Anton H. van der Vegt

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Machine Learning Algorithms

Systematic Review

Learning Algorithm

Top Venues

J. Am. Medical Informatics Assoc.

BMC Medical Informatics Decis. Mak.

Publications

Anton H. van der Vegt, Victoria Campbell, Imogen Mitchell, James Malycha, Joanna Simpson, Tracy Flenady, Arthas Flabouris, Paul J. Lane, Naitik Mehta, Vikrant R. Kalke, Jovie A Decoyna, Nicholas Es'haghi, Chun-Huei Liu, Ian A Scott
Systematic review and longitudinal analysis of implementing Artificial Intelligence to predict clinical deterioration in adult hospitals: what is known and what remains uncertain. J. Am. Medical Informatics Assoc. 31 (2) (2024)
Anton H. van der Vegt, Ian A Scott, Krishna Dermawan, Rudolf J. Schnetler, Vikrant R. Kalke, Paul J. Lane
Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework. J. Am. Medical Informatics Assoc. 30 (9) (2023)
Amir Kamel Rahimi, Moji Ghadimi, Anton H. van der Vegt, Oliver J. Canfell, Jason D. Pole, Clair Sullivan, Sally Shrapnel
Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Anton H. van der Vegt, Ian A Scott, Krishna Dermawan, Rudolf J. Schnetler, Vikrant R. Kalke, Paul J. Lane
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework. J. Am. Medical Informatics Assoc. 30 (7) (2023)
Anton H. van der Vegt, Guido Zuccon, Bevan Koopman
Learning Inter-Sentence, Disorder-Centric, Biomedical Relationships from Medical Literature. AMIA (2019)