I am a digital health researcher with a PhD in Computer Science from the University of Cape Town. I have extensive technical and engineering management experience in the digital health landscape. My research interests are in the broader areas of software engineering, and in particular, model-driven engineering as it applies to health information systems engineering. I am particularly interested in how clinical practice guidelines (CPGs) can be formalized and supported in health information systems using model-driven engineering methods. I am currently focusing on interrogating digital health interventions as they apply to mental health. I am also interested in innovative approaches to indigenous knowledge documentation and preservation. I frame my research within limited-resource settings. I employ an experimental approach to computer science research that includes formal modelling, building and testing of computational artefacts.
Clinical Informatics; Electronic Health Records; Clinical Practice Guideline Formalization; Model-driven Engineering; Software Language Formalization.
- An implementation framework and a feasibility evaluation of a clinical decision support system for diabetes management in secondary mental healthcare using CogStack
- Patient-centric characterization of multimorbidity trajectories in patients with severe mental illnesses: A temporal bipartite network modeling approach
- Implementation of a real-time psychosis risk detection and alerting system based on electronic health records using cogstack
- Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
- FCIG Grammar Evaluation: A Usability Assessment of Clinical Guideline Modelling Constructs