Kushan De Silva

According to our database, Kushan De Silva authored at least 4 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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.

Yitayeh Belsti, Lisa Moran, Lan Du, Aya Mousa, Kushan De Silva, Joanne Enticott, Helena Teede

Int. J. Medical Informatics, November, 2023

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.

Kushan De Silva, Noel Mathews, Helena Teede, Andrew Forbes, Daniel Jönsson, Ryan T. Demmer, Joanne Enticott

Comput. Biol. Medicine, 2021

2020

A combined strategy of feature selection and machine learning to identify predictors of prediabetes.

Kushan De Silva, Daniel Jönsson, Ryan T. Demmer

J. Am. Medical Informatics Assoc., 2020

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

Kushan De Silva, Wai Kit Lee, Andrew Forbes, Ryan T. Demmer, Christopher Barton, Joanne Enticott

Int. J. Medical Informatics, 2020