21 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 21 cited
Machine Learning for Administrative Health Records: A Systematic Review of Techniques and Applications
Adrian Caruana, Madhushi Bandara, Katarzyna Musial +2
Machine learning provides many powerful and effective techniques for analysing heterogeneous electronic health records (EHR). Administrative Health Records (AHR) are a subset of EH…
cs.LG2021
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences
Adrian Caruana, Madhushi Bandara, Daniel Catchpoole +1
A meaningful understanding of clinical protocols and patient pathways helps improve healthcare outcomes. Electronic health records (EHR) reflect real-world treatment behaviours tha…