Peter Washington

64 papers B 1C 1Misc 3Journal 47Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Ensemble Modeling of Multiple Physical Indicators to Dynamically Phenotype Autism Spectrum Disorder. Algorithms Marie Huynh, Aaron Kline, Saimourya Surabhi, Kaitlyn Dunlap, Onur Cezmi Mutlu, Mohammadmahdi Honarmand, Parnian Azizian, Peter Washington, Dennis P. Wall
2025	—	`conf`	Hashtag2Action: Data Engineering and Self-Supervised Pre-Training for Action Recognition in Short-Form Videos. ICCVW Yang Qian, Ali Kargarandehkordi, Yinan Sun, Parnian Azizian, Onur Cezmi Mutlu, Saimourya Surabhi, Zain Jabbar, Dennis Paul Wall, Peter Washington, Huaijin Chen
2025	J	`jnl`	Multimodal LLM vs. Human-Measured Features for AI Predictions of Autism in Home Videos. Algorithms Parnian Azizian, Mohammadmahdi Honarmand, Aditi Jaiswal, Aaron Kline, Kaitlyn Dunlap, Peter Washington, Dennis P. Wall
2025	J	`jnl`	Quantifying device type and handedness biases in a remote Parkinson's disease AI-powered assessment. npj Digit. Medicine Zerin Nasrin Tumpa, Md Rahat Shahriar Zawad, Lydia Sollis, Shubham Parab, Irene Y. Chen, Peter Washington
2025	J	`jnl`	Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025. CoRR Emily Alsentzer, Marie-Laure Charpignon, Bill Chen, Niharika D'Souza, Jason A. Fries, Yixing Jiang, Aparajita Kashyap, Chanwoo Kim, Simon A. Lee, Aishwarya Mandyam, Ashery Christopher Mbilinyi, Nikita Mehandru, Nitish Nagesh, Brighton Nuwagira, Emma Pierson, Arvind Pillai, Akane Sano, Tanveer F. Syeda-Mahmood, Shashank Yadav, Elias Adhanom, Muhammad Umar Afza, Amelia Archer, Suhana Bedi, Vasiliki Bikia, Trenton Chang, George H. Chen, Winston Chen, Erica Chiang, Edward Choi, Octavia Ciora, Paz Dozie-Nnamah, Shaza Elsharief, Matthew Engelhard, Ali Eshragh, Jean Feng, Josh Fessel, Scott L. Fleming, Kei Sen Fong, Thomas Frost, Soham Gadgil, Judy Gichoya, Leeor Hershkovich, Sujeong Im, Bhavya Jain, Vincent Jeanselme, Furong Jia, Qixuan Jin, Yuxuan Jin, Daniel Kapash, Geetika Kapoor, Behdokht Kiafar, Matthias Kleiner, Stefan Kraft, Annika Kumar, Daeun Kyung, Zhongyuan Liang, Joanna Lin, Qianchu Liu, Chang Liu, Hongzhou Luan, Chris Lunt, Leopoldo Julian Lechuga López, Matthew B. A. McDermott, Shahriar Noroozizadeh, Connor O'Brien, YongKyung Oh, Mixail Ota, Stephen Pfohl, Meagan Pi, Tanmoy Sarkar Pias, Emma Rocheteau, Avishaan Sethi, Toru Shirakawa, Anita Silver, Neha Simha, Kamile Stankeviciute, Max Sunog, Peter Szolovits, Shengpu Tang, Jialu Tang, Aaron Tierney, John Valdovinos, Byron Wallace, Will Ke Wang, Peter Washington, Jeremy C. Weiss, Daniel Wolfe, Emily Wong, Hye Sun Yun, Xiaoman Zhang, Xiao Yu Cindy Zhang, Hayoung Jeong, Kaveri A. Thakoor
2024	J	`jnl`	Challenges in Reducing Bias Using Post-Processing Fairness for Breast Cancer Stage Classification with Deep Learning. Algorithms Armin Soltan, Peter Washington
2024	—	`conf`	Challenges in the Differential Classification of Individual Diagnoses from Co-Occurring Autism and ADHD Using Survey Data. BHI Aditi Jaiswal, Dennis P. Wall, Peter Washington
2024	J	`jnl`	Challenges in the Differential Classification of Individual Diagnoses from Co-Occurring Autism and ADHD Using Survey Data. CoRR Aditi Jaiswal, Dennis P. Wall, Peter Washington
