What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data...
Transcript of What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data...
![Page 1: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/1.jpg)
1
What’s Next: People-Powered Knowledge Generationfrom Digital Health Data
Session #22, February 20, 2017
Harlan M. Krumholz, Founder, Hugo
Lin Wan, Chief Technology Officer, Stella Technology, Inc.
![Page 2: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/2.jpg)
2
Speaker Introduction
Harlan Krumholz, MD
Founder, Hugo
Professor, Yale University
Lin Wan, PhD
Chief Technology Officer
Stella Technology, Inc.
![Page 3: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/3.jpg)
3
Conflict of Interest
Harlan M. Krumholz, MDSalary: Yale University; Yale New Haven Health
Consulting Fees: UnitedHealthcare, IBM Watson Health, Element Science, PCORI
Contracted Research/Deliverables: CMS, FDA, NIH, AHRQ, Johnson and Johnson, Medtronic,
American College of Cardiology, Blue Cross Blue Shield, State of Connecticut
Other: Hugo (personal health information platform)
Lin Wan, PhDSalary: Stella Technology, Inc.
![Page 4: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/4.jpg)
4
Agenda
• Problem Statement
• Government Initiatives
• Features of a Solution
• Questions
![Page 5: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/5.jpg)
5
Learning Objectives
• Describe how greater availability of digital health data
provides opportunities to improve research enterprise
• Show examples of how federal efforts are promoting
participant engagement through Sync-for-Science
• Describe opportunities of these research directions
![Page 6: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/6.jpg)
STEPS Value Health IT
http://www.himss.org/ValueSuite
This presentation’s content ties into:
Platforms like Hugo provide a user-friendly
application to patients and enables them to:
• Maintain a comprehensive/consolidated health
record that’s easy to understand
• Take control of their own health record for
different purposes
• Become an integral/active participant in care and
research activities
![Page 7: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/7.jpg)
7
Problem Statement
The current knowledge generation enterprise is
inadequate to keep up with the information needs
of patients, clinicians, health systems, regulators,
and others.
![Page 8: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/8.jpg)
8
JAMA. 2015;313(2):174-189.
US Funding for Medical Research
by Source, 1994-2012
The answer unlikely to be more $$
![Page 9: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/9.jpg)
9
Inefficiencies
Screening
Enrollment
Retention
Follow-up
![Page 10: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/10.jpg)
10
Sisyphus by Titian
https://www.wikiart.org/en/titian/sisyphus-1549
…or the experience of
doing clinical research.
![Page 11: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/11.jpg)
Another Issue: Time
![Page 12: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/12.jpg)
12
For example…
![Page 13: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/13.jpg)
13
Can we break through the constraints?
![Page 14: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/14.jpg)
14
The Basic Idea
People as partners instead of subjects
can unleash the means to achieve better,
faster, cheaper research.
![Page 15: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/15.jpg)
15
Lessons Learned
![Page 16: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/16.jpg)
16
EHR Adoption
https://dashboard.healthit.gov/evaluations/data-briefs/non-federal-acute-care-hospital-ehr-adoption-2008-2015.php
![Page 17: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/17.jpg)
17
Time is Right
Participants want not only
to be invited to the table
but also to design and
host the meal with other
stakeholders.
![Page 18: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/18.jpg)
18
Time is Right
Patient engagement offers
the promise of advancing
more personal and
efficacious medical
products faster than the
typical ~15-year discovery-
to-market timeline.
![Page 19: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/19.jpg)
19
Time is Right
The time is ripe for
individuals to become active
participants in clinical trials,
to create a movement to
build the commons with
such data, and to actively
share them.
![Page 20: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/20.jpg)
20
Time is Right
http://getmyhealthdata.org
![Page 21: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/21.jpg)
21
Precision Medicine Initiative
![Page 22: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/22.jpg)
22
Recommendation 5.10: PMI should
support development and
evaluation of tools that enable
individuals to acquire, transmit, and
continuously update their EHR data
to the PMI cohort from multiple
provider organizations.
