Niall Higgins

University of Southern Queensland — Australia

Health Professions · Health Sciences

21h-index2.7kcitations90works1.22yr avg
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Research Topics

Central Venous Catheters and Hemodialysis(24), Patient Safety and Medication Errors(12), Vascular Procedures and Complications(10), Emergency and Acute Care Studies(8), Hemodynamic Monitoring and Therapy(8)

Publications90 total

Documenting Concordance: A Scoping Review of NLP and Text Mining in Oncology EHR Narratives
Preprints.org·2026Open Access
Patient Voice and Treatment Nonadherence in Cancer Care: A Scoping Review of Sentiment Analysis
Nursing Reports·2026Open Access
Automated Mood Detection from Naturalistic Phone Conversations: A Feasibility Study for Relapse Prediction in Mood Disorders (Preprint)
2025Open Access
What the Patient Voice Reveals About Treatment Nonadherence in Oncology: A Scoping Review of Sentiment Analysis and Online Narratives
Preprints.org·2025Open Access
What the Patient Voice Reveals About Treatment Nonadherence in Oncology: A Scoping Review of Sentiment Analysis and Online Narratives
Preprints.org·2025Open Access
The Rise of Scoping Reviews in Nursing Science: Trends, Merits, and Responsible Use
Nursing Reports·2025· 1 citedOpen Access
Passive AI Detection of Stress and Burnout Among Frontline Workers
Nursing Reports·2025· 1 citedOpen Access
Autism spectrum disorder in older people: A scoping review of the screening and diagnostic tools available for diagnosis
Australian & New Zealand Journal of Psychiatry·2025
Towards Transparent Deep Learning in Medicine: Feature Contribution and Attention Mechanism-Based Explainability
Human-Centric Intelligent Systems·2025· 2 citedOpen Access
Prenatal depression level prediction using ensemble based deep learning model
International Journal of Cognitive Computing in Engineering·2025· 3 citedOpen Access
Feasibility of Mental Health Triage Call Priority Prediction Using Machine Learning
Nursing Reports·2024· 3 citedOpen Access
AI-assisted summary of suicide risk Formulation
arXiv (Cornell University)·2024Open Access
Feasibility of Mental Health Triage Call Priority Prediction Using Machine Learning
arXiv (Cornell University)·2024· 1 citedOpen Access
Grand Rounds at the Royal Children's Hospital in Brisbane
2024
A Combined Sentiment Analysis of Twitter for Identifying Users with Depression
2024· 1 cited
Guideline-based exercise management for hip and knee osteoarthritis: a cross-sectional comparison of healthcare professional and patient beliefs in Ireland
BMJ Open·2024· 3 citedOpen Access
A survey of autonomous monitoring systems in mental health
Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery·2024· 7 citedOpen Access
Survey of staff experiences of potential stigma during the <scp>COVID19</scp> pandemic
International Journal of Mental Health Nursing·2024Open Access
Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion
Pattern Recognition Letters·2023· 10 citedOpen Access
Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

Claire M. Rickard(15), Peter J. Carr(14), Marie Cooke(10), Thanveer Shaik(8), Xiaohui Tao(8), Raj Gururajan(8), Xujuan Zhou(8), James Rippey(7), Samantha Keogh(5), Aileen Foale(4), Lin Li(3), Evan Alexandrou(3), Gillian Ray‐Barruel(3), Steven A. Frost(3), Sheila Inwood(3), Frances Lin(3), Laura Alberto(3), Leonard A. Mermel(3), Rajib Rana(3), Kathryn Turner(3)