Comparison of machine learning and conventional logistic regression-based prediction models for gestational diabetes in an ethnically diverse population; the Monash GDM Machine learning model.

[BibT_eX]

[DOI]

Yitayeh Belsti

Lisa Moran

Int. J. Medical Informatics, November, 2023

2022

Predictors of clinician use of Australia's national health information exchange in the emergency Department: An analysis of log data.

[BibT_eX]

[DOI]

Kostas Hatzikiriakidis

Joanne Enticott

Int. J. Medical Informatics, 2022

A Log Analysis Exploring the Predictors of Electronic Health Record Access by Clinicians for Consumers Aged ≥65 Who Present to the Emergency Department.

[BibT_eX]

[DOI]

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

2021

Use of My Health Record by Clinicians in the Emergency Department: An Analysis of Log Data.

[BibT_eX]

[DOI]

Frontiers Digit. Health, 2021

Clinical notes as prognostic markers of mortality associated with diabetes mellitus following critical care: A retrospective cohort analysis using machine learning and unstructured big data.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2021

2020

Use and performance of machine learning models for type 2 diabetes prediction in community settings: A systematic review and meta-analysis.