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Detecting autism symptoms in children via an app? Yes, says new study from Duke


by Stephanie Lopez April 30, 2021 .
DURHAM – A digital app successfully detected one of the telltale characteristics of autism in young children, suggesting the technology could one day become an inexpensive and scalable early screening tool, researchers at Duke University report.
The research team created the app to assess the eye gaze patterns of children while they watched short, strategically designed movies on an iPhone or iPad, then applied computer vision and machine learning to determine whether the child was looking more often at the human in the video, or objects.
“We know that babies who have autism pay attention to the environment differently and are not paying as much attention to people,” said Geraldine Dawson, Ph.D., director of the Duke Center for Autism and Brain Development, and co-senior author of a study appearing online April 26 in JAMA Pediatrics. Read the paper at this link. ....

Zhuoqing Chang , Scotth Kollins , Steven Espinosa , Jeffrey Baker , Oconnor Sullivan , Guillermo Sapiro , Jill Howard , Naomi Davis , Martha Gagliano , Adrianne Harris , Brian Eichner , Elianam Perrin , Rachel Aiello , Barbarak Walter , Pradeep Raj , Geraldine Dawson , Scott Compton , Sam Perochon , Lauren Franz , Marina Spanos , Amazon Web Services , Duke Center , National Science Foundation , National Institute Of Mental Health , Autism Centers Of Excellence Award , Simons Foundation ,

Study shows smartphone app can identify autism symptoms in toddlers


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DURHAM, N.C. - A digital app successfully detected one of the telltale characteristics of autism in young children, suggesting the technology could one day become an inexpensive and scalable early screening tool, researchers at Duke University report.
The research team created the app to assess the eye gaze patterns of children while they watched short, strategically designed movies on an iPhone or iPad, then applied computer vision and machine learning to determine whether the child was looking more often at the human in the video, or objects.
We know that babies who have autism pay attention to the environment differently and are not paying as much attention to people, said Geraldine Dawson, Ph.D., director of the Duke Center for Autism and Brain Development, and co-senior author of a study appearing online April 26 in ....

Zhuoqing Chang , Scotth Kollins , Steven Espinosa , Jeffrey Baker , Oconnor Sullivan , Guillermo Sapiro , Jill Howard , Naomi Davis , Martha Gagliano , Adrianne Harris , Brian Eichner , Elianam Perrin , Rachel Aiello , Barbarak Walter , Pradeep Raj , Geraldine Dawson , Scott Compton , Sam Perochon , Lauren Franz , Marina Spanos , Duke Department Of Electrical , Amazon Web Services , Duke Center , National Science Foundation , National Institute Of Mental Health , Autism Centers Of Excellence Award ,