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Harnessing modern communicationsand data sharing channels and exploringthe
potential of predictive analytics
Laurence McNamara Dr. Ian Wiles Claire Medd RGN
Oracle GPC Intel
1
Health challenges & the potential of data
Management cost of chronic diseases
is out of control
Increase in real-world data, both
structured and unstructured
Aggregation and analysis of big data
Shift to value-based medicine from
volume-based medicine
Patient stratification to identify
population subsets most likely to
respond to a therapy
Cloud technologies are enhancing
R&D collaboration
70% 61%
54%
Will you use secondary
health data within the
next 2 years?
Provider Pharma Payer
2
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Medical image archives are increasing by
20-40% annually.3
X-RAY 30MB
Mammograms
120MB
3D CT Scan 1GB
425K
Telehealth.2
Health care analytics:
80%
unstructured data :images,
video and email.4
3D MRI 150MB
PACS
Opportunity for personal empowerment
Sources:1. http://www.netapp.com/us/media/wp-7169.pdf; 2. BCC Research Global Markets for Telemedicine Technologies (HLC014E). March 2012 3.
http://datascienceseries.com/assets/blog/The_Age_of_Data-Driven_Medicine.pdf (page 9);
4. http://www.zdnet.com/news/unstructured-data-challenge-or-asset/6356681
3
It is estimated that the
average hospital generates
Hospital, pharmacy and clinic records
665TBofdata
annually1
Targeted
Medication
Patient
selfhelp
Realtime
Diagnosis
PREDICTIVE
ANALYTICS
Operational
analytics
Clinical
Analytics
Scans
Images
Sensor
data
Clinical
Data
Home
monitoring
Ingestible
Devices
Wearable
Devices
Our Joint Strategy for Data-Intensive Care
Data
Servers Storage Network
Applications
AnalyticToolsandutilities
BigDataPlatform
4
PATIENT-CENTERED
OUTCOMES
 Access to care for
the underserved
 Enabling early
intervention and
prevention
 Encouraging
patient
empowerment
 Better quality of
care and health
outcomes from
care designed for
the individual
Basque Country (Spain) – Project O-sarean
5
Citizen access topersonal health data – enabling
informed choice and empowering the citizen
 Regional public healthcare systemcovering 2.1 M
inhabitants with 20 hospitals and more than 23K
healthcare professionals.
 80% of patient interactions with the public health
systemare related to chronic diseases driving
77% of the total health expenditure.
 Health expenditure on current trends if nothing is
done differentlywill need to double by 2020!
 Oracle HealthManagement Platformis being
implementedto support a call centre-based
approach to citizen engagementand patient
empowerment.
Background / Needs Results with Oracle and Intel
Active monitoring of healthstatus for people with
long term conditions
The “expertpatient” – providing the individual with
the necessaryknowledge and decision-making
authority to take control of their life
Healthand drug advisory service – providing
citizens with impartial and evidence-basedadvice
Healthylifestyles promotion – advice, guidance and
active support for individuals who wish to improve
their health
The Basque Country Multi-Channel Health Service
Centre – Delivering Active Patient Management
CRM
IVR
BI
Patient-
professional
collaboration
New
appointment
model
Health
counseling
Active patient
Personal
information
access
Patients remote
monitoring
Customer
services
administrative
procedures
Prevention
campaigns
Health advice over the phone, internet
and smart phones by Osakidetza nurses
Personal Health Record
Professional and technical support for
non-face-to-face consultations
Administrative procedures
online, citizens and users
surveys
Telemedicine solution for chronic patients
through mobile platforms
Public health campaigns.
Alerts and Vigilance
Patient empowerment: customized
health advice, patient forums,
assisted health promotion
Appointments and demand management to GP,
pediatricians, nurses and midwives, through
telephone, internet and smart phones
Virtual referrals, tele-consults
6
From A SolutionPerspective, the Multi-Channel
Health ServiceContainsSeveral OracleComponents
Facts
The multi-channel health service connects 11 acute hospitals, 4 chronic hospitals, 4 mental health hospitals, 1.850GPs
and 820 pharmacies. 15 FTE nurses staff the nurse call center and approx. 330 FTE administrative staff work
collaboratively from health centres.
