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Health, Healthcare, and Wellbeing / Depression, Anxiety, and PTSD Mental Health Support

How can multi-task learning simultaneously process intervention and control group patient data to improve prediction accuracy?

helpResearch questionDepression, Anxiety, and PTSD Mental Health Support

How can multi-task learning simultaneously process intervention and control group patient data to improve prediction accuracy?

UbiComp '22Multitask Learning for Randomized Controlled Trials: A Case Study of Predicting Depression Using Wearable Data

Similar questions

helpResearch questionDepression, Anxiety, and PTSD Mental Health Support

Can real-time sound feedback using familiar music encourage chronic musculoskeletal pain patients to overcome fear of movement and increase physical activity?

CHI '25Movement Sonification of Familiar Music to Support the Agency of People with Chronic Pain

helpResearch questionDepression, Anxiety, and PTSD Mental Health Support

Compared with traditional fixed-tone sound feedback, can personalized familiar-music sound feedback more effectively promote patient initiative and emotional connection?

CHI '25Movement Sonification of Familiar Music to Support the Agency of People with Chronic Pain

helpResearch questionDepression, Anxiety, and PTSD Mental Health Support

By dynamically adjusting familiar music playback characteristics, how do users' body movements influence pain management and meaning-making in movement experience?

CHI '25Movement Sonification of Familiar Music to Support the Agency of People with Chronic Pain

helpResearch questionDepression, Anxiety, and PTSD Mental Health Support

How effective are interactive, personalized soundscapes at alleviating anxiety?

CHI '25Sonora: Human-AI Co-Creation of 3D Audio Worlds and its Impact on Anxiety and Cognitive Load

helpResearch questionDepression, Anxiety, and PTSD Mental Health Support

Do voice-driven 3D sound environments increase users' cognitive load?

CHI '25Sonora: Human-AI Co-Creation of 3D Audio Worlds and its Impact on Anxiety and Cognitive Load

helpResearch questionDepression, Anxiety, and PTSD Mental Health Support

How can an AI system be designed for real-time generation and personalization of soundscapes?

CHI '25Sonora: Human-AI Co-Creation of 3D Audio Worlds and its Impact on Anxiety and Cognitive Load

Related papers

Movement Sonification of Familiar Music to Support the Agency of People with Chronic Pain

Kyrill Potapov, Nicolas E Gold, Temitayo Olugbade

Sonora: Human-AI Co-Creation of 3D Audio Worlds and its Impact on Anxiety and Cognitive Load

Fernanda De La Torre, Javier Hernandez, Andrew D. Wilson

Reading Between the Lines: Identifying the Linguistic Markers of Anhedonia for the Stratification of Depression

Bridianne O'Dea, Taylor A Braund, Philip J Batterham

Knowing How Long a Storm Might Last Makes it Easier to Weather: Exploring Needs and Attitudes Toward a Data-driven and Preemptive Intervention System for Bipolar Disorder

Johnna Blair, Dahlia Mukherjee, Erika F. H. Saunders