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About Me
Dr. Riley is an ambulatory family physician and fellowship-trained clinical informaticist interested in bridging the gap between operational and research informatics. His recent research has focused on expanding the role of imaging clinical decision support beyond application of appropriateness criteria and improving the completeness and clinical relevance of discrete external data (e.g. immunizations and medications) available at the point of care.
PUBLICATIONS
https://www.ncbi.nlm.nih.gov/sites/myncbi/1j7AeQ3Zue7A6/bibliography/45178578/public/?sort=date&direction=descending
https://www.ncbi.nlm.nih.gov/myncbi/1T5QEZIt5nj5d/bibliography/public/
PROFESSIONAL SOCIETY MEMBERSHIPS
American Medical Informatics Association
American Academy of Family Physicians
Clinical Informatics Fellowship Program Information
Informatics Role – Director of Clinical Informatics – Ambulatory Care
Role in Fellowship Program – Assistant Program Director and Introduction to Clinical Informatics and Advanced Core Rotations Co-Director
Brief Description – During medical school, Dr. Riley spent a year commercializing a primary care-focused electronic medical record developed at the Massachusetts General Hospital Laboratory for Computer Science. In residency, he pursued elective rotations in clinical research informatics and clinical decision support. At MetroHealth, he has built systems and processes for radiology clinical decision support, health information exchange, telehealth, and chronic disease management. He has been involved in research projects to improve lung cancer screening, reduce cardiovascular risk in HIV, reduce tobacco smoke exposure in children and build a biorepository for HIV and substance use.
SPECIFIC RESEARCH INTERESTS
- Health information exchange
- Imaging clinical decision support
Selected Recent Projects
Durable Medical Equipment (DME) Ordering: In partnership with a DME vendor and stakeholders who frequently interact with DME (physical and occupational therapy, respiratory therapy, and nutrition), we have systematically reviewed, consolidated, and updated common DME orders to improve documentation completeness and reduce insurance denials while streamlining the ordering process.
Lung Cancer Screening: We have studied and refined the design of our lung cancer screening orders and workflow to better integrate this complex preventive care service into our health system. Recent improvements (2023) include an In Basket-based workflow for pended follow-up orders including remediation of inadequate smoking history and persisting exposure information between annual screenings, reducing unnecessary duplicate data entry.
Eliminating Duplicate Referrals: I built an alert that appears when a duplicate referral is being placed. It exposes existing unscheduled referrals and allows an ordering provider to easily provide the patient with scheduling information for their existing referral, helping reduce clutter in referral work queues, or document why the referral is not a duplicate (e.g., multiple referrals to the same specialty for different reasons). It has been highly effective, eliminating approximately 50% of potentially duplicate referrals.
Education & Training
Education
Medical Education
University of Illinois College of Medicine (Chicago) MDFellowship
MetroHealth Medical Center (Ohio) – Clinical InformaticsResidency
Fletcher Allen Health Care/U of VT Med Ctr (Vermont) – Family MedicineInternship
Fletcher Allen Health Care/U of VT Med Ctr (Vermont) – Family MedicineBoard Certifications
American Board of Family Medicine - Family MedicineAmerican Board of Preventive Medicine - Clinical Informatics