2024	J	`jnl`	Ensemble Modeling of Multiple Physical Indicators to Dynamically Phenotype Autism Spectrum Disorder. CoRR Marie Huynh, Aaron Kline, Saimourya Surabhi, Kaitlyn Dunlap, Onur Cezmi Mutlu, Mohammadmahdi Honarmand, Parnian Azizian, Peter Washington, Dennis P. Wall
2024	J	`jnl`	Evaluating Fair Feature Selection in Machine Learning for Healthcare. CoRR Md Rahat Shahriar Zawad, Peter Washington
2024	J	`jnl`	Evaluating Large Language Models for Anxiety and Depression Classification using Counseling and Psychotherapy Transcripts. CoRR Junwei Sun, Siqi Ma, Yiran Fan, Peter Washington
2024	J	`jnl`	Public Health Using Social Network Analysis During the COVID-19 Era: A Systematic Review. Inf. Stanislava Gardasevic, Aditi Jaiswal, Manika Lamba, Jena Funakoshi, Kar-Hai Chu, Aekta Shah, Yinan Sun, Pallav Pokhrel, Peter Washington
2024	J	`jnl`	TikTokActions: A TikTok-Derived Video Dataset for Human Action Recognition. CoRR Yang Qian, Yinan Sun, Ali Kargarandehkordi, Onur Cezmi Mutlu, Saimourya Surabhi, Pingyi Chen, Zain Jabbar, Dennis Paul Wall, Peter Washington
2023	J	`jnl`	A Comparison of Personalized and Generalized Approaches to Emotion Recognition Using Consumer Wearable Devices: Machine Learning Study. CoRR Joe Li, Peter Washington
2023	J	`jnl`	A Review of and Roadmap for Data Science and Machine Learning for the Neuropsychiatric Phenotype of Autism. CoRR Peter Washington, Dennis P. Wall
2023	J	`jnl`	Addressing Racial Bias in Facial Emotion Recognition. CoRR Alex Fan, Xingshuo Xiao, Peter Washington
2023	J	`jnl`	An Exploration of Multimodality and Data Augmentation for Dementia Classification. CoRR Kaiying Lin, Peter Washington
2023	J	`jnl`	Computer Vision Estimation of Emotion Reaction Intensity in the Wild. CoRR Yang Qian, Ali Kargarandehkordi, Onur Cezmi Mutlu, Saimourya Surabhi, Mohammadmahdi Honarmand, Dennis Paul Wall, Peter Washington
2023	J	`jnl`	Crowdsourcing in Precision Healthcare: Short Review. CoRR Peter Washington
2023	J	`jnl`	Personalization of Affective Models to Enable Neuropsychiatric Digital Precision Health Interventions: A Feasibility Study. CoRR Ali Kargarandehkordi, Matti Kaisti, Peter Washington
2023	J	`jnl`	Personalization of Stress Mobile Sensing using Self-Supervised Learning. CoRR Tanvir Islam, Peter Washington
2023	J	`jnl`	Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data. CoRR Tanvir Islam, Peter Washington
2023	—	`conf`	SIM-CNN: Self-supervised Individualized Multimodal Learning for Stress Prediction on Nurses Using Biosignals. ML4MHD Sunmin Eom, Sunwoo Eom, Peter Washington
2023	J	`jnl`	Self-Supervised Learning for Audio-Based Emotion Recognition. CoRR Peranut Nimitsurachat, Peter Washington
2023	B	`conf`	The categorization of intransitive verbs in Mandarin: Evidence from word2vec modeling and behavioral experiment. CogSci Kaiying Lin, Peter Washington
2022	J	`jnl`	An Exploration of Active Learning for Affective Digital Phenotyping. CoRR Peter Washington, Cezmi Mutlu, Aaron Kline, Cathy Hou, Kaitlyn Dunlap, Jack Kent, Arman Husic, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley M. Paskov, Jae-Yoon Jung, Dennis P. Wall
