A/Prof Mike Conway
Associate Professor in Digital Health
School of Computing and Information Systems
150 Scholarly works
4 Projects
HIGHLIGHTS
2026
Journal article
Predicting patient returns due to complications and recommending follow-up appointments after a dental extraction using machine learning
DOI: 10.1007/s44163-026-00847-72026
Journal article
Natural language processing methods to classify unplanned returns following dental extractions
DOI: 10.1186/s44247-026-00273-w2026
Journal article
Looking back: Exploring growth through retrospective views of substance use stigma-related experiences.
DOI: 10.1037/sah00006912026
Conference Proceedings
Whose Side are You on: Investigating Political Bias of Large Language Models
DOI: 10.1007/978-981-95-4969-6_222024
Research grants (other domestic)
Hokkaido University/University of Melbourne Symposium on Advancing Digital Health & Medical AI
2022
Research grants (international)
Using Narratives to Identify Stigma Phenotypes\2013 a Socio-Ecological Approach
2022
Research grants (other domestic)
Appropriate Antimicrobial Use: Scaling Surveillance Using Digital Health
RECENT SCHOLARLY WORKS
2026
Conference Proceedings
Why Do Self-Harm Prediction Models Struggle to Generalise? – Lexical and Semantic Variations in Emergency Department Triage Notes
DOI: 10.18653/v1/2026.clpsych-1.312025
Journal article
Psychology student and mental health practitioner experiences of and perspectives on Client101, a virtual client chatbot training tool
DOI: 10.1186/s12909-025-07668-92025
Journal article
Evaluating a global classroom initiative to teach machine learning applications in healthcare
DOI: 10.1186/s12909-025-07918-w2025
Journal article
Extracting Social Determinants of Health from Dental Clinical Notes
DOI: 10.1055/a-2616-98582025
Journal article
Medication experiences in the treatment of opioid use disorders: Insights from Reddit
DOI: 10.1111/add.700222025
Journal article
What Do You Meme? -- Identifying Characteristics and User Perceptions of Suicide Memes in Social Media
DOI: 10.1609/icwsm.v19i1.35822
RECENT PROJECTS
2022
Research Grant
Leveraging Natural Language Processing and Machine Learning Tools to Identify Prodromal Cognitive Impairment in Longitudinal Social Media Data