helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction
What role does behavioral continuity information play in improving cross-dataset performance of depression detection models?Health, Healthcare, and Wellbeing / Passive Sensing, Behavior Modeling, and Mental State Prediction
What role does behavioral continuity information play in improving cross-dataset performance of depression detection models?
Similar questions
helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction
Can smart rings detect perimenopausal depression early by monitoring physiological indicators?UbiComp '24Smart Rings for Early Detection of Peri-menopausal Depression: A Research Protocol
helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction
Which physiological changes are most strongly associated with perimenopausal depression symptoms and can smart rings capture them?UbiComp '24Smart Rings for Early Detection of Peri-menopausal Depression: A Research Protocol
helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction
What are participants' experiences and improvement suggestions for using smart rings for perimenopausal depression detection?UbiComp '24Smart Rings for Early Detection of Peri-menopausal Depression: A Research Protocol
helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction
Can weekly mental health prediction models support users' long-term planning more effectively than short-term predictions?UbiComp '24A Long-Term Perspective on Planning the Future: The Effectiveness of Weekly Mental Health Prediction
helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction
How can new mental health metrics (e.g., 'psychological debt') enhance user understanding of behavior-future mental state relationships?UbiComp '24A Long-Term Perspective on Planning the Future: The Effectiveness of Weekly Mental Health Prediction
helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction
Are users more willing to proactively plan work and leisure in systems based on mental health predictions?UbiComp '24A Long-Term Perspective on Planning the Future: The Effectiveness of Weekly Mental Health Prediction
Related papers
CHI 2024
MoodCapture: Depression Detection using In-the-Wild Smartphone Images
Subigya Nepal, Arvind Pillai, Weichen Wang
UbiComp 2023
GLOBEM: Cross-Dataset Generalization of Longitudinal Human Behavior Modeling
Xuhai Xu, Xin Liu, Han Zhang
CHI 2023
Smartphone-derived Virtual Keyboard Dynamics Coupled with Accelerometer Data as a Window into Understanding Brain Health
Emma Ning, Andrea T. Cladek, Mindy K. Ross
CHI 2022
EmoGlass: an End-to-End AI-Enabled Wearable Platform for Enhancing Self-Awareness of Emotional Health
Zihan Yan, Yufei Wu, Yang Zhang
CHI 2022
Semantic Gap in Predicting Mental Wellbeing through Passive Sensing
Vedant Das Swain, Victor Chen, Shrija Mishra