| Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging P Washington, A Kline, OC Mutlu, E Leblanc, C Hou, N Stockham, ... Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021 | 51 | 2021 |
| Precision Telemedicine through Crowdsourced Machine Learning: Testing Variability of Crowd Workers for Video-Based Autism Feature Recognition P Washington, E Leblanc, K Dunlap, Y Penev, A Kline, K Paskov, MW Sun, ... Journal of personalized medicine 10 (3), 86, 2020 | 49 | 2020 |
| Feature replacement methods enable reliable home video analysis for machine learning detection of autism E Leblanc, P Washington, M Varma, K Dunlap, Y Penev, A Kline, DP Wall Scientific reports 10 (1), 21245, 2020 | 44 | 2020 |
| A Mobile Game Platform for Improving Social Communication in Children with Autism: A Feasibility Study Y Penev, K Dunlap, A Husic, C Hou, P Washington, E Leblanc, A Kline, ... Applied clinical informatics 12 (05), 1030-1040, 2021 | 41 | 2021 |
| Identification of social engagement indicators associated with autism spectrum disorder using a game-based mobile app: comparative study of gaze fixation and visual scanning … M Varma, P Washington, B Chrisman, A Kline, E Leblanc, K Paskov, ... Journal of Medical Internet Research 24 (2), e31830, 2022 | 34 | 2022 |
| Crowdsourced privacy-preserved feature tagging of short home videos for machine learning ASD detection P Washington, Q Tariq, E Leblanc, B Chrisman, K Dunlap, A Kline, ... Scientific reports 11 (1), 7620, 2021 | 30 | 2021 |
| Improved Digital Therapy for Developmental Pediatrics Using Domain-Specific Artificial Intelligence: Machine Learning Study P Washington, H Kalantarian, J Kent, A Husic, A Kline, E Leblanc, C Hou, ... JMIR Pediatrics and Parenting 5 (2), e26760, 2022 | 28 | 2022 |
| Selection of trustworthy crowd workers for telemedical diagnosis of pediatric autism spectrum disorder P Washington, E Leblanc, K Dunlap, Y Penev, M Varma, JY Jung, ... BIOCOMPUTING 2021: Proceedings of the Pacific Symposium, 14-25, 2020 | 28 | 2020 |
| Training an Emotion Detection Classifier using Frames from a Mobile Therapeutic Game for Children with Developmental Disorders P Washington, H Kalantarian, J Kent, A Husic, A Kline, E Leblanc, C Hou, ... arXiv preprint arXiv:2012.08678, 2020 | 24 | 2020 |
| Training affective computer vision models by crowdsourcing soft-target labels P Washington, H Kalantarian, J Kent, A Husic, A Kline, E Leblanc, C Hou, ... Cognitive computation 13, 1363-1373, 2021 | 19 | 2021 |
| Machine learning models using mobile game play accurately classify children with autism N Deveau, P Washington, E Leblanc, A Husic, K Dunlap, Y Penev, A Kline, ... Intelligence-Based Medicine 6, 100057, 2022 | 17 | 2022 |
| Crowd annotations can approximate clinical autism impressions from short home videos with privacy protections P Washington, B Chrisman, E Leblanc, K Dunlap, A Kline, C Mutlu, ... Intelligence-Based Medicine 6, 100056, 2022 | 12 | 2022 |
| Crowdsourced feature tagging for scalable and privacy-preserved autism diagnosis P Washington, Q Tariq, E Leblanc, B Chrisman, K Dunlap, A Kline, ... medRxiv, 2020.12. 15.20248283, 2020 | 8 | 2020 |
| Using crowdsourcing to train facial emotion machine learning models with ambiguous labels P Washington, OC Mutlu, E Leblanc, A Kline, C Hou, B Chrisman, ... arXiv preprint arXiv:2101.03477, 2021 | 7 | 2021 |
| TikTok for Good: Creating a Diverse Emotion Expression Database S Surabhi, B Shah, P Washington, OC Mutlu, E Leblanc, P Mohite, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 4 | 2022 |
| superpower glass: An augmented reality intervention for improving social deficits in children with autism spectrum disorder A Kline, M Ning, A Husic, P Washington, C Voss, KL Dunlap, Y Penev, ... INSAR 2020 Virtual Meeting, 2020 | 2 | 2020 |
| Improved Digital Therapy for Developmental Pediatrics Using Domain-Specific Artificial Intelligence P Washington, H Kalantarian, J Kent, A Husic, A Kline, E Leblanc, C Hou, ... | | |
| A Mobile Game for the Diagnosis and Treatment of Autism Spectrum Disorder Using Crowdsourced Information P Washington, A Husic, M Ning, H Kalantarian, A Kline, C Hou, KL Dunlap, ... INSAR 2020 Virtual Meeting, 0 | | |