Precision Medicine Initiative
![Page 23: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/23.jpg)
23
Precision Medicine Initiative
![Page 24: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/24.jpg)
24
CONSUMER-MEDIATED EXCHANGE
Consumer-mediated exchange provides patients with access to their health information, allowing them to manage
their health care online in a similar fashion to how they might manage their finances through online banking. When
in control of their own health information, patients can actively participate in their care coordination by:
• Providing other providers with their health information
• Identifying and correcting wrong or missing health information
• Identifying and correcting incorrect billing information
• Tracking and monitoring their own health
• Learning more about the benefits of consumer-mediated exchange.
![Page 25: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/25.jpg)
25
Sync for Science
• Develop methods to facilitate
individually-controlled clinical data
donations to the PMI Cohort.
• Accelerate and guide the national
ecosystem for patient-mediated data
access through APIs.
https://www.healthit.gov/buzz-blog/health-innovation/nih-and-onc-launch-the-sync-for-science-pilot/
![Page 26: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/26.jpg)
26
Time is Right
I believe that the most
important requirement for
the new knowledge
network envisaged by the
“Precision Medicine”
report is that it be driven
by patients.
![Page 27: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/27.jpg)
27
Cancer Moonshot
![Page 28: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/28.jpg)
28https://www.cancer.gov/research/key-initiatives/moonshot-cancer-initiative/blue-ribbon-panel/blue-ribbon-panel-report-2016.pdf
Cancer Moonshot
![Page 29: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/29.jpg)
29
https://www.cancer.gov/research/key-initiatives/moonshot-cancer-initiative/blue-ribbon-panel/blue-ribbon-panel-report-2016.pdf
The enormous volume of data being generated by
cancer researchers, clinicians and patients today
requires a national infrastructure to share, combine and
analyze those data in an easy-to-access format.
Cancer Moonshot
![Page 30: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/30.jpg)
30
https://www.cancer.gov/research/key-initiatives/moonshot-cancer-initiative/blue-ribbon-panel/blue-ribbon-panel-report-
2016.pdf
Central tenet of National Cancer Data Ecosystem is
enabling the public, including all cancer patients
and others, to directly contribute their data, or to
request a healthcare provider do so on their behalf,
for scientific research.
Cancer Moonshot
![Page 31: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/31.jpg)
31
http://www.fda.gov/AboutFDA/CentersOffices/OfficeofMedicalProductsandTobacco/CDRH/CDRHPatientEngagement/default.htm
Patients are interested in
contributing their views, data,
and resources to increase early
access to high quality, safe and
effective medical devices,
reduce adverse events, and
improve communication about
the risks and benefits that
matter most to them.
FDA
![Page 32: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/32.jpg)
32
![Page 33: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/33.jpg)
33
Time is Right
Patients were invited to
use portals at all
their providers’ practices
(a solution that caused a
condition sometimes
called “hyperportalosis”).
![Page 34: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/34.jpg)
34
Time is Right
![Page 35: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/35.jpg)
35
Impediment
Business models that depend
on data as proprietary assets.
![Page 36: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/36.jpg)
36
Solution
Solution must protect privacy and security while
enabling each person’s access to his or her
health-related data and providing opportunities to
leverage them.
