Laura E Barnes

schoolUniversity of Virginiabar_chart#2463 Global Rank

Total Papers

HCI Rank

#2463

Research Areas

Years Active

Recent Publications

Inferring Affect and Intervention Opportunities for Cancer Survivors from Digital Diaries with Context-Aware LLMs

Cancer survivors face unique mental health challenges, yet nearly half report unmet psychosocial needs. Smartphone interventions could help, but a major obstacle is knowing if, when, and how to intervene because inferring affective states with low-burden methods is hard. We test whether ultra-brief mobile diaries can…

CSCW '24CorrespondingSession 4b: Patient-Centered Care and Youth Empowerment

CommSense: A Wearable-Based Computational Framework for Evaluating Patient-Clinician Interactions

Quality patient-provider communication is critical to improve clinical care and patient outcomes. While progress has been made with communication skills training for clinicians, significant gaps exist in how to best monitor, measure, and evaluate the implementation of communication skills in the actual clinical settin…

UBICOMP '23CorrespondingHuman Pose & Activity Recognition +2

Detecting Social Contexts from Mobile Sensing Indicators in Virtual Interactions with Socially Anxious Individuals

"Mobile sensing is a ubiquitous and useful tool to make inferences about individuals' mental health based on physiology and behavior patterns. Along with sensing features directly associated with mental health, it can be valuable to detect different features of social contexts to learn about social interaction pattern…

CSCW '20CorrespondingData and Social Media for Health

A Generalized Framework for Understanding the Relationship between Social Media Discourse and Mental Health

Over 35% of the world’s population uses social media. Platforms like Facebook, Twitter, and Instagram have radically impacted the way individuals interact and communicate. These platforms facilitate both public and private communication with strangers and friends alike, providing rich insight into an individual’s pers…

CHI '18CorrespondingBrain-Computer Interface (BCI) & Neurofeedback +2

Identification of Imminent Suicide Risk Among Young Adults using Text Messages

Suicide is the second leading cause of death among young adults but the challenges of preventing suicide are significant because the signs often seem invisible. Research has shown that clinicians are not able to reliably predict when someone is at greatest risk. In this paper, we describe the design, collection, and a…

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