Evolving On-demand Infrastructure for Healthcare Analytics
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Source Data Systems Evolving On-Demand Infrastructure for Healthcare Analytics Data Warehouse OLAP Data Discovery E-T-L Data Warehouse Augmentation YARN EHR CPS CAS PRO DM/CM Data Warehouse PRO – Patient Reported Outcomes EHR – Electronic Health Records CAS – Cost Accounting Systems CPS – Claims Processing Systems DM/CM – Disease Management/ Case Management HIE – Health Information Exchange PHM – Population Health Management CCP – Care Coordination Portal HRA – Health Risk Assessment CDSS– Clinical Decision Support System Analytic Offload ANALYTIC DATABASE Scale-up In-memory Columnar Store NOSQL DATABASE Scale-out Key-value Store Document Store Graph Store E-T-L Multi-structured & Stream Data E-L-T Analytic Applications Dashboards & Visualizations REST/JSON APIs Advanced Analytics Forecasting Predictive Modeling Optimization PHM HRA HIE CCP CDSS
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Transcript of Evolving On-demand Infrastructure for Healthcare Analytics
Source Data Systems
Evolving On-Demand Infrastructure
for Healthcare Analytics
Data Warehouse
OLAP
DataDiscoveryE-T-L
Data Warehouse Augmentation
YARN
EHR CPSCASPRO DM/CM
Data Warehouse
PRO – Patient Reported OutcomesEHR – Electronic Health RecordsCAS – Cost Accounting SystemsCPS – Claims Processing SystemsDM/CM – Disease Management/
Case Management
HIE – Health Information ExchangePHM – Population Health ManagementCCP – Care Coordination PortalHRA – Health Risk AssessmentCDSS– Clinical Decision Support System
Analytic Offload
ANALYTIC DATABASE
Scale-up
In-memory Columnar Store
NOSQL DATABASE
Scale-out
Key-value StoreDocument Store
Graph Store
E-T-L
Multi-structured & Stream Data
E-L-T
Analytic Applications
Dashboards & Visualizations
REST/JSON APIs
Advanced Analytics
Forecasting
Predictive Modeling
Optimization
PHM
HRA
HIE CCP
CDSS