2022	J	`jnl`	Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images. CoRR Peter Washington, Onur Cezmi Mutlu, Aaron Kline, Kelley M. Paskov, Nate Tyler Stockham, Brianna Sierra Chrisman, Nick Deveaux, Mourya Surhabi, Nick Haber, Dennis P. Wall
2022	J	`jnl`	Classifying Autism from Crowdsourced Semi-Structured Speech Recordings: A Machine Learning Approach. CoRR Nathan A. Chi, Peter Washington, Aaron Kline, Arman Husic, Cathy Hou, Chloe He, Kaitlyn Dunlap, Dennis P. Wall
2022	J	`jnl`	MLPro: A System for Hosting Crowdsourced Machine Learning Challenges for Open-Ended Research Problems. CoRR Peter Washington, Aayush Nandkeolyar, Sam Yang
2022	—	`conf`	TikTok for good: Creating a diverse emotion expression database. CVPR Workshops Saimourya Surabhi, Bhavik Shah, Peter Washington, Onur Cezmi Mutlu, Émilie Leblanc, Prathamesh Mohite, Arman Husic, Aaron Kline, Kaitlyn Dunlap, Maya McNealis, Bennett Liu, Nick Deveaux, Essam Sleiman, Dennis P. Wall
2021	J	`jnl`	A Mobile Game Platform for Improving Social Communication in Children with Autism: A Feasibility Study. Appl. Clin. Inform. Yordan Penev, Kaitlyn Dunlap, Arman Husic, Cathy Hou, Peter Washington, Émilie Leblanc, Aaron Kline, John Kent, Anthony Ng-Thow-Hing, Bennett Liu, Christopher Harjadi, Meagan Tsou, Manisha Desai, Dennis P. Wall
2021	J	`jnl`	A maximum flow-based network approach for identification of stable noncoding biomarkers associated with the multigenic neurological condition, autism. BioData Min. Maya Varma, Kelley M. Paskov, Brianna Sierra Chrisman, Min Woo Sun, Jae-Yoon Jung, Nate Tyler Stockham, Peter Washington, Dennis P. Wall
2021	Misc	`conf`	Achieving Trustworthy Biomedical Data Solutions. PSB Peter Washington, Serena Yeung, Bethany Percha, Nicholas P. Tatonetti, Jan T. Liphardt, Dennis P. Wall
2021	J	`jnl`	Activity Recognition for Autism Diagnosis. CoRR Anish Lakkapragada, Peter Washington, Dennis P. Wall
2021	—	`conf`	Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging. CHI Extended Abstracts Peter Washington, Aaron Kline, Onur Cezmi Mutlu, Émilie Leblanc, Cathy Hou, Nate Tyler Stockham, Kelley M. Paskov, Brianna Sierra Chrisman, Dennis P. Wall
2021	J	`jnl`	Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging. CoRR Peter Washington, Aaron Kline, Onur Cezmi Mutlu, Émilie Leblanc, Cathy Hou, Nate Tyler Stockham, Kelley M. Paskov, Brianna Sierra Chrisman, Dennis P. Wall
2021	J	`jnl`	Estimating sequencing error rates using families. BioData Min. Kelley M. Paskov, Jae-Yoon Jung, Brianna Sierra Chrisman, Nate Tyler Stockham, Peter Washington, Maya Varma, Min Woo Sun, Dennis P. Wall
2021	J	`jnl`	Improved detection of disease-associated gut microbes using 16S sequence-based biomarkers. BMC Bioinform. Brianna Sierra Chrisman, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Maya Varma, Peter Washington, Christine A. Tataru, Shoko Iwai, Todd Z. DeSantis, Maude M. David, Dennis P. Wall
2021	J	`jnl`	Indels in SARS-CoV-2 occur at template-switching hotspots. BioData Min. Brianna Sierra Chrisman, Kelley M. Paskov, Nate Tyler Stockham, Kevin Tabatabaei, Jae-Yoon Jung, Peter Washington, Maya Varma, Min Woo Sun, Sepideh Maleki, Dennis P. Wall
