Cross-disorder comparative analysis of comorbid conditions reveals novel autism candidate genes

por Diaz-Beltran, Leticia, Esteban, Francisco J., Varma, Maya, Ortuzk, Alp, David, Maude, Wall, Dennis P.
Publicado 2017

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

Coalitional Game Theory Facilitates Identification of Non-Coding Variants Associated With Autism

por Sun, Min Woo, Gupta*, Anika, Varma, Maya, Paskov, Kelley M, Jung, Jae-Yoon, Stockham, Nate T, Wall, Dennis P
Publicado 2019

Estimating sequencing error rates using families

por Paskov, Kelley, Jung, Jae-Yoon, Chrisman, Brianna, Stockham, Nate T., Washington, Peter, Varma, Maya, Sun, Min Woo, Wall, Dennis P.
Publicado 2021

Outgroup Machine Learning Approach Identifies Single Nucleotide Variants in Noncoding DNA Associated with Autism Spectrum Disorder

por Varma, Maya, Paskov, Kelley Marie, Jung, Jae-Yoon, Chrisman, Brianna Sierra, Stockham, Nate Tyler, Washington, Peter Yigitcan, Wall, Dennis Paul
Publicado 2019

A maximum flow-based network approach for identification of stable noncoding biomarkers associated with the multigenic neurological condition, autism

por Varma, Maya, Paskov, Kelley M., Chrisman, Brianna S., Sun, Min Woo, Jung, Jae-Yoon, Stockham, Nate T., Washington, Peter Y., Wall, Dennis P.
Publicado 2021

Game theoretic centrality: a novel approach to prioritize disease candidate genes by combining biological networks with the Shapley value

por Sun, Min Woo, Moretti, Stefano, Paskov, Kelley M., Stockham, Nate T., Varma, Maya, Chrisman, Brianna S., Washington, Peter Y., Jung, Jae-Yoon, Wall, Dennis P.
Publicado 2020

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

Indels in SARS-CoV-2 occur at template-switching hotspots

por Chrisman, Brianna Sierra, Paskov, Kelley, Stockham, Nate., Tabatabaei, Kevin, Jung, Jae-Yoon, Washington, Peter, Varma, Maya, Sun, Min Woo, Maleki, Sepideh, Wall, Dennis P.
Publicado 2021

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

Improved detection of disease-associated gut microbes using 16S sequence-based biomarkers

por Chrisman, Brianna S., Paskov, Kelley M., Stockham, Nate, Jung, Jae-Yoon, Varma, Maya, Washington, Peter Y., Tataru, Christine, Iwai, Shoko, DeSantis, Todd Z., David, Maude, Wall, Dennis P.
Publicado 2021

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 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 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 2020

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