Geraldine Dawson

According to our database, Geraldine Dawson authored at least 15 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A conditional multi-label model to improve prediction of a rare outcome: An illustration predicting autism diagnosis.

Wei A. Huang, Matthew Engelhard, Marika Coffman, Elliot D. Hill, Qin Weng, Abby Scheer, Gary Maslow, Ricardo Henao, Geraldine Dawson, Benjamin Alan Goldstein

J. Biomed. Informatics, 2024

Digital Phenotyping based on a Mobile App Identifies Distinct and Overlapping Features in Children Diagnosed with Autism versus ADHD.

Vikram Aikat, Pradeep Raj Krishnappa Babu, Kimberly L. H. Carpenter, J. Matías Di Martino, Steven Espinosa, Naomi Davis, Lauren Franz, Marina Spanos, Geraldine Dawson, Guillermo Sapiro

Proceedings of the Adjunct Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

Large-scale Validation of a Scalable and Portable Behavioral Digital Screening Tool for Autism at Home.

Pradeep Raj Krishnappa Babu, J. Matías Di Martino, Kimberly L. H. Carpenter, Scott Compton, Naomi Davis, Brian Eichner, Steven Espinosa, Lauren Franz, Sam Perochon, Geraldine Dawson, Guillermo Sapiro

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Enhancing early autism prediction based on electronic records using clinical narratives.

Junya Chen, Matthew Engelhard, Ricardo Henao, Samuel Berchuck, Brian Eichner, Eliana M. Perrin, Guillermo Sapiro, Geraldine Dawson

J. Biomed. Informatics, August, 2023

Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder.

Pradeep Raj Krishnappa Babu, J. Matías Di Martino, Zhuoqing Chang, Sam Perochon, Kimberly L. H. Carpenter, Scott Compton, Steven Espinosa, Geraldine Dawson, Guillermo Sapiro

IEEE Trans. Affect. Comput., 2023

A tablet-based game for the assessment of visual motor skills in autistic children.

Sam Perochon, J. Matías Di Martino, Kimberly L. H. Carpenter, Scott Compton, Naomi Davis, Steven Espinosa, Lauren Franz, Amber D. Rieder, Connor Sullivan, Guillermo Sapiro, Geraldine Dawson

npj Digit. Medicine, 2023

2021

Computer Vision Analysis for Quantification of Autism Risk Behaviors.

Jordan Hashemi, Geraldine Dawson, Kimberly L. H. Carpenter, Kathleen Campbell, Qiang Qiu, Steven Espinosa, Samuel Marsan, Jeffrey P. Baker, Helen Link Egger, Guillermo Sapiro

IEEE Trans. Affect. Comput., 2021

A Scalable Off-the-Shelf Framework for Measuring Patterns of Attention in Young Children and Its Application in Autism Spectrum Disorder.

Matthieu Bovery, Geraldine Dawson, Jordan Hashemi, Guillermo Sapiro

IEEE Trans. Affect. Comput., 2021

Adversarial Factor Models for the Generation of Improved Autism Diagnostic Biomarkers.

William E. Carson IV, Dmitry Yu. Isaev, Samantha Major, Guillermo Sapiro, Geraldine Dawson, David E. Carlson

CoRR, 2021

2019

On Target Shift in Adversarial Domain Adaptation.

Yitong Li, Michael Murias, Samantha Major, Geraldine Dawson, David E. Carlson

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study.

Helen Link Egger, Geraldine Dawson, Jordan Hashemi, Kimberly L. H. Carpenter, Steven Espinosa, Kathleen Campbell, Samuel Brotkin, Jana Schaich Borg, Qiang Qiu, Mariano Tepper, Jeffrey P. Baker, Richard A. Bloomfield Jr., Guillermo Sapiro

npj Digit. Medicine, 2018

Extracting Relationships by Multi-Domain Matching.

Yitong Li, Michael Murias, Geraldine Dawson, David E. Carlson

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Targeting EEG/LFP Synchrony with Neural Nets.

Yitong Li, Michael Murias, Samantha Major, Geraldine Dawson, Kafui Dzirasa, Lawrence Carin, David E. Carlson

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study.

Jordan Hashemi, Kathleen Campbell, Kimberly L. H. Carpenter, Adrianne Harris, Qiang Qiu, Mariano Tepper, Steven Espinosa, Jana Schaich Borg, Samuel Marsan, A. Robert Calderbank, Jeffrey P. Baker, Helen Link Egger, Geraldine Dawson, Guillermo Sapiro

EAI Endorsed Trans. Scalable Inf. Syst., 2016

2011

fMRI evidence of neural abnormalities in the subcortical face processing system in ASD.

Natalia M. Kleinhans, Todd L. Richards, L. Clark Johnson, Kurt E. Weaver, Jessica Greenson, Geraldine Dawson, Elizabeth H. Aylward

NeuroImage, 2011