Gerald Michael Humphris

Gerald Michael Humphris (University of St Andrews, School of Medicine) is a researcher specializing in health informatics and clinical decision support systems. His work focuses on:

• Developing e-health tools for mental health screening and opioid overdose prevention
• Applying machine learning to speech processing for distress detection
• Improving patient-doctor interaction analysis through automated text annotation

Key research trends from his publications include digital health interventions, clinical AI applications, and behavioral informatics systems. Collaborations with experts in psychology, computer science, and public health have produced tools like the ORION platform for addiction risk assessment.

His academic work shows strong interdisciplinary connections between:

• Medical informatics and psychology
• Machine learning and clinical decision support
• Addiction research and digital health solutions