2021	Misc	`conf`	Selection of trustworthy crowd workers for telemedical diagnosis of pediatric autism spectrum disorder. PSB Peter Washington, Émilie Leblanc, Kaitlyn Dunlap, Yordan Penev, Maya Varma, Jae-Yoon Jung, Brianna Sierra Chrisman, Min Woo Sun, Nate Tyler Stockham, Kelley Marie Paskov, Haik Kalantarian, Catalin Voss, Nick Haber, Dennis P. Wall
2021	J	`jnl`	Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels. Cogn. Comput. Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Émilie Leblanc, Cathy Hou, Cezmi Mutlu, Kaitlyn Dunlap, Yordan Penev, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley Marie Paskov, Jae-Yoon Jung, Catalin Voss, Nick Haber, Dennis P. Wall
2021	J	`jnl`	Training and Profiling a Pediatric Emotion Recognition Classifier on Mobile Devices. CoRR Agnik Banerjee, Peter Washington, Cezmi Mutlu, Aaron Kline, Dennis P. Wall
2021	J	`jnl`	Using Crowdsourcing to Train Facial Emotion Machine Learning Models with Ambiguous Labels. CoRR Peter Washington, Onur Cezmi Mutlu, Émilie Leblanc, Aaron Kline, Cathy Hou, Brianna Sierra Chrisman, Nate Tyler Stockham, Kelley M. Paskov, Catalin Voss, Nick Haber, Dennis P. Wall
2020	J	`jnl`	A Mobile Game for Automatic Emotion-Labeling of Images. IEEE Trans. Games Haik Kalantarian, Khaled Jedoui, Peter Washington, Dennis P. Wall
2020	J	`jnl`	A Wearable Social Interaction Aid for Children with Autism. CoRR Nick Haber, Catalin Voss, Jena Daniels, Peter Washington, Azar Fazel, Aaron Kline, Titas De, Terry Winograd, Carl Feinstein, Dennis P. Wall
2020	J	`jnl`	Designing a Holistic At-Home Learning Aid for Autism. CoRR Catalin Voss, Nick Haber, Peter Washington, Aaron Kline, Beth McCarthy, Jena Daniels, Azar Fazel, Titas De, Carl Feinstein, Terry Winograd, Dennis P. Wall
2020	Misc	`conf`	Feature Selection and Dimension Reduction of Social Autism Data. PSB Peter Washington, Kelley Marie Paskov, Haik Kalantarian, Nate Tyler Stockham, Catalin Voss, Aaron Kline, Ritik Patnaik, Brianna Sierra Chrisman, Maya Varma, Qandeel Tariq, Kaitlyn Dunlap, Jessey N. Schwartz, Nick Haber, Dennis P. Wall
2020	J	`jnl`	Superpower Glass: Delivering Unobtrusive Real-time Social Cues in Wearable Systems. CoRR Catalin Voss, Peter Washington, Nick Haber, Aaron Kline, Jena Daniels, Azar Fazel, Titas De, Beth McCarthy, Carl Feinstein, Terry Winograd, Dennis P. Wall
2020	J	`jnl`	Training an Emotion Detection Classifier using Frames from a Mobile Therapeutic Game for Children with Developmental Disorders. CoRR Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Émilie Leblanc, Cathy Hou, Cezmi Mutlu, Kaitlyn Dunlap, Yordan Penev, Maya Varma, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley M. Paskov, Min Woo Sun, Jae-Yoon Jung, Catalin Voss, Nick Haber, Dennis P. Wall
2019	J	`jnl`	Guess What? J. Heal. Informatics Res. Haik Kalantarian, Peter Washington, Jessey N. Schwartz, Jena Daniels, Nick Haber, Dennis P. Wall
2019	J	`jnl`	Labeling images with facial emotion and the potential for pediatric healthcare. Artif. Intell. Medicine Haik Kalantarian, Khaled Jedoui, Peter Washington, Qandeel Tariq, Kaiti Dunlap, Jessey N. Schwartz, Dennis P. Wall
