Kushan De Silva

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 4

Top Topics

Machine Learning

Prediction Model

Top Venues

Int. J. Medical Informatics

Comput. Biol. Medicine

J. Am. Medical Informatics Assoc.

Publications

Yitayeh Belsti, Lisa Moran, Lan Du, Aya Mousa, Kushan De Silva, Joanne Enticott, Helena Teede
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. Int. J. Medical Informatics 179 (2023)
Kushan De Silva, Noel Mathews, Helena Teede, Andrew Forbes, Daniel Jönsson, Ryan T. Demmer, Joanne Enticott
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. Comput. Biol. Medicine 132 (2021)
Kushan De Silva, Daniel Jönsson, Ryan T. Demmer
A combined strategy of feature selection and machine learning to identify predictors of prediabetes. J. Am. Medical Informatics Assoc. 27 (3) (2020)
Kushan De Silva, Wai Kit Lee, Andrew Forbes, Ryan T. Demmer, Christopher Barton, Joanne Enticott
Use and performance of machine learning models for type 2 diabetes prediction in community settings: A systematic review and meta-analysis. Int. J. Medical Informatics 143 (2020)