![Page 37: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/37.jpg)
37
Approach
• People first
• Frictionless data flow
• Excellence in UI/UX
• Stringent privacy policies and security
• Minimize dependence on data holders
![Page 38: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/38.jpg)
38
Disruptions
Screening
Enrollment
Retention
Follow-up
…Knowledge generation
![Page 39: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/39.jpg)
39
The Lever: Patient Rights
Accessing and obtaining copies of one’s
health information for one’s own purpose
is a right, not a privilege which is
fundamental to your ability to participate
in our health care system.
https://www.healthit.gov/sites/default/files/2016_report_to_congress_on_healthit_progress.pdf
![Page 40: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/40.jpg)
40
The Lever: Patient Rights
The right extends to a broad array of
information (i.e., lab results, images,
prescriptions, notes), as well as to data
holders (i.e., doctors, hospitals, health
plans and providers)
https://www.healthit.gov/sites/default/files/2016_report_to_congress_on_healthit_progress.pdf
![Page 41: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/41.jpg)
41
The Lever: Patient Rights
Per page charges do not apply when the
individual is requesting a copy of
information maintained electronically.
https://www.healthit.gov/sites/default/files/2016_report_to_congress_on_healthit_progress.pdf
![Page 42: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/42.jpg)
42
Secure, scalable, cloud-based platform
•Horizontal scalability designed to support consumer application
•Highly automated for ease of operation
•Extensive PHI security (encryption, access control, auditing…)
Comprehensive & extensible data platform
•NOSQL database with FHIR-like extensible data model
•Well-defined API layer for ease of integration and extensibility
Technology – Secure and Comprehensive
![Page 43: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/43.jpg)
Secure Cloud Infrastructure
Blue
ButtonFHIR HL7Direct DICOM
Connectivity/Interoperability: Messaging and Data
Data
Source
Adapters
Validate Standardize AggregateData Intake
Security (SAML, OAuth, UMA, etc.)
A Flexible and Standards-Based Platform
Application (Web/Mobile)
IHE/eHealth
Exchange
DevicesCCD/CCDA HL7 Claims SurveyData
Sources
![Page 44: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/44.jpg)
44
Empower patients with access and control
•Easy/automated data collection from diverse sources
•User-friendly presentation of consolidated records
•Easy management of access and sharing of personal health record
•Easy communication with researchers and providers
Improving accuracy and security leveraging patient involvement
•Patient-managed identity
•Patient-managed consent/authorization
Technology – Patient-Centric
![Page 45: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/45.jpg)
45
Link researchers to potential participants
Enable researchers to:
•Push research information to people to enlist participation
•View/manage participation
•Access/automatically receive data after authorization
•Comprehensive/consolidated digital health records
•Other health-related data
•Configurable data
Technology – Research-Enabling
![Page 46: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/46.jpg)
46
Collect. Organize. Share.
![Page 47: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/47.jpg)
47
Technical Advances
Ideally, PRO collection would be
enabled for patients on their own
smart devices in flexible user-
configurable formats, perhaps
through text messages,
automated telephone systems, or
downloadable apps.
![Page 48: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/48.jpg)
48
Engage.
A new way to communicate.
A method for delivering customized surveys
directly to users’ mobile devices.
Facilitating Communication
![Page 49: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/49.jpg)
49
Time is now…
![Page 50: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/50.jpg)
50
![Page 51: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/51.jpg)
51
Vision: People-Powered Partnership
People as stewards of their own data,
empowered by tools that enable them to
acquire, harmonize and share…so that
they may become active partners in
pursuit of better health for themselves –
and for those that follow them.
![Page 52: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/52.jpg)
STEPS Value Health IT
http://www.himss.org/ValueSuite
This presentation’s content ties into:
Platforms like Hugo provide a user-friendly
application to patients and enables them to:
• Maintain a comprehensive/consolidated health
record that’s easy to understand
• Take control of their own health record for
different purposes
• Become an integral/active participant in care and
research activities
![Page 53: What’s Next: People-Powered Knowledge Generation from ... · Comprehensive & extensible data platform •NOSQL database with FHIR-like extensible data model •Well-defined API](https://reader033.fdocuments.us/reader033/viewer/2022042411/5f297ca472e49b7fe0651d11/html5/thumbnails/53.jpg)
53
Questions
• Harlan M. Krumholz
• [email protected]; @hmkyale
• Lin Wan
• Please complete online session evaluation