2019	J	`jnl`	Superpower Glass. GetMobile Mob. Comput. Commun. Aaron Kline, Catalin Voss, Peter Washington, Nick Haber, Jessey N. Schwartz, Qandeel Tariq, Terry Winograd, Carl Feinstein, Dennis P. Wall
2018	—	`conf`	A Gamified Mobile System for Crowdsourcing Video for Autism Research. ICHI Haik Kalantarian, Peter Washington, Jessey N. Schwartz, Jena Daniels, Nick Haber, Dennis P. Wall
2018	—	`conf`	Affordances of Digital, Textile and Living Media for Designing and Learning Biology in K-12 Education. ICLS Yasmin B. Kafai, Mike S. Horn, Joshua A. Danish, Megan Humburg, Xintian Tu, Bria Davis, Chris Georgen, Noel Enyedy, Paulo Blikstein, Tamara L. Clegg, Virginia L. Byrne, Leyla Norooz, Seokbin Kang, Jon Froehlich, Justice Toshiba Walker, Debora Lui, Emma Anderson, Engin Bumbacher, Peter Washington, Ingmar H. Riedel-Kruse
2018	—	`conf`	Analysis of Sex and Recurrence Ratios in Simplex and Multiplex Autism Spectrum Disorder Implicates Sex-Specific Alleles as Inheritance Mechanism. BIBM Brianna Sierra Chrisman, Maya Varma, Peter Washington, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Dennis P. Wall
2018	J	`jnl`	Exploratory study examining the at-home feasibility of a wearable tool for social-affective learning in children with autism. npj Digit. Medicine Jena Daniels, Jessey N. Schwartz, Catalin Voss, Nick Haber, Azar Fazel, Aaron Kline, Peter Washington, Carl Feinstein, Terry Winograd, Dennis P. Wall
2018	J	`jnl`	Feasibility Testing of a Wearable Behavioral Aid for Social Learning in Children with Autism. Appl. Clin. Inform. Jena Daniels, Nick Haber, Catalin Voss, Jessey N. Schwartz, Serena Tamura, Azar Fazel, Aaron Kline, Peter Washington, Jennifer Phillips, Terry Winograd, Carl Feinstein, Dennis P. Wall
2018	—	`conf`	Prototyping Biotic Games and Interactive Experiments with JavaScript. CHI Extended Abstracts Peter Washington, Karina G. Samuel-Gama, Shirish Goyal, Ashwin Ramaswami, Ingmar H. Riedel-Kruse
2017	—	`conf`	Human Perception of Swarm Robot Motion. CHI Extended Abstracts Griffin Dietz, Jane L. E, Peter Washington, Lawrence H. Kim, Sean Follmer
2017	J	`jnl`	SuperpowerGlass: A Wearable Aid for the At-Home Therapy of Children with Autism. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Peter Washington, Catalin Voss, Aaron Kline, Nick Haber, Jena Daniels, Azar Fazel, Titas De, Carl Feinstein, Terry Winograd, Dennis P. Wall
2016	—	`conf`	A Wearable Social Interaction Aid for Children with Autism. CHI Extended Abstracts Peter Washington, Catalin Voss, Nick Haber, Serena Tanaka, Jena Daniels, Carl Feinstein, Terry Winograd, Dennis P. Wall
2016	—	`conf`	Superpower glass: delivering unobtrusive real-time social cues in wearable systems. UbiComp Adjunct Catalin Voss, Peter Washington, Nick Haber, Aaron Kline, Jena Daniels, Azar Fazel, Titas De, Beth McCarthy, Carl Feinstein, Terry Winograd, Dennis P. Wall
2015	C	`conf`	ScaleMed: A methodology for iterative mHealth clinical trials. HealthCom Peter Washington, Mayank Kumar, Anant Tibrewal, Ashutosh Sabharwal
2013	J	`jnl`	The wireless data drain of users, apps, & platforms. ACM SIGMOBILE Mob. Comput. Commun. Rev. Ardalan Amiri Sani, Zhiyong Tan, Peter Washington, Mira Chen, Sharad Agarwal, Lin Zhong, Ming Zhang