Interpretable Machine Learning The “black box” metaphor is commonly used to refer to the lack of understanding of how modern Machine Learning (ML) systems make decisions. The “black box” metaphor is commonly used to refer to the lack of understanding of how modern...
Missing Health Data Imputation Medical professionals analysing electronic health data often have to deal with data sets that are incomplete. If this data is not handled correctly it can result in negative outcomes such as bias, complications and ultimately invalid...
Automated Message Mapping Principal Researchers Junjae Lee, Orion Health This project involves automation of systems for mapping target fields to and from HL7 messages to enable automation of this previously laborious, manual...
See How They Grow In partnership with Cure Kids and the National Science Challenge A Better Start, PDH supported the work led by The University of Auckland’s Gayl Humphrey on the project “See how they grow: Developing and trialling an interactive Child Growth Chart...
Spatio-Temporal Big Data Analysis of Adherence Behaviour in Chronic Disease Many patients in New Zealand don’t receive the benefits from their medications due to poor medication behaviour, referred to as medication adherence. Researchers Doctoral student: Feiyu...
