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

Author

Fawad Taj

h-index 13 View on Semantic Scholar

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Review 2026

Insomnia phenotypes and neurocognitive biomarkers.

This chapter develops a phenotype-informed framework for insomnia that distinguishes descriptive clinical presentations from underlying mechanistic dimensions and measurable biomarker domains, and examines electrophysiological and sleep microstructure markers as emerging indicators of sleep depth and state instability.

Mansoor Ahmed, Fawad Taj, Mohammad Nami · 0 citations

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