Author

T. Eisenlohr-Moul

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Aug 2026

Characterizing Nonlinear Heterogeneous Sleep Trajectories across the Menstrual Cycle in a Transdiagnostic Psychiatric Population.

Sleep trajectories across the menstrual cycle are heterogeneous and meaningfully coupled with psychiatric symptom patterns, which support cycle-aware sleep monitoring and suggest that cyclical sleep disruption may help identify windows of heightened psychiatric risk, motivating replication and personalized intervention...

A. Nagpal, Anna Patterson, Ashley Ross et al. · Sleep · 0 citations

Open access Aug 2026

Parsing inter-individual variability in the digital phenotype across the menstrual cycle

This work decomposes the digital phenotype dynamics into latent trajectories and uses each individual's trajectory membership as a moderator when modelling psychopathology over the same timeframe, applied in the context of mood symptom exacerbation across the menstrual cycle.

L. Knol, A. Nagpal, F. Hussain et al. · medRxiv · 0 citations