MiHIN PatientGen
Simulated Patient Data is Useful For Testing
Electronic Health Information Systems
Because
Real Patient Data is PHI
Copyright 2014 MiHIN Shared Services. MiHIN Confidential – Proprietary – Restricted
Patients Have Organs
• Organs get sick
• Sometimes they get well on their
own
• Sometimes they don’t, that’s why
we have doctors
• Doctors treat sickness
• Testing
• Diagnosis
• Rx
• Therapy
• Procedures
• Thousands of real diagnoses
• Complicated dependencies
• Interdependencies
• Way too much to simulate!
Copyright 2014 MiHIN Shared Services. MiHIN
PatientGen Generates Thousands of SimPatients
• Configurable:
• # Patients
• # Providers
• # Practices
• # Hospitals
• Hospital Names
• Monte Carlo simulation
• Patients age, get sick,
get treated, get better,
but ultimately die
• Lots of healthcare events
can be generated in the
process
Copyright 2014 MiHIN Shared Services. MiHIN
SimPatients Have Configurable Demographics
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Name
Address
City, State, Zip
Gender distribution
Age distribution
Ethnicity distribution
Religion distribution
Smoking
…
Copyright 2014 MiHIN Shared Services. MiHIN
SimPatients Have SimOrgans
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Behavior
Physical
Brain
Eyes
Lungs
Heart
Kidneys
Circulatory
Endocrine
Immune
Reproductive
…
Copyright 2014 MiHIN Shared Services. MiHIN
Qualitative Organ Health States
Well
Ill
Dead
Health State Transition
Probabilities Are Configurable
Intensive
Chronic
Critical
Sick
Copyright 2014 MiHIN Shared Services. MiHIN
All State Transitions Are Possible
Well
Dead
Ill
So many choices
Intensive
Chronic
Critical
Sick
Copyright 2014 MiHIN Shared Services. MiHIN
Health State Transitions – Well & Ill
Well
Dead
Ill
Intensive
Chronic
Critical
Sick
Copyright 2014 MiHIN Shared Services. MiHIN
Health State Transitions – Patient Encounters
Well
Dead
Ill
PCP
Intensive
Chronic
ED
Critical
Sick
Copyright 2014 MiHIN Shared Services. MiHIN
Health State Transitions - Chronic
Well
Dead
Ill
PCP
Intensive
Chronic
ED
Critical
Sick
Copyright 2014 MiHIN Shared Services. MiHIN
Health State Transitions - Sick
Well
Ill
Dead
PCP
Intensive
Chronic
ED
Critical
Sick
Copyright 2014 MiHIN Shared Services. MiHIN
PCP Visits Can Generate ADT Events
Well
Ill
Dead
Death
PCP
Intensive
Chronic
Admit
Transfer
Admit
Critical
Sick
Copyright 2014 MiHIN Shared Services. MiHIN
ED Visits Always Generate ADT Events
Well
Ill
Dead
Death
Intensive
ED
Discharge
Chronic
Admit
Transfer
Admit
Critical
Sick
Copyright 2014 MiHIN Shared Services. MiHIN
Patient Encounters Generate CAT-I Events
Patient Encounter
Diagnosis
Communication
Diagnostic Study
PCPvisit
Intervention
Medication
Device
Laboratory Test
Risk Assessment
Copyright 2014 MiHIN Shared Services. MiHIN
EDvisit
Transfer
CAT-I Events Satisfy Clinical Quality Measure Criteria
Diagnosis
Communication
Diagnostic Study
Intervention
Patient Encounter
Measure Group
Measure Group
Measure Group
Medication
Device
Laboratory Test
Risk Assessment
eCQM
eCQM
eCQM
eCQM
Copyright 2014 MiHIN Shared Services. MiHIN
CAT-I
Report
Clinical Quality Measure Groups
Organs Can Have These Diagnoses (CAT-I EH Measure Groups):
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AMI
Back pain
Behavioral
Birth
CAD
Cardiology
Cholesterol
Dentistry
Diabetes
Drug treatment
Functional Status
Geriatrics
HBP
HIV
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Immunization
IVD
Obesity
Oncology
Optical
Pediatric
Pneumonia
POAG
STDs
Stroke
Surgical
Tobacco use
VTE
Copyright 2014 MiHIN Shared Services. MiHIN
Patient Encounters Define Care Teams
Specialist
Patient Encounter
Patient Encounter
Patient Encounter
Patient Encounter
Primary Care
Care
Coordinator
Copyright 2014 MiHIN Shared Services. MiHIN
CAT-I Events Can Generate Patient CCDs
Diagnosis
Communication
Diagnostic Study
Continuity of
Care Document
Intervention
Medication
Device
Laboratory Test
Risk Assessment
Copyright 2014 MiHIN Shared Services. MiHIN
PatientGen In The MiHIN-Sim Context
eHealth
Exchange
• PatientGen Can Produce
• ADTs
• CQMs
• ACRS Care Teams
• CCDs
• From simulated patients
undergoing simulated
health state changes in a
controlled and rational
manner
Private Entities
(HIEs, IDNs, Etc)
Federal NwHIN
Protocol Simulator
(FedSim)
Federal Agencies
(VA, SSA, DoD)
CMS
1
CONNECT
Gateway
MiHIN
Common
Gateway
Exchange Broker
1, 2, 3 or 4
EdgeSim
HIE QO 1
HIE QO 2
SOM - PoM
MiHIN Qualified Data Sharing Organizations
Copyright 2014 MiHIN Shared Services. MiHIN
1
2
3
4
Supported Interfaces
NwHIN Exchange Transactions
Patient Discovery (PD)
Query for Documents (QD)
Retrieve Documents (RD)
Document Submission (DS)
XCA Exchange Transactions
Cross Gateway Patient Discovery [XCPD/ITI-55]
Cross Gateway Query [ITI-38]
Cross Gateway Retrieve [ITI-39]
Provide and Register Document Set-b (XDR/ITI-41)
XDS.b Exchange Transactions
Patient Demographics Query (PDQ/ITI-21)
Patient Identifier Feed (ITI-8)
Patient Identifier Query (PIX/ITI-9)
Registry Stored Query (ITI-18)
Retrieve Document Set (ITI-43)
Provide and Register Document Set-b (ITI-41)
RestFul Interfaces
PHR specific
System specific (e.g. PoM)
CQO
PatientGen Is A MonteCarlo Simulation
Jeff’s Transition
Probabilities
Real, Observed
Transition
Probabilities
Patient
Gen
Patient
Gen
Copyright 2014 MiHIN Shared Services. MiHIN
Interesting,
Provocative,
Useful Test Data
Accurate,
Predictive Test
Data