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

Por Levy, Sebastien, Duda, Marlena, Haber, Nick, Wall, Dennis P.
Publicado no Mol Autism (2017)

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

Por Kalantarian, Haik, Washington, Peter, Schwartz, Jessey, Daniels, Jena, Haber, Nick, Wall, Dennis P.
Publicado no J Healthc Inform Res (2018)

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

Por Daniels, Jena, Schwartz, Jessey N., Voss, Catalin, Haber, Nick, Fazel, Azar, Kline, Aaron, Washington, Peter, Feinstein, Carl, Winograd, Terry, Wall, Dennis P.
Publicado no NPJ Digit Med (2018)

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

Por 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.
Publicado no Appl Clin Inform (2018)

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

Por 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
Publicado no J Med Internet Res (2020)

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 no J Pers Med (2020)

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

Por 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.
Publicado no JAMA Pediatr (2019)

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

Por 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
Publicado no J Med Internet Res (2019)

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

Por 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
Publicado no J Med Internet Res (2019)

Feature Selection and Dimension Reduction of Social Autism Data

Por 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.
Publicado no Pac Symp Biocomput (2020)

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

Por 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.
Publicado no Biol Psychiatry Cogn Neurosci Neuroimaging (2019)