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A shareable clinical pathway for Anemia Management Accelerating Clinical Quality Dr. John Svirbely, MD Chief Medical Informatics Officer (CMIO), [email protected] Denis Gagne Chief Executive Officer (CEO), [email protected]

A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

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Page 1: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

A shareable clinical pathway for Anemia Management Accelerating Clinical Quality

Dr. John Svirbely, MD

Chief Medical Informatics Officer (CMIO), [email protected]

Denis Gagne

Chief Executive Officer (CEO), [email protected]

Page 2: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Shareable Clinical Pathways A shareable clinical pathway is a visual decision model that is both human readable and machine automatable. Such a standardized workflow can improve the efficiency and quality of healthcare processes. We will demonstrate this by presenting models for the diagnosis and management of anemia.

Page 3: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Our Objective Promote the modeling of Clinical Guidelines using open standards to:

• Disambiguate Guidelines creation and interpretation • Inform care coordination workflows

so that: • Clinical Knowledge is delivered at the point of care • A single visual Knowledge Artefact is created for clinicians and for automation

Page 4: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Established to foster the sharing and promulgation of best-practices around modeling and sharing:

• clinical pathways, • clinical guidelines, and • other healthcare knowledge

A robust and thriving community-of-practice of healthcare institutions, professional societies, and vendors

www.BPM-plus.org

Page 5: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Introduction to BPM+ Open standards for machine interpretable models based on unambiguous graphical notations visual languages (MN)

Language Provides Examples

BP (Business Processes) MN Process diagram Flow diagram, guideline

CM (Case Management) MN Unstructured processes

Personalized patient care

D (Decision) MN Decision (trees) Decision tables, equations

www.OMG.org

Page 6: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Healthcare specific standards

A service that is invoked by the EHR via a Hook, evaluates its own logic using FHIR data and returns decision support via Cards

Automate healthcare data sharing and improve patient care

www.HL7.org

Page 7: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

International Open Standards Used

Page 8: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Anemia is a common, multifactorial and complex condition in older people. In many, it is poorly assessed or not investigated, and there are currently no defined national guidelines on management pathways.

- Royal Society of Medicine

Page 9: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Clinical Scenario • 57 year old female, post-menopausal • History of chronic “arthritis” • Mild deterioration in renal function • On 6 chronic medications • Negative stool guiac • Hemoglobin 9.1 g/dL • MCV 80 femtoliters

Page 10: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Problems faced by clinicians

NO TIME NO REIMBURSEMENT NO OBVIOUS ANSWER AMONGST MANY POSSIBILITIES

Page 11: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Problem areas Conditions with iron malabsorption like celiac disease

Anemia of chronic disease

Drugs

Hypoplastic bone marrow, NOS

Myelodysplasia

Non-sickling hemoglobinopathy

Hormonal disorders

Page 12: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Management of Anemia

Adjust diagnosis and

treatment plans

Monitor for response Treat Identify

cause(s) Narrow list of

causes Establish diagnosis

Page 13: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Establish Diagnosis and Initial Triage

Page 14: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Decision Model for Triage

Page 15: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Decision table reducing the search space

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Page 16: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Refining the Diagnosis - Microcytic Anemia

Page 17: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Iron Replacement Therapy

Page 18: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Demo

Page 19: A shareable clinical pathway for Anemia Management … · 2020. 9. 16. · A shareable clinical pathway is a visual decision model that is both human readable and machine automatable

Any questions?

THANKS!