Hospitals GPs Pharmacy Other...
Information
exchange
Analytical DW
EHR
Information
Source systems
Integration,Storage& ControlLayer
HealthManagement
Platform
Health
Services Interoperability services
Oracle
Patient’s “Smart” PHR
EHR access for professionals
7
Maternity Assist
8
The Proposition
 Moretime to spend with those whohavegreater needs
 Automatedroutine care pathwaytasks
 Knowledgesharingwiththe extended midwifery community
 Users stay informed at everystage oftheir pregnancy
 Userscan keep in touch with your teamofdedicatedmidwives
The Value
 Services accessed at a time that suitsthe patient
 Knowledgebase ofinformationprovided by experiencedmidwives
 Encouragingselfcare withsupport offamily and friends
 Educate, inform, engageeveryone involved
 Patient empowerment to engage withthe mostsuitablecare
Maternity
AssistThe Communication
Channel
Close
friends
Close
Family
Woman
Close
Friends
Close
Family
Woman
Midwife
Reducing Hospital Readmissions and Length of Stay:
Big Data AnalyticsSolution Based on Cloudera CDH*
Data is spread acrossnumerousdatasilos;
need to tie it together with aunified
platform to enable high-value analytics
Challenge Solution
0%
20%
40%
60%
AMI PNM CHF
Readmission Rate of Highest Risk Group vs.
Random Sample
Predictive Model Random Sample
Benefits
 Successful PoC based on Cloudera CDH; pulled data
from multiple sources
 Intel Big Data Professional Services team provided
data science expertise to develop analytics
 Identified patients at risk of hospital readmission and
patients at risk of extended hospital stay
Early Intervention Using Predictive Analytics:
Data siloed acrossdifferent care providers
and disciplines; value of unstructured data
currently untapped. Lackof care
coordination resultsin increased hospital
re-admissionsand increased cost
Challenge Solution
Benefits
Big Data AnalyticsSolution Based on Cloudera & Santana
 Cloudera pulls together siloed unstructured data from
disparate systems
 Santana’s “NLP Engine” (Natural Language Processing)
helps to identify patterns for risk stratification and
prioritise interventions
 Timely collaborative care decisions
 Capacity building to better serve 800K dementia
patients through service transformation
MimoCare: Improving Support for Independent
Living with the Intel® Intelligent Gateway™
MimoCare is the trading name of QVisual Limited.
QVisual Limited is a registered company in New Zealand Company No: 1452276 UK Office: Wesley Hall,Calcutt Street, Cricklade, Swindon, Wiltshire SN6 6BA. All rights reserved by
their respective owners, Copyright ©2015
Use analytics to identify normal
patternsof behavior and predict
events
Trigger alerts wheneventsare
outside normal range or predefined
schedule
Consolidation of aggregated data
will allowwider research and medical
application while ensuring complete
privacy
 Capture sensor datato monitoractivity
levels, ambient temperature, cooker
status and sleeping patterns
 As eldersage, extend their
independence aslong aspossible while
ensuring their safety
 Provide better insights for preventive
action
Background / Needs Results with Intel & Oracle
11
Pressure Ulcers and
3D images from GPC
Ian Wiles, Medical Director,
Ian.Wiles@gpcsl.co.uk
Wound care is costly
 The cost of treating a pressure ulcervaries from £1,214
(category 1) to £40,000 (category IV).
 £3 billion in the UK
 Disruptive to the patients lifestyle
Wound managementis changing
 Closer to the patient
 Fewer specialist nurses
 More pressureulcers
Outcomes are difficult to monitor
 Measurements (staging) are subjective and stepped
 Population management difficult
Consistent wound measurement
1.Length, width and depth
2.That can be reviewed and managed online
Consistent Wound Images
1.At the same distance
2.To monitor changes over time
Capture and playback in 3D
1.To better visualise wounds and location
2.Supporting online specialist review
Track and manage healing over time
1. For an individual and for a population
2. Repeatable, standard and accurate severity measure*
* The ULNIT ™ is the
max height X max
width X max depth
as a number
GPC Pressure Ulcer Applications
Dimensions monitored and managed by
exception. Specialist Nurses and
Physicians review 3d, video and image
including change over time and
intervene if required
3
Web Applications
Integration with other systems to send and
receive worklists and medical records and
to link to depth, measurement and 3D
images.
