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A Collection of
DMN-Based CDSS for
Sharable Clinical Guidelines
Bootstrapping the BPM+ ecosystem with a DMN Health Toolbox
Denis Gagné
CEO & CTO, Trisotech
John Svirbely
MD
Our belief
 The success of the BPM+ Health initiative will be
measured by the availability and adoption of its
services
 Wide availability of existing BPM+ models will
drive adoption
DMN-Based CDSS
Our goal was to:
 Create a large collection of Clinical Decision
Support Systems (CDSS) using the Decision Model
and Notation (DMN)
 Categorize our development by clinical problem
Toolbox Current Status
 The resulting CDSS are implemented as DMN
Decision services
 These Decision Services offer restful endpoints that
are standardized using Open API and CDS Hook
 To date we created 510 Decision Services in 90
different clinical categories
Sample of problem categories
 Abuse
 Adrenal gland disorders
 Alcohol use disorders
 AMI and chest pain
 Anemia
 Antibiotic resistant pathogens
 Appendicitis
 Asthma
 Atrial fibrillation
 Bleeding
 Blood transfusion
 Body dimensions
 Burns
 C-section
 Carbon monoxide poisoning
 Cardiac arrest
 Chemistry calculators
 Cirrhosis
 Clostridium difficile disease
 Coma
 … +70 more
Introducing the Toolbox
Simply Request Access
 Beta availability
 Highly moderated
 Not yet fit for
production
Grouped for Convenience
 Groups represent
problem categories
Help and Feedback
 Make requests for
other/missing
Decision Models
 Provide Feed Back
Easy to Use Search
 Search within model
names and descriptions
 Search is context
sensitive to category
Details of Each Decision Service
 Complete Model
Documentation
 Contextual Feed
Back
Complete Model Documentation
Selection of Service Endpoints
Try it : Provides a HTML Form
REST API: Fully documented
Open API: Standard File Generated
Various Service End Points including
CDS Hook Discovery
 Ready to be used by
external app Calls
 Note that to consume the
services from an external
app you will need to
request a token via the
Feedback button
Examples of Usage
Call Emergency Severity Index Service
Process calling a Decision service from
cds.Trisotech.com
Future work to address
 Standardizing terminology
 Introduction of a common dictionary of terms for the catalogue
 Disambiguation using existing health ontologies
 Interoperability
 Aligning to FHIR
 For data interchange
 For Questionnaires structure
 Currently the burden falls on the organization calling the service
 Simplifying integration for the end user
Future work to address
 Testing
 How do we certify the models provided (from beta to production)
 Turn the catalogue in to a market place
 Explore HSPC’s market place proposal
 Liability
 Of the current library
 FDA software regulation (burden on the calling app)
 If someone modifies the model, do they become liable?
Questions?
Denis Gagné
CEO & CTO, Trisotech
dgagne@Trisotech.com
John Svirbely
MD
johnsvirbely@gmail.com

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A Collection of DMN-Based CDSS for Sharable Clinical Guidelines - Bootstrapping the Ecosystem Jonh Svirbely and Denis Gagne

  • 1. A Collection of DMN-Based CDSS for Sharable Clinical Guidelines Bootstrapping the BPM+ ecosystem with a DMN Health Toolbox Denis Gagné CEO & CTO, Trisotech John Svirbely MD
  • 2. Our belief  The success of the BPM+ Health initiative will be measured by the availability and adoption of its services  Wide availability of existing BPM+ models will drive adoption
  • 3. DMN-Based CDSS Our goal was to:  Create a large collection of Clinical Decision Support Systems (CDSS) using the Decision Model and Notation (DMN)  Categorize our development by clinical problem
  • 4. Toolbox Current Status  The resulting CDSS are implemented as DMN Decision services  These Decision Services offer restful endpoints that are standardized using Open API and CDS Hook  To date we created 510 Decision Services in 90 different clinical categories
  • 5. Sample of problem categories  Abuse  Adrenal gland disorders  Alcohol use disorders  AMI and chest pain  Anemia  Antibiotic resistant pathogens  Appendicitis  Asthma  Atrial fibrillation  Bleeding  Blood transfusion  Body dimensions  Burns  C-section  Carbon monoxide poisoning  Cardiac arrest  Chemistry calculators  Cirrhosis  Clostridium difficile disease  Coma  … +70 more
  • 7. Simply Request Access  Beta availability  Highly moderated  Not yet fit for production
  • 8. Grouped for Convenience  Groups represent problem categories
  • 9. Help and Feedback  Make requests for other/missing Decision Models  Provide Feed Back
  • 10. Easy to Use Search  Search within model names and descriptions  Search is context sensitive to category
  • 11. Details of Each Decision Service  Complete Model Documentation  Contextual Feed Back
  • 13. Selection of Service Endpoints
  • 14. Try it : Provides a HTML Form
  • 15. REST API: Fully documented
  • 16. Open API: Standard File Generated
  • 17. Various Service End Points including CDS Hook Discovery  Ready to be used by external app Calls  Note that to consume the services from an external app you will need to request a token via the Feedback button
  • 19. Call Emergency Severity Index Service
  • 20. Process calling a Decision service from cds.Trisotech.com
  • 21. Future work to address  Standardizing terminology  Introduction of a common dictionary of terms for the catalogue  Disambiguation using existing health ontologies  Interoperability  Aligning to FHIR  For data interchange  For Questionnaires structure  Currently the burden falls on the organization calling the service  Simplifying integration for the end user
  • 22.
  • 23. Future work to address  Testing  How do we certify the models provided (from beta to production)  Turn the catalogue in to a market place  Explore HSPC’s market place proposal  Liability  Of the current library  FDA software regulation (burden on the calling app)  If someone modifies the model, do they become liable?
  • 24. Questions? Denis Gagné CEO & CTO, Trisotech dgagne@Trisotech.com John Svirbely MD johnsvirbely@gmail.com