10/06/2015 by Rob Payne, Science Network WA
http://www.mdtmag.com/news/2015/10/3d-photo-analyzes-facial-shape-root-out-sleep-apnea-cause?et_cid=4861597&et_rid=280879682&type=cta
Be it snoring, insomnia or nightmares, most people have sleeping issues.
While some of these can be difficult to diagnose, obstructive sleep apnea sufferers may soon be able to find answers through a simple 3D photograph.
This is thanks to a technique called dense correspondence, created by the UWA Machine Intelligence Group, a shape analysis system which identifies and maps thousands of anatomical points on the human face.
The system allows participants’ facial structures to morph, ensuring precise points of comparison.
With input from sleep study results, scientists will be able to determine what physical characteristics are associated with sleep apnea, and to what degree.
This should help sleep apnea sufferers, who wake up frequently each night due to disruptions in breathing caused by the walls of the throat closing off or collapsing.
By feeding their 3D photo into the program’s algorithm, sufferers will be able to see if their craniofacial characteristics are to blame.
Speaking at a public lecture recently, UWA Associate Professor Ajmal Mian said absolute measurements are possible with 3D data.
“In 2D photos, linear distances cut through the features…and do not take the underlying morphology into account,” he said.
These absolute measurements involve geodesic distance calculations such as curvature and depth, allowing for volume calculation.
This is handy considering sleep apnea is associated with factors such as having a smaller jaw, weak (retruded) jaw, large tongue and thick neck.
Sleep Apnea Consequences Significant for Sufferers
Director of UWA’s Centre for Sleep Science Professor Peter Eastwood said the consequences of sleep apnea are profound for individuals and the community.
“There’s a huge surge in blood pressure when you wake up from an apnea,” Prof Eastwood said.
“As a consequence of this blood pressure surge, the huge effort [to breathe] during sleep and intermittent changes in blood oxygen levels, a person has chronic hypertension. [And] an increased risk of cardiovascular disease, stroke, type-two diabetes and metabolic syndrome, and [they] are chronically sleep-deprived.”
Extreme daytime tiredness has also been linked to depression and a three- to five-fold increased risk of traffic accidents.
“The most recent estimates of sleep apnea prevalence are about six per cent in middle-aged women and about 13 per cent in middle-aged men—and that’s sleep apnea of a clinically significant level,” Prof Eastwood said.
“The challenge for us is detection and diagnosis, because about nine percent of people who have the condition are currently undiagnosed.”
http://www.mdtmag.com/news/2015/10/3d-photo-analyzes-facial-shape-root-out-sleep-apnea-cause?et_cid=4861597&et_rid=280879682&type=cta
Be it snoring, insomnia or nightmares, most people have sleeping issues.
While some of these can be difficult to diagnose, obstructive sleep apnea sufferers may soon be able to find answers through a simple 3D photograph.
This is thanks to a technique called dense correspondence, created by the UWA Machine Intelligence Group, a shape analysis system which identifies and maps thousands of anatomical points on the human face.
The system allows participants’ facial structures to morph, ensuring precise points of comparison.
With input from sleep study results, scientists will be able to determine what physical characteristics are associated with sleep apnea, and to what degree.
This should help sleep apnea sufferers, who wake up frequently each night due to disruptions in breathing caused by the walls of the throat closing off or collapsing.
By feeding their 3D photo into the program’s algorithm, sufferers will be able to see if their craniofacial characteristics are to blame.
Speaking at a public lecture recently, UWA Associate Professor Ajmal Mian said absolute measurements are possible with 3D data.
“In 2D photos, linear distances cut through the features…and do not take the underlying morphology into account,” he said.
These absolute measurements involve geodesic distance calculations such as curvature and depth, allowing for volume calculation.
This is handy considering sleep apnea is associated with factors such as having a smaller jaw, weak (retruded) jaw, large tongue and thick neck.
Sleep Apnea Consequences Significant for Sufferers
Director of UWA’s Centre for Sleep Science Professor Peter Eastwood said the consequences of sleep apnea are profound for individuals and the community.
“There’s a huge surge in blood pressure when you wake up from an apnea,” Prof Eastwood said.
“As a consequence of this blood pressure surge, the huge effort [to breathe] during sleep and intermittent changes in blood oxygen levels, a person has chronic hypertension. [And] an increased risk of cardiovascular disease, stroke, type-two diabetes and metabolic syndrome, and [they] are chronically sleep-deprived.”
Extreme daytime tiredness has also been linked to depression and a three- to five-fold increased risk of traffic accidents.
“The most recent estimates of sleep apnea prevalence are about six per cent in middle-aged women and about 13 per cent in middle-aged men—and that’s sleep apnea of a clinically significant level,” Prof Eastwood said.
“The challenge for us is detection and diagnosis, because about nine percent of people who have the condition are currently undiagnosed.”