180 citations · 206 across the 4 of their papers we have counts for
4 papers
Inferring Actual Treatment Pathways from Patient Records
Adrian Wilkins-Caruana, Madhushi Bandara, Katarzyna Musial +2
Treatment pathways are step-by-step plans outlining the recommended medical care for specific diseases; they get revised when different treatments are found to improve patient outc…
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…
ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty
Yu Dong, Jie Liang, Longbing Cao +1
Clinic testing plays a critical role in containing infectious diseases such as COVID-19. However, one of the key research questions in fighting such pandemics is how to optimize te…
Relational Autoencoder for Feature Extraction
Qinxue Meng, Daniel Catchpoole, David Skillicorn +1
Feature extraction becomes increasingly important as data grows high dimensional. Autoencoder as a neural network based feature extraction method achieves great success in generati…