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3D facial photography offers quick way to predict sleep apnoea

Posted August 16, 2019

Three-dimensional facial photography can provide a simple and highly accurate method of predicting the presence of obstructive sleep apnoea, according to a study led by The University of Western Australia.

The research, published in the Journal of Clinical Sleep Medicine, builds on previous work identifying that the structure of the face, head and neck played a key role in diagnosing sleep apnoea.

Professor Peter Eastwood, director of the Centre for Sleep Science, and his research team ran overnight sleep studies while Dr Syed Zulqarnain Gilani, from UWA’s School of Computer Science and Software Engineering, analysed the 3D faces.

A sleeping man. Image credit: Sabrina & Brad via Flickr, CC BY 2.0

“What we found was that we could predict the presence of obstructive sleep apnoea with 91 per cent accuracy when craniofacial measurements from 3D photography were combined into a single predictive algorithm,” Dr Gilani said.

Sleep disorders are estimated to cost the Australian health system more than $5 billion annually. More than half the cost is associated with sleep apnoea which is associated with snoring and repeated periods of ‘choking’ during sleep.

Sleep apnoea causes daytime sleepiness and is strongly linked to sleepiness related accidents, diabetes, cardiovascular diseases, and depression. Despite sleep apnoea being treatable, the vast majority – up to75 per cent – of individuals remain undiagnosed.

This is largely because current methods of assessing sleep apnoea are expensive and access to them is limited.

The study recruited 400 middle-aged men and women who took part in sleep studies at UWA’s Centre for Sleep Science and Sir Charles Gairdner Hospital while their faces were analysed from 3D photographs. Participants were also recruited from Western Australia’s Raine Study.

The study suggested that it might also be possible to predict the severity of a person’s sleep apnoea from these photographs.

“This breakthrough has the potential to reduce the burden on hospitals and sleep clinics that currently run sleep studies for everyone,” Dr Gilani said. “It can flag people at risk of sleep apnoea who can then be referred for diagnosis and treatment.”

What is the Raine Study?

The Raine Study is one of the largest prospective cohorts of pregnancy, childhood, adolescence and now early adulthood to be carried out anywhere in the world. The Raine Study’s purpose is to improve human health and well-being, through the study of a cohort of Western Australians from before birth onwards. 2900 pregnant women entered the study between 1989 and 1991 and 2868 live births were recruited into the cohort. These children born into the study, their parents, their grandparents and now their own children are part of one of the world’s most successful multi-generational pregnancy cohort studies.

The Raine Study is a joint venture between The University of Western Australia, Curtin University of Technology, Telethon Kids Institute, Women and Infants Research Foundation, Edith Cowan University, Murdoch University and The University of Notre Dame Australia and receives additional funding support from the Raine Medical Research Foundation and National Health and Medical Research Council.

Source: The University of Western Australia

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