Sparsifying machine learning models identify stable subsets of predictive features for behavioral detection of autism

Yazar: Levy, Sebastien, Duda, Marlena, Haber, Nick, Wall, Dennis P.
Yayımlandı Mol Autism (2017)

Guess What?: Towards Understanding Autism from Structured Video Using Facial Affect

Yazar: Kalantarian, Haik, Washington, Peter, Schwartz, Jessey, Daniels, Jena, Haber, Nick, Wall, Dennis P.
Yayımlandı J Healthc Inform Res (2018)

Exploratory study examining the at-home feasibility of a wearable tool for social-affective learning in children with autism

Yazar: Daniels, Jena, Schwartz, Jessey N., Voss, Catalin, Haber, Nick, Fazel, Azar, Kline, Aaron, Washington, Peter, Feinstein, Carl, Winograd, Terry, Wall, Dennis P.
Yayımlandı NPJ Digit Med (2018)

Feasibility Testing of a Wearable Behavioral Aid for Social Learning in Children with Autism

Yazar: Daniels, Jena, Haber, Nick, Voss, Catalin, Schwartz, Jessey, Tamura, Serena, Fazel, Azar, Kline, Aaron, Washington, Peter, Phillips, Jennifer, Winograd, Terry, Feinstein, Carl, Wall, Dennis P.
Yayımlandı Appl Clin Inform (2018)

Toward Continuous Social Phenotyping: Analyzing Gaze Patterns in an Emotion Recognition Task for Children With Autism Through Wearable Smart Glasses

Yazar: Nag, Anish, Haber, Nick, Voss, Catalin, Tamura, Serena, Daniels, Jena, Ma, Jeffrey, Chiang, Bryan, Ramachandran, Shasta, Schwartz, Jessey, Winograd, Terry, Feinstein, Carl, Wall, Dennis P
Yayımlandı J Med Internet Res (2020)

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

Yazar: 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.
Yayımlandı J Pers Med (2020)

Effect of Wearable Digital Intervention for Improving Socialization in Children With Autism Spectrum Disorder: A Randomized Clinical Trial

Yazar: Voss, Catalin, Schwartz, Jessey, Daniels, Jena, Kline, Aaron, Haber, Nick, Washington, Peter, Tariq, Qandeel, Robinson, Thomas N., Desai, Manisha, Phillips, Jennifer M., Feinstein, Carl, Winograd, Terry, Wall, Dennis P.
Yayımlandı JAMA Pediatr (2019)

Validity of Online Screening for Autism: Crowdsourcing Study Comparing Paid and Unpaid Diagnostic Tasks

Yazar: Washington, Peter, Kalantarian, Haik, Tariq, Qandeel, Schwartz, Jessey, Dunlap, Kaitlyn, Chrisman, Brianna, Varma, Maya, Ning, Michael, Kline, Aaron, Stockham, Nathaniel, Paskov, Kelley, Voss, Catalin, Haber, Nick, Wall, Dennis Paul
Yayımlandı J Med Internet Res (2019)

Addendum to the Acknowledgements: Validity of Online Screening for Autism: Crowdsourcing Study Comparing Paid and Unpaid Diagnostic Tasks

Yazar: Washington, Peter, Kalantarian, Haik, Tariq, Qandeel, Schwartz, Jessey, Dunlap, Kaitlyn, Chrisman, Brianna, Varma, Maya, Ning, Michael, Kline, Aaron, Stockham, Nathaniel, Paskov, Kelley, Voss, Catalin, Haber, Nick, Wall, Dennis Paul
Yayımlandı J Med Internet Res (2019)

Feature Selection and Dimension Reduction of Social Autism Data

Yazar: Washington, Peter, Paskov, Kelley Marie, Kalantarian, Haik, Stockham, Nathaniel, Voss, Catalin, Kline, Aaron, Patnaik, Ritik, Chrisman, Brianna, Varma, Maya, Tariq, Qandeel, Dunlap, Kaitlyn, Schwartz, Jessey, Haber, Nick, Wall, Dennis P.
Yayımlandı Pac Symp Biocomput (2020)

Data-Driven Diagnostics and the Potential of Mobile Artificial Intelligence for Digital Therapeutic Phenotyping in Computational Psychiatry

Yazar: Washington, Peter, Park, Natalie, Srivastava, Parishkrita, Voss, Catalin, Kline, Aaron, Varma, Maya, Tariq, Qandeel, Kalantarian, Haik, Schwartz, Jessey, Patnaik, Ritik, Chrisman, Brianna, Stockham, Nathaniel, Paskov, Kelley, Haber, Nick, Wall, Dennis P.
Yayımlandı Biol Psychiatry Cogn Neurosci Neuroimaging (2019)

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

Yazar: 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.
Yayımlandı Pac Symp Biocomput (2021)

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

Yazar: 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.
Yayımlandı Sci Rep (2021)