Feature replacement methods enable reliable home video analysis for machine learning detection of autism

por Leblanc, Emilie, Washington, Peter, Varma, Maya, Dunlap, Kaitlyn, Penev, Yordan, Kline, Aaron, Wall, Dennis P.
Publicado 2020

Crowd annotations can approximate clinical autism impressions from short home videos with privacy protections

por Washington, Peter, Chrisman, Brianna, Leblanc, Emilie, Dunlap, Kaitlyn, Kline, Aaron, Mutlu, Cezmi, Stockham, Nate, Paskov, Kelley, Wall, Dennis Paul
Publicado 2022

Machine learning models using mobile game play accurately classify children with autism

por Deveau, Nicholas, Washington, Peter, Leblanc, Emilie, Husic, Arman, Dunlap, Kaitlyn, Penev, Yordan, Kline, Aaron, Mutlu, Onur Cezmi, Wall, Dennis P.
Publicado 2022

Identification of Social Engagement Indicators Associated With Autism Spectrum Disorder Using a Game-Based Mobile App: Comparative Study of Gaze Fixation and Visual Scanning Method...

por Varma, Maya, Washington, Peter, Chrisman, Brianna, Kline, Aaron, Leblanc, Emilie, Paskov, Kelley, Stockham, Nate, Jung, Jae-Yoon, Sun, Min Woo, Wall, Dennis P
Publicado 2022

Precision Telemedicine through Crowdsourced Machine Learning: Testing Variability of Crowd Workers for Video-Based Autism Feature Recognition

por Washington, Peter, Leblanc, Emilie, Dunlap, Kaitlyn, Penev, Yordan, Kline, Aaron, Paskov, Kelley, Sun, Min Woo, Chrisman, Brianna, Stockham, Nathaniel, Varma, Maya, Voss, Catalin, Haber, Nick, Wall, Dennis P.
Publicado 2020

A Mobile Game Platform for Improving Social Communication in Children with Autism: A Feasibility Study

por Penev, Yordan, Dunlap, Kaitlyn, Husic, Arman, Hou, Cathy, Washington, Peter, Leblanc, Emilie, Kline, Aaron, Kent, John, Ng-Thow-Hing, Anthony, Liu, Bennett, Harjadi, Christopher, Tsou, Meagan, Desai, Manisha, Wall, Dennis P.
Publicado 2021

Selection of trustworthy crowd workers for telemedical diagnosis of pediatric autism spectrum disorder

por Washington, Peter, Leblanc, Emilie, Dunlap, Kaitlyn, Penev, Yordan, Varma, Maya, Jung, Jae-Yoon, Chrisman, Brianna, Sun, Min Woo, Stockham, Nathaniel, Paskov, Kelley Marie, Kalantarian, Haik, Voss, Catalin, Haber, Nick, Wall, Dennis P.
Publicado 2021

Crowdsourced privacy-preserved feature tagging of short home videos for machine learning ASD detection

por Washington, Peter, Tariq, Qandeel, Leblanc, Emilie, Chrisman, Brianna, Dunlap, Kaitlyn, Kline, Aaron, Kalantarian, Haik, Penev, Yordan, Paskov, Kelley, Voss, Catalin, Stockham, Nathaniel, Varma, Maya, Husic, Arman, Kent, Jack, Haber, Nick, Winograd, Terry, Wall, Dennis P.
Publicado 2021

Improved Digital Therapy for Developmental Pediatrics Using Domain-Specific Artificial Intelligence: Machine Learning Study

por Washington, Peter, Kalantarian, Haik, Kent, John, Husic, Arman, Kline, Aaron, Leblanc, Emilie, Hou, Cathy, Mutlu, Onur Cezmi, Dunlap, Kaitlyn, Penev, Yordan, Varma, Maya, Stockham, Nate Tyler, Chrisman, Brianna, Paskov, Kelley, Sun, Min Woo, Jung, Jae-Yoon, Voss, Catalin, Haber, Nick, Wall, Dennis Paul
Publicado 2022