4
Integration Services
Secure send and store with
intelligent image processing
2
Cloud Store & Applications
Capture of image and depth data by
clinicians and patients
1
Mobile Applications
Enabling community and patient centred care
TO LEARN MORE: Speak with your local Oracle and Intel Healthcare
representative during NHS Expo (Stand106) or go to URLs….
http://www.oracleconnectinghealthcare.com
http://www.intel.com/healthcare
19
Harnessingmodern communication and data sharingchannels and exploring
the potential of predictive analytics
20
Legal Disclaimers
INFORMATIONINTHIS DOCUMENT IS PROVIDED INCONNECTIONWITHINTEL PRODUCTS. NO LICENSE, EXPRESS OR IMPLIED, BY ESTOPPEL
OR OTHERWISE, TO ANY INTELLECTUAL PROPERTYRIGHTS IS GRANTED BY THISDOCUMENT.EXCEPT AS PROVIDED ININTEL'S TERMSAND
CONDITIONS OFSALEFOR SUCHPRODUCTS,INTEL ASSUMES NO LIABILITY WHATSOEVER AND INTEL DISCLAIMS ANY EXPRESS OR IMPLIED
WARRANTY, RELATING TO SALEAND/OR USEOFINTEL PRODUCTSINCLUDINGLIABILITY OR WARRANTIES RELATING TO FITNESS FOR A
PARTICULAR PURPOSE, MERCHANTABILITY, OR INFRINGEMENT OFANY PATENT, COPYRIGHT OR OTHER INTELLECTUAL PROPERTYRIGHT.
UNLESS OTHERWISEAGREED INWRITINGBY INTEL, THEINTEL PRODUCTSARENOT DESIGNED NOR INTENDED FOR ANY APPLICATIONIN
WHICHTHEFAILUREOF THEINTEL PRODUCT COULD CREATEASITUATIONWHEREPERSONAL INJURYOR DEATHMAY OCCUR.
Intel may make changesto specificationsand product descriptionsat any time, without notice. Designersmust not relyon theabsenceor
characteristics ofany features or instructions marked "reserved"or "undefined."Intel reservesthese for futuredefinitionandshall have no
responsibilitywhatsoever for conflicts or incompatibilities arisingfromfuture changes to them. The informationhere is subject to change
withoutnotice. Do notfinalize a design withthis information.
Intel technologies’ features and benefits depend on systemconfiguration andmay require enabled hardware, software or service activation.
Performance variesdependingon systemconfiguration. No computer systemcan be absolutelysecure. Check withyour systemmanufacturer
or retailer or learn moreat intel.com.
Intel, the Intellogoand IntelRealSense are trademarksofIntelCorporation in the U.S. and/or other countries.
Approveduse:NDAonly
Do not post publicly
Copyright © 2015, IntelCorporation,Oracle Corporation. All rightsreserved.
*Other names and brands may be claimed as the property ofothers.
21
Safe Harbor Statement
The followingis intended to outline our general product direction. It is
intended for information purposesonly, and my not be incorporatedinto any
contract. It is not a commitment to deliver any material, code, or functionality,
and should not be relied upon in making purchasingdecisions. The
development, release, and timing of any features or functionality described for
Oracle’s products remainsat the sole discretion of Oracle.
