November 8, 2024
Research Fellow:
- Stephan Mabry
Title: Survey of Automated Testing of Healthcare Interoperability
Link To Research Presentation
Research Summary
In a comprehensive analysis led by Stephan Mabry, a Research Fellow at the MACROPRAXIS Research Institute, the critical issues surrounding healthcare interoperability are examined with a focus on the potential of automated testing. Stephan explores the current landscape of healthcare data exchange, where fragmented systems, sparse datasets, and varying standards complicate efforts to integrate patient data seamlessly. His presentation emphasizes how these challenges not only hinder efficiency but also impact patient outcomes, underscoring the importance of strong interoperability frameworks, such as HL7 and FHIR, that guide data-sharing protocols across the industry.
Through a structured methodology, Stephan Mabry’s research reviews and categorizes existing studies, applying rigorous selection criteria to ensure that only the most impactful findings are highlighted. By analyzing trends, evaluating testing frameworks, and identifying innovation gaps, his work sheds light on both the current limitations and future directions for healthcare interoperability testing. This methodical approach allows Stephan to present an insightful overview of how automated testing frameworks could be improved to address the unique needs of healthcare, from enhancing data quality to supporting real-time data exchange.
The findings reveal both progress and pressing gaps in the field. Stephan highlights the need for standardized metrics, real-time testing solutions, and AI-driven enhancements to ensure seamless data interoperability across diverse healthcare environments. His research concludes with a call to action for developing robust automated testing frameworks that integrate cybersecurity resilience, regulatory compliance, and semantic data consistency. Stephan Mabry’s presentation provides a thorough look at the state of healthcare interoperability today, setting the stage for advancements that will drive improved healthcare outcomes and operational efficiency.
About Research Fellow Stephan Mabry
Stephan Mabry is a distinguished Solutions Architect and Research Fellow at MACROPRAXIS, specializing in healthcare IT and digital transformation. With expertise in full-stack development, cybersecurity, application architecture, and AI in healthcare, Stephan has designed impactful solutions that improve patient care, reduce physician workload, and optimize healthcare operations. His experience spans over 1,000 hours of clinical observation across 70+ health systems, collaborating closely with medical and executive teams to implement targeted improvements. Stephan holds a BS in Mathematics and Biology, a business management certificate, multiple Epic certifications, and is currently pursuing a PhD focused on AI in healthcare. With two patents and numerous awards for his innovative healthcare technologies, Stephan consistently bridges technical and clinical domains, driving measurable outcomes in healthcare IT.