Dennis P. Wall

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 53

Top Topics

Temporal Consistency

Candidate Genes

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Anish Lakkapragada, Essam Sleiman, Saimourya Surabhi, Dennis P. Wall
Mitigating Negative Transfer in Multi-Task Learning with Exponential Moving Average Loss Weighting Strategies (Student Abstract). AAAI (2023)
Onur Cezmi Mutlu, Mohammadmahdi Honarmand, Saimourya Surabhi, Dennis P. Wall
TempT: Temporal consistency for Test-time adaptation. CVPR Workshops (2023)
Onur Cezmi Mutlu, Mohammadmahdi Honarmand, Saimourya Surabhi, Dennis P. Wall
TempT: Temporal consistency for Test-time adaptation. CoRR (2023)
Peter Washington, Dennis P. Wall
A Review of and Roadmap for Data Science and Machine Learning for the Neuropsychiatric Phenotype of Autism. CoRR (2023)
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
An Exploration of Active Learning for Affective Digital Phenotyping. CoRR (2022)
Peter Washington, Onur Cezmi Mutlu, Aaron Kline, Kelley M. Paskov, Nate Tyler Stockham, Brianna Sierra Chrisman, Nick Deveau, Mourya Surhabi, Nick Haber, Dennis P. Wall
Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images. CoRR (2022)
Sepideh Maleki, Donya Saless, Dennis P. Wall, Keshav Pingali
HyperNetVec: Fast and Scalable Hierarchical Embedding for Hypergraphs. NetSci-X (2022)
Jonathan T. Megerian, Sangeeta Dey, Raun D. Melmed, Daniel L. Coury, Marc Lerner, Christopher J. Nicholls, Kristin Sohl, Rambod Rouhbakhsh, Anandhi Narasimhan, Jonathan Romain, Sailaja Golla, Safiullah Shareef, Andrey Ostrovsky, Jennifer Shannon, Colleen Kraft, Stuart Liu-Mayo, Halim Abbas, Diana E. Gal-Szabo, Dennis P. Wall, Sharief Taraman
Evaluation of an artificial intelligence-based medical device for diagnosis of autism spectrum disorder. npj Digit. Medicine 5 (2022)
Saimourva Surabhi, Bhavik Shah, Peter Washington, Onur Cezmi Mutlu, Emilie Leblanc, Prathamesh Mohite, Arman Husic, Aaron Kline, Kaitlyn Dunlap, Maya McNealis, Bennett Liu, Nick Deveaux, Essam Sleiman, Dennis P. Wall
TikTok for good: Creating a diverse emotion expression database. CVPR Workshops (2022)
Anish Lakkapragada, Essam Sleiman, Saimourya Surabhi, Dennis P. Wall
Mitigating Negative Transfer in Multi-Task Learning with Exponential Moving Average Loss Weighting Strategies. CoRR (2022)
Samaher Radwan, Aaron Kline, Alejandro Galindo, Michael C. Frank, Dennis P. Wall, Nick Haber
Measuring social curiosity-driven attentional differences in children with autism using an augmented reality-based phone app. CogSci (2022)
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
Selection of trustworthy crowd workers for telemedical diagnosis of pediatric autism spectrum disorder. PSB (2021)
Peter Washington, Aaron Kline, Onur Cezmi Mutlu, Émilie Leblanc, Cathy Hou, Nate Tyler Stockham, Kelley M. Paskov, Brianna Sierra Chrisman, Dennis P. Wall
Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging. CHI Extended Abstracts (2021)
Peter Washington, Aaron Kline, Onur Cezmi Mutlu, Émilie Leblanc, Cathy Hou, Nate Tyler Stockham, Kelley M. Paskov, Brianna Sierra Chrisman, Dennis P. Wall
Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging. CoRR (2021)
Anish Lakkapragada, Peter Washington, Dennis P. Wall
Activity Recognition for Autism Diagnosis. CoRR (2021)
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
Improved detection of disease-associated gut microbes using 16S sequence-based biomarkers. BMC Bioinform. 22 (1) (2021)
Carly A. Bobak, Marek Svoboda, Kristine A. Giffin, Dennis P. Wall, Jason H. Moore
Raising the stakeholders: Improving patient outcomes through interprofessional collaborations in AI for healthcare. PSB (2021)
Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Emilie 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
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels. Cogn. Comput. 13 (5) (2021)
Sepideh Maleki, Dennis P. Wall, Keshav Pingali
NetVec: A Scalable Hypergraph Embedding System. CoRR (2021)
Kelley M. Paskov, Jae-Yoon Jung, Brianna Sierra Chrisman, Nate Tyler Stockham, Peter Washington, Maya Varma, Min Woo Sun, Dennis P. Wall
Estimating sequencing error rates using families. BioData Min. 14 (1) (2021)
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
Using Crowdsourcing to Train Facial Emotion Machine Learning Models with Ambiguous Labels. CoRR (2021)
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
Indels in SARS-CoV-2 occur at template-switching hotspots. BioData Min. 14 (1) (2021)
Agnik Banerjee, Peter Washington, Cezmi Mutlu, Aaron Kline, Dennis P. Wall
Training and Profiling a Pediatric Emotion Recognition Classifier on Mobile Devices. CoRR (2021)
Peter Washington, Serena Yeung, Bethany Percha, Nicholas P. Tatonetti, Jan T. Liphardt, Dennis P. Wall
Achieving Trustworthy Biomedical Data Solutions. PSB (2021)
Yordan Penev, Kaitlyn Dunlap, Arman Husic, Cathy Hou, Peter Washington, Emilie Leblanc, Aaron Kline, John Kent, Anthony Ng-Thow-Hing, Bennett Liu, Christopher Harjadi, Meagan Tsou, Manisha Desai, Dennis P. Wall
A Mobile Game Platform for Improving Social Communication in Children with Autism: A Feasibility Study. Appl. Clin. Inform. 12 (5) (2021)
Maya Varma, Kelley M. Paskov, Brianna Sierra Chrisman, Min Woo Sun, Jae-Yoon Jung, Nate Tyler Stockham, Peter Washington, Dennis P. Wall
A maximum flow-based network approach for identification of stable noncoding biomarkers associated with the multigenic neurological condition, autism. BioData Min. 14 (1) (2021)
Min Woo Sun, Stefano Moretti, Kelley M. Paskov, Nate Tyler Stockham, Maya Varma, Brianna Sierra Chrisman, Peter Yigitcan Washington, Jae-Yoon Jung, Dennis P. Wall
Game theoretic centrality: a novel approach to prioritize disease candidate genes by combining biological networks with the Shapley value. BMC Bioinform. 21 (1) (2020)
Catalin Voss, Peter Washington, Nick Haber, Aaron Kline, Jena Daniels, Azar Fazel, Titas De, Beth McCarthy, Carl Feinstein, Terry Winograd, Dennis P. Wall
Superpower Glass: Delivering Unobtrusive Real-time Social Cues in Wearable Systems. CoRR (2020)
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 Schwartz, Nick Haber, Dennis P. Wall
Feature Selection and Dimension Reduction of Social Autism Data. PSB (2020)
Catalin Voss, Nick Haber, Peter Washington, Aaron Kline, Beth McCarthy, Jena Daniels, Azar Fazel, Titas De, Carl Feinstein, Terry Winograd, Dennis P. Wall
Designing a Holistic At-Home Learning Aid for Autism. CoRR (2020)
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
Training an Emotion Detection Classifier using Frames from a Mobile Therapeutic Game for Children with Developmental Disorders. CoRR (2020)
Nick Haber, Catalin Voss, Jena Daniels, Peter Washington, Azar Fazel, Aaron Kline, Titas De, Terry Winograd, Carl Feinstein, Dennis P. Wall
A Wearable Social Interaction Aid for Children with Autism. CoRR (2020)
Haik Kalantarian, Khaled Jedoui, Peter Washington, Dennis P. Wall
A Mobile Game for Automatic Emotion-Labeling of Images. IEEE Trans. Games 12 (2) (2020)
Aaron Kline, Catalin Voss, Peter Washington, Nick Haber, Jessey Schwartz, Qandeel Tariq, Terry Winograd, Carl Feinstein, Dennis P. Wall
Superpower Glass. GetMobile Mob. Comput. Commun. 23 (2) (2019)
Haik Kalantarian, Khaled Jedoui, Peter Washington, Qandeel Tariq, Kaiti Dunlap, Jessey Schwartz, Dennis P. Wall
Labeling images with facial emotion and the potential for pediatric healthcare. Artif. Intell. Medicine 98 (2019)
Haik Kalantarian, Peter Washington, Jessey Schwartz, Jena Daniels, Nick Haber, Dennis P. Wall
Guess What? J. Heal. Informatics Res. 3 (1) (2019)
Halim Abbas, Ford Garberson, Eric Glover, Dennis P. Wall
Machine learning approach for early detection of autism by combining questionnaire and home video screening. J. Am. Medical Informatics Assoc. 25 (8) (2018)
Brianna Sierra Chrisman, Maya Varma, Peter Washington, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Dennis P. Wall
Analysis of Sex and Recurrence Ratios in Simplex and Multiplex Autism Spectrum Disorder Implicates Sex-Specific Alleles as Inheritance Mechanism. BIBM (2018)
Jena Daniels, Nick Haber, Catalin Voss, Jessey Schwartz, Serena Tamura, Azar Fazel, Aaron Kline, Peter Washington, Jennifer Phillips, Terry Winograd, Carl Feinstein, Dennis P. Wall
Feasibility Testing of a Wearable Behavioral Aid for Social Learning in Children with Autism. Appl. Clin. Inform. 9 (01) (2018)
Anika Gupta, Min Woo Sun, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Dennis P. Wall
Coalitional game theory as a promising approach to identify candidate autism genes. PSB (2018)
Jena Daniels, Jessey N. Schwartz, Catalin Voss, Nick Haber, Azar Fazel, Aaron Kline, Peter Washington, Carl Feinstein, Terry Winograd, Dennis P. Wall
Exploratory study examining the at-home feasibility of a wearable tool for social-affective learning in children with autism. npj Digit. Medicine 1 (2018)
Haik Kalantarian, Peter Washington, Jessey Schwartz, Jena Daniels, Nick Haber, Dennis P. Wall
A Gamified Mobile System for Crowdsourcing Video for Autism Research. ICHI (2018)
Halim Abbas, Ford Garberson, Eric Glover, Dennis P. Wall
Machine learning for early detection of autism (and other conditions) using a parental questionnaire and home video screening. IEEE BigData (2017)
Peter Washington, Catalin Voss, Aaron Kline, Nick Haber, Jena Daniels, Azar Fazel, Titas De, Carl Feinstein, Terry Winograd, Dennis P. Wall
SuperpowerGlass: A Wearable Aid for the At-Home Therapy of Children with Autism. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Hatem Elshazly, Yassine Souilmi, Peter J. Tonellato, Dennis P. Wall, Mohamed Abouelhoda
MC-GenomeKey: a multicloud system for the detection and annotation of genomic variants. BMC Bioinform. 18 (1) (2017)
Halim Abbas, Ford Garberson, Eric Glover, Dennis P. Wall
Machine learning approach for early detection of autism by combining questionnaire and home video screening. CoRR (2017)
Guhan Ram Venkataraman, Chloe O'Connell, Fumiko Egawa, Dorna Kashef Haghighi, Dennis P. Wall
De Novo Mutations in Autism Implicate the Synaptic Elimination Network. PSB (2017)
Nick Haber, Catalin Voss, Azar Fazel, Terry Winograd, Dennis P. Wall
A practical approach to real-time neutral feature subtraction for facial expression recognition. WACV (2016)
Rajiv B. Kumar, Nira D. Goren, David E. Stark, Dennis P. Wall, Christopher Longhurst
Automated integration of continuous glucose monitor data in the electronic health record using consumer technology. J. Am. Medical Informatics Assoc. 23 (3) (2016)
Rafael A. Calvo, Nick Haber, Catalin Voss, Michael Nova, Dennis Salins, Michael Snyder, Dennis P. Wall
Invited Talks at the AAAI Symposium on Well-Being Computing. AAAI Spring Symposia (2016)
Rajiv B. Kumar, Christopher Longhurst, Dennis P. Wall, David E. Stark
The Quantified Brain: A Framework for Mobile Device-Based Assessment of Behavior and Neurological Function. Appl. Clin. Inform. 7 (02) (2016)
Catalin Voss, Peter Washington, Nick Haber, Aaron Kline, Jena Daniels, Azar Fazel, Titas De, Beth McCarthy, Carl Feinstein, Terry Winograd, Dennis P. Wall
Superpower glass: delivering unobtrusive real-time social cues in wearable systems. UbiComp Adjunct (2016)
Peter Washington, Catalin Voss, Nick Haber, Serena Tanaka, Jena Daniels, Carl Feinstein, Terry Winograd, Dennis P. Wall
A Wearable Social Interaction Aid for Children with Autism. CHI Extended Abstracts (2016)
Vanessa V. Sochat, Maude David, Dennis P. Wall
Translational Meta-analytical Methods to Localize the Regulatory Patterns of Neurological Disorders in the Human Brain. AMIA (2015)
Molly A. Hall, Shefali S. Verma, Dennis P. Wall, Jason H. Moore, Brendan Keating, Daniel B. Campbell, Gregory Gibson, Folkert W. Asselbergs, Sarah A. Pendergrass
Session Introduction. Pacific Symposium on Biocomputing (2015)
Yassine Souilmi, Jae-Yoon Jung, Alex Lancaster, Erik Gafni, Saaid Amzazi, Hassan Ghazal, Dennis P. Wall, Peter J. Tonellato
COSMOS: cloud enabled NGS analysis. BMC Bioinform. 16 (S-2) (2015)
Erik Gafni, Lovelace J. Luquette, Alex Lancaster, Jared B. Hawkins, Jae-Yoon Jung, Yassine Souilmi, Dennis P. Wall, Peter J. Tonellato
COSMOS: Python library for massively parallel workflows. Bioinform. 30 (20) (2014)
Jae-Yoon Jung, Todd F. DeLuca, Tristan H. Nelson, Dennis P. Wall
A literature search tool for intelligent extraction of disease-associated genes. J. Am. Medical Informatics Assoc. 21 (3) (2014)
Mohamed El-Kalioby, Mohamed Abouelhoda, Jan Krüger, Robert Giegerich, Alexander Sczyrba, Dennis P. Wall, Peter J. Tonellato
Personalized cloud-based bioinformatics services for research and education: use cases and the elasticHPC package. BMC Bioinform. 13 (S-17) (2012)
Todd F. DeLuca, Jike Cui, Jae-Yoon Jung, Kristian Che St. Gabriel, Dennis P. Wall
Roundup 2.0: enabling comparative genomics for over 1800 genomes. Bioinform. 28 (5) (2012)
Joaquín Goñi, Gonzalo Arrondo, Jorge Sepulcre, Iñigo Martincorena, Nieves Vélez de Mendizábal, Bernat Corominas-Murtra, Bartolomé Bejarano, Sergio Ardanza-Trevijano, Herminia Peraita, Dennis P. Wall, Pablo Villoslada
The semantic organization of the animal category: evidence from semantic verbal fluency and network theory. Cogn. Process. 12 (2) (2011)
Jike Cui, Todd F. DeLuca, Jae-Yoon Jung, Dennis P. Wall
Phylogenetically informed logic relationships improve detection of biological network organization. BMC Bioinform. 12 (2011)
Jike Cui, Todd F. DeLuca, Jae-Yoon Jung, Dennis P. Wall
Detecting biological network organization and functional gene orthologs. Bioinform. 27 (20) (2011)
Vincent A. Fusaro, Prasad Patil, Erik Gafni, Dennis P. Wall, Peter J. Tonellato
Biomedical Cloud Computing With Amazon Web Services. PLoS Comput. Biol. 7 (8) (2011)
Dennis P. Wall, Parul Kudtarkar, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato
Cloud computing for comparative genomics. BMC Bioinform. 11 (2010)
Carlos Cano, Thomas Monaghan, Armando Blanco, Dennis P. Wall, Leonid Peshkin
Collaborative text-annotation resource for disease-centered relation extraction from biomedical text. J. Biomed. Informatics 42 (5) (2009)
Todd F. DeLuca, I-Hsien Wu, Jian Pu, Thomas Monaghan, Leonid Peshkin, Saurav Singh, Dennis P. Wall
Roundup: a multi-genome repository of orthologs and evolutionary distances. Bioinform. 22 (16) (2006)