Best practices Registry of Registries, Assessment Tool Common information model, ontologies, vocabularies Delivering PARENT
  • 26. www.patientregistries.eu Scenarios and use of PARENT results • ESC: switch from their own RoR to PARENT RoR • Arthroplasty: EAR collecting data from registries for safety analysis • MoH Slovenia (2014): use RoR for assessment of RD registries • Valdoltra hospital Slovenia (2015): National registry for arthroplasty using PARENT Framework • Contributing to (2015): Irish Epidermolysis Bullosa Registry and International Severe Acute Eczema registry
  • 27. www.patientregistries.eu Who benefits? EC JRCERN MS ERNERNRegistry holders Health Auth. Pharma &Device Industry Insurers Research organizat ions Access to data Quality of data Reducing barriers for data re-use Access to data Guidelines Comparison IT tools Pharma &Device Industry Research organizati ons xxxxx HTA authorities (MS and EC)
  • 28. www.patientregistries.eu Future vision • PARENT Guidelines and IOp assets – Serve as a fundamental layer for secondary use of registry data: build registries, search for data, retrieve data. – Formally adopted by MS and EC initiatives (Safety, HTA, Post marketing, etc.) – Sustainable and further developed using a combination of biz models (EC, MS, market) • Patient focus (PROs, care&outcome benchmarking -> future: patients request enrolment.
  • 29.
  • 30. What prevents people from ageing well? Navigating the health system pain points
  • 31. Hospital Solutions: Developing services and solutions spanning the care continuum and grounded in our therapies • Predictive analytics • Patient screening • Patient diagnostics Disease Management • Remote monitoring • Patient follow-up and support • Track disease progression • Patient outreach • Patient education • Patient referral Patient Identification Patient Action Patient Management • Core Medtronic therapies & clinical support • Care pathway management • Process excellence / lean sigma • CathLab managed services Therapy Delivery
  • 32. Question 2- How can technology support people as they age? Cardiocom: over 80.000 patients served daily in US COPD pilot in UK: • 24% reduction in GP appointments • 62% of patients having more confidence to self- manage their COPD trigger symptoms. • 97% patient satisfaction rate • 94% service compliance rate Now looking to scale up to a system wide deployment in order to deliver wider benefits.
  • 34. Lessons learnt: • HC change: build platforms to connect all stakeholders • HC sustainability: Patients are a very valuable resource • Provide smart incentives tied to performance and outcome indicators • Data, registries: it’s a long-distance race.
  • 35. To build future-proof healthcare: • Empower patients (access to own data & context knowledge for decision making) • Use data smartly (context) • Change design of health care system (patient at the centre, stepped, coordinated care; IT tools; process thinking) • Open data (but cautiously)
  • 36. www.patientregistries.eu EU registries in future: • Central authorities: – Registry methodology and reusable IT assets (e.g. CDE) – RoR – Audits&benchmarking • Shared data use model with the industry that drives.. • Sustainable funding (combo of gov. & industry) • Patient as stakeholder: PROs/PROMs; integration with PHR (and of course EHR)
  • 37. Thank you for your attention! matic.meglic@medtronic.com @matic_meglic