22

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Enabling community and patient centred care, pop up uni, 11am, 3 september 2015

  • 1. Harnessing modern communicationsand data sharing channels and exploringthe potential of predictive analytics Laurence McNamara Dr. Ian Wiles Claire Medd RGN Oracle GPC Intel 1
  • 2. Health challenges & the potential of data Management cost of chronic diseases is out of control Increase in real-world data, both structured and unstructured Aggregation and analysis of big data Shift to value-based medicine from volume-based medicine Patient stratification to identify population subsets most likely to respond to a therapy Cloud technologies are enhancing R&D collaboration 70% 61% 54% Will you use secondary health data within the next 2 years? Provider Pharma Payer 2
  • 3. 010010101010101 100110110101010 101001001010101 011110101010100 101001010010101 010101101010101 010101111010000 100101010101011 001101101010101 010010010101010 111101010101001 010010100101010 101011010101010 101011110100011 010110011011010 101010100100101 010101111010101 010010100101001 010101010110101 01010101011110 Medical image archives are increasing by 20-40% annually.3 X-RAY 30MB Mammograms 120MB 3D CT Scan 1GB 425K Telehealth.2 Health care analytics: 80% unstructured data :images, video and email.4 3D MRI 150MB PACS Opportunity for personal empowerment Sources:1. http://www.netapp.com/us/media/wp-7169.pdf; 2. BCC Research Global Markets for Telemedicine Technologies (HLC014E). March 2012 3. http://datascienceseries.com/assets/blog/The_Age_of_Data-Driven_Medicine.pdf (page 9); 4. http://www.zdnet.com/news/unstructured-data-challenge-or-asset/6356681 3 It is estimated that the average hospital generates Hospital, pharmacy and clinic records 665TBofdata annually1
  • 4. Targeted Medication Patient selfhelp Realtime Diagnosis PREDICTIVE ANALYTICS Operational analytics Clinical Analytics Scans Images Sensor data Clinical Data Home monitoring Ingestible Devices Wearable Devices Our Joint Strategy for Data-Intensive Care Data Servers Storage Network Applications AnalyticToolsandutilities BigDataPlatform 4 PATIENT-CENTERED OUTCOMES  Access to care for the underserved  Enabling early intervention and prevention  Encouraging patient empowerment  Better quality of care and health outcomes from care designed for the individual
  • 5. Basque Country (Spain) – Project O-sarean 5 Citizen access topersonal health data – enabling informed choice and empowering the citizen  Regional public healthcare systemcovering 2.1 M inhabitants with 20 hospitals and more than 23K healthcare professionals.  80% of patient interactions with the public health systemare related to chronic diseases driving 77% of the total health expenditure.  Health expenditure on current trends if nothing is done differentlywill need to double by 2020!  Oracle HealthManagement Platformis being implementedto support a call centre-based approach to citizen engagementand patient empowerment. Background / Needs Results with Oracle and Intel Active monitoring of healthstatus for people with long term conditions The “expertpatient” – providing the individual with the necessaryknowledge and decision-making authority to take control of their life Healthand drug advisory service – providing citizens with impartial and evidence-basedadvice Healthylifestyles promotion – advice, guidance and active support for individuals who wish to improve their health
  • 6. The Basque Country Multi-Channel Health Service Centre – Delivering Active Patient Management CRM IVR BI Patient- professional collaboration New appointment model Health counseling Active patient Personal information access Patients remote monitoring Customer services administrative procedures Prevention campaigns Health advice over the phone, internet and smart phones by Osakidetza nurses Personal Health Record Professional and technical support for non-face-to-face consultations Administrative procedures online, citizens and users surveys Telemedicine solution for chronic patients through mobile platforms Public health campaigns. Alerts and Vigilance Patient empowerment: customized health advice, patient forums, assisted health promotion Appointments and demand management to GP, pediatricians, nurses and midwives, through telephone, internet and smart phones Virtual referrals, tele-consults 6
  • 7. From A SolutionPerspective, the Multi-Channel Health ServiceContainsSeveral OracleComponents Facts The multi-channel health service connects 11 acute hospitals, 4 chronic hospitals, 4 mental health hospitals, 1.850GPs and 820 pharmacies. 15 FTE nurses staff the nurse call center and approx. 330 FTE administrative staff work collaboratively from health centres. Hospitals GPs Pharmacy Other... Information exchange Analytical DW EHR Information Source systems Integration,Storage& ControlLayer HealthManagement Platform Health Services Interoperability services Oracle Patient’s “Smart” PHR EHR access for professionals 7
  • 8. Maternity Assist 8 The Proposition  Moretime to spend with those whohavegreater needs  Automatedroutine care pathwaytasks  Knowledgesharingwiththe extended midwifery community  Users stay informed at everystage oftheir pregnancy  Userscan keep in touch with your teamofdedicatedmidwives The Value  Services accessed at a time that suitsthe patient  Knowledgebase ofinformationprovided by experiencedmidwives  Encouragingselfcare withsupport offamily and friends  Educate, inform, engageeveryone involved  Patient empowerment to engage withthe mostsuitablecare Maternity AssistThe Communication Channel Close friends Close Family Woman Close Friends Close Family Woman Midwife
  • 9. Reducing Hospital Readmissions and Length of Stay: Big Data AnalyticsSolution Based on Cloudera CDH* Data is spread acrossnumerousdatasilos; need to tie it together with aunified platform to enable high-value analytics Challenge Solution 0% 20% 40% 60% AMI PNM CHF Readmission Rate of Highest Risk Group vs. Random Sample Predictive Model Random Sample Benefits  Successful PoC based on Cloudera CDH; pulled data from multiple sources  Intel Big Data Professional Services team provided data science expertise to develop analytics  Identified patients at risk of hospital readmission and patients at risk of extended hospital stay
  • 10. Early Intervention Using Predictive Analytics: Data siloed acrossdifferent care providers and disciplines; value of unstructured data currently untapped. Lackof care coordination resultsin increased hospital re-admissionsand increased cost Challenge Solution Benefits Big Data AnalyticsSolution Based on Cloudera & Santana  Cloudera pulls together siloed unstructured data from disparate systems  Santana’s “NLP Engine” (Natural Language Processing) helps to identify patterns for risk stratification and prioritise interventions  Timely collaborative care decisions  Capacity building to better serve 800K dementia patients through service transformation
  • 11. MimoCare: Improving Support for Independent Living with the Intel® Intelligent Gateway™ MimoCare is the trading name of QVisual Limited. QVisual Limited is a registered company in New Zealand Company No: 1452276 UK Office: Wesley Hall,Calcutt Street, Cricklade, Swindon, Wiltshire SN6 6BA. All rights reserved by their respective owners, Copyright ©2015 Use analytics to identify normal patternsof behavior and predict events Trigger alerts wheneventsare outside normal range or predefined schedule Consolidation of aggregated data will allowwider research and medical application while ensuring complete privacy  Capture sensor datato monitoractivity levels, ambient temperature, cooker status and sleeping patterns  As eldersage, extend their independence aslong aspossible while ensuring their safety  Provide better insights for preventive action Background / Needs Results with Intel & Oracle 11
  • 12. Pressure Ulcers and 3D images from GPC Ian Wiles, Medical Director, Ian.Wiles@gpcsl.co.uk
  • 13. Wound care is costly  The cost of treating a pressure ulcervaries from £1,214 (category 1) to £40,000 (category IV).  £3 billion in the UK  Disruptive to the patients lifestyle Wound managementis changing  Closer to the patient  Fewer specialist nurses  More pressureulcers Outcomes are difficult to monitor  Measurements (staging) are subjective and stepped  Population management difficult
  • 14. Consistent wound measurement 1.Length, width and depth 2.That can be reviewed and managed online
  • 15. Consistent Wound Images 1.At the same distance 2.To monitor changes over time
  • 16. Capture and playback in 3D 1.To better visualise wounds and location 2.Supporting online specialist review
  • 17. Track and manage healing over time 1. For an individual and for a population 2. Repeatable, standard and accurate severity measure* * The ULNIT ™ is the max height X max width X max depth as a number
  • 18. GPC Pressure Ulcer Applications Dimensions monitored and managed by exception. Specialist Nurses and Physicians review 3d, video and image including change over time and intervene if required 3 Web Applications Integration with other systems to send and receive worklists and medical records and to link to depth, measurement and 3D images. 4 Integration Services Secure send and store with intelligent image processing 2 Cloud Store & Applications Capture of image and depth data by clinicians and patients 1 Mobile Applications
  • 19. Enabling community and patient centred care TO LEARN MORE: Speak with your local Oracle and Intel Healthcare representative during NHS Expo (Stand106) or go to URLs…. http://www.oracleconnectinghealthcare.com http://www.intel.com/healthcare 19 Harnessingmodern communication and data sharingchannels and exploring the potential of predictive analytics
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