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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Uzair Ahmed

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Open access Sep 2026

CrossShift: Quantifying Interpersonal Differences in Mobile Sensing for Mental Health

Mobile sensing systems for mental health leverage ubiquitous behavioral data to monitor states like stress and anxiety, enabling just-in-time interventions and context-aware care. However, the real-world scalability of these systems is severely limited by poor cross-user generalization—a challenge often attributed to i...

Pan-Yu Zhang, Minseo Park, Tomiris Ismatzoda et al. · 1 citation

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