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Geraldine Dawson

William Cleland Distinguished Professor
Psychiatry, Child & Family Mental Health & Community Psychiatry
Box 3527 DUMC, Durham, NC 27710
2608 Erwin Road, Suite 300, Duke University Med Center, Durham, NC 27705

Scholarly Works - Conferences


The Sensing, Computing, and Devices Opportunities of Computational Behavioral Phenotype: An Autism Spectrum Disorder Case Study

Conference Digest of Technical Papers IEEE International Solid State Circuits Conference · January 1, 2026 The AI revolution will come when high-quality healthcare is accessible to all. We describe steps towards this in autism screening. We developed an app displaying stimuli eliciting behaviors that allow to detect signs of autism. These are automatically dete ... Full text Cite

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

Conference UIST Adjunct 2024 Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology · October 13, 2024 The high prevalence of autism calls for accessible and scalable technology-assisted screening tools. This will aid in early detection allowing timely access to services and supports. SenseToKnow, a mobile digital phenotyping app, showed potential in elicit ... Full text Cite

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

Conference Conference on Human Factors in Computing Systems Proceedings · May 11, 2024 Autism, characterized by challenges in socialization and communication, benefits from early detection for prompt and timely intervention. Traditional autism screening questionnaires often exhibit reduced accuracy in primary care settings and significantly ... Full text Cite

6.12 Home Video Analysis of Affect and Attention at 12 Months in ASD and ADHD

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2023 Full text Cite

3.40 Eye-Tracking Biomarkers of Social Attention Are Related to Naturalistic Social Interactions in Children With ASD

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2022 Full text Cite

3.36 The Prevalence and Nature of Developmental Concerns Evident Prior to Receiving a Positive ASD Screening in Primary Care

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2022 Full text Cite

1.14 GRAPH CURVATURE AS A METHOD FOR DISCERNING ROBUSTNESS IN BRAIN NETWORKS IN ASD

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2019 Full text Cite

RELATIONSHIP BETWEEN SENSORY PROCESSING DIFFERENCES AND CLINICAL FEATURES OF CHILDREN WITH ASD

Conference JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY · October 1, 2019 Full text Link to item Cite

On Target Shift in Adversarial Domain Adaptation

Conference International Conference on Artificial Intelligence and Statistics · 2019 Cite

23.1 Autism and Beyond: Lessons From an Iphone Study of Young Children

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2018 Full text Cite

5.18 A Scalable Off-the-Shelf Framework for Measuring Children’s Direction of Attention in ASD

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2018 Full text Cite

Extracting relationships by multi-domain matching

Conference Advances in Neural Information Processing Systems · 2018 Cite

Prospective, observational cohort study of JAKE™, an autism knowledge

Conference European Neuropsychopharmacology · October 2017 Full text Cite

5.24 Associations Between Behavioral Comorbidities in Young Children With Autism Spectrum Disorder and Parenting Stress

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2017 Full text Cite

4.13 Validity of Automated Methods for Assessing Child Communication Abilities (LENA) in an Autism Clinical Trial

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2017 Full text Cite

3.31 Building Predictive Models for Autism Spectrum Disorder Based on Biosensor Data

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2017 Full text Cite

Targeting EEG/LFP synchrony with neural nets

Conference Advances in Neural Information Processing Systems · January 1, 2017 We consider the analysis of Electroencephalography (EEG) and Local Field Potential (LFP) datasets, which are "big" in terms of the size of recorded data but rarely have sufficient labels required to train complex models (e.g., conventional deep learning me ... Cite

1.23 THE UTILITY OF OBJECTIVE MEASURES OF SOCIAL COMMUNICATION DEFICITS IN YOUNG CHILDREN WITH AUTISM SPECTRUM DISORDER

Conference Journal of the American Academy of Child & Adolescent Psychiatry · October 2016 Full text Cite