Do we really expect to predict the spread – with confidence – of a disease that was unheard of six months ago? All models are wrong, but some are useful. George Box, Statistician This quote is usually attributed to the statistician George Box, and illustrates a principle generally understood by data scientists. The public is experiencing a crash …
Summer of Research project by Nick James, (University of Auckland), supervised by Dr Edmond Zhang (Orion Health) and Dr Patrick Gladding (University of Auckland). In New Zealand, private medical information cannot be used for research except when it directly relates to treating the patient it was collected from. There are two ways to make this …
Summer of Research project by Sivaram Manoharan, supervised by Bernhard Pfahringer, University of Auckland. Melanoma is an extremely dangerous type of skin cancer most commonly caused by exposure to UV light. The highest incidence rate of Melanoma is in Australia and New Zealand, in addition to being the fourth most common cancer diagnosed in New …
Summer of Research project by Nick James, supervised by Dr. Patrick Gladding (University of Auckland). Familial Hypercholesterolaemia (FH) is a genetic condition which causes an increased risk of cardiovascular disease and premature death (3-4 times the risk of early death). It is estimated to affect 1:300 people in the general population of New Zealand. There …
Summer of Research project by Josh Atwal, supervised by Dr. Jichao Zhao (University of Auckland). Atrial fibrillation (AF) is the most common sustained heart rhythm disturbance. At present, 25% of the New Zealand population who are 40 years old or more will experience AF in their lifetime. AF increases morbidity and mortality. The aim of …
This week Dr Kevin Ross, General Manager of Precision Driven Health and Haze White, Māori Health Researcher, spoke to Radio New Zealand about countering ethnic bias in the health system to ensure the findings of NZ health data research is meaningful for all groups of the population. The key topic of discussion was the reality …
This feasibility study, in partnership with Vensa Health, is answering the following questions: How can we accurately automate interpretation and dissemination of lab results to save clinician time, while keeping the clinical control in their hands in way that’s intuitive and flexible? Can collective best practices be gathered and help improve clinical decision making based …
Countering bias in the health system Heart disease is the leading cause of preventable mortality in Aotearoa, New Zealand. It is a disease which disproportionately affects certain groups such as Māori – who have higher rates of ischaemic heart disease (or coronary heart disease) and stroke but have lower access to health care. It is …
The practice of medicine is fast becoming a data science, and nowhere is this more apparent than with one of Precision Driven Health’s foundation projects – Epidemiology and the estimation of long-term surgical mortality. Principal investigator Dr Doug Campbell1 from Auckland District Health Board and his team are combining large national datasets of surgical operation …
Ensuring patients are given the correct medication, in the right dosage, with proper instruction, is absolutely critical. However, the job of medication reconciliation is currently an onerous task that is tedious and time-consuming, even with the best software. Somebody needs to manually check every medication a patient is taking, to ensure that instructions are clear …