ACTman

ACTman automates preprocessing and analysis workflows for actigraphy data to support reproducible, scalable investigation of sleep–wake patterns and circadian rhythms.

Key Features:

• Automated Preprocessing: Automates labor-intensive preprocessing steps for actigraphy data.
• Transparency and Reproducibility: Implements clearly documented processing steps and outputs to support reproducible analyses.
• Scalability: Handles large datasets and extended monitoring periods to support cohort-scale and long-duration studies.
• Customization Options: Provides moving-window functionality and period selection options to tailor analyses to specific study requirements.
• Automated Information Flow: Implements a comprehensive automated information flow to address inefficiencies in traditional actigraphy workflows.

Scientific Applications:

• Athletic Performance Studies: Facilitates analