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Wearable-Based Clustering Demonstrates Improvement in ADHD Prediction on an Early Adolescent Cohort: An ABCD Study
Abstract   Peer reviewed

Wearable-Based Clustering Demonstrates Improvement in ADHD Prediction on an Early Adolescent Cohort: An ABCD Study

Siddhartha Peri, Iliyan Ivanov and Muhammad Parvaz
Biological psychiatry (1969), v 99(10), pp S128-S128
15 May 2026

Abstract

Sleep dysregulation has consistently been linked to ADHD, yet it remains unclear whether these alterations reflect a general feature of ADHD or characterize a specific subgroup. In this study, we used ABCD Study data to examine patterns of wake/sleep and heart rate variability (HRV) and identified physiologically distinct ADHD subgroups.

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