Circadian Derived Features for Early Discrimination Across Insomnia Severity Levels: At Least 8 Weeks of Monitoring Are Needed for Clinically Meaningful Assessment

arXiv:2609.28252 · q-bio.QM · Submitted 2026-09-23 · Read on arXiv

q-bio.QM

Submitted: 2026-09-23

Updated: 2026-09-23

Terminology

• Activity Count — 21× in this paper
• AUROC — 13× in this paper · explained in 2 episodes
• Insomnia Severity Index — 9× in this paper
• AUC — 5× in this paper · explained in 2 episodes
• Accuracy — 3× in this paper · explained in 1 episode
• Feature Extraction — 2× in this paper · explained in 2 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Longitudinal Data — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes

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