Area of research
General Health Professions · Molecular Biology
Research interest
Research interests include Geriatric Care and Nursing Homes, Biomedical Text Mining and Ontologies, Mobile Health and mHealth Applications, and Dementia and Cognitive Impairment Research.
Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches
Extracting Symptoms of Agitation in Dementia from Free-Text Nursing Notes Using Advanced Natural Language Processing
A Five-Step Workflow to Manually Annotate Unstructured Data into Training Dataset for Natural Language Processing
COVID-19 and Its Influence on Prevalence of Dementia and Agitation in Australian Residential Aged Care: A Comparative Study
Developing an ontology of non-pharmacological treatment for emotional and mood disturbances in dementia
Low Pneumoperitoneum Pressure Reduces Gas Embolism During Laparoscopic Liver Resection
Malnutrition and its contributing factors for older people living in residential aged care facilities: Insights from natural language processing of aged care records
Developing an Instrument to Evaluate the Quality of Dementia Websites
Agitation Prevalence in People With Dementia in Australian Residential Aged Care Facilities: Findings From Machine Learning of Electronic Health Records
Design features and health outcomes of mHealth applications for patient self-management of asthma: a systematic review
Developing an Intuitive Graph Representation of Knowledge for Nonpharmacological Treatment of Psychotic Symptoms in Dementia
A Comprehensive 6A Framework for Improving Patient Self-Management of Hypertension Using mHealth Services: Qualitative Thematic Analysis
Developing an ontology for representing the domain knowledge specific to non‐pharmacological treatment for agitation in dementia
Time spent on daytime direct care activities by personal carers in two Australian residential aged care facilities: a time–motion study
The work pattern of personal care workers in two Australian nursing homes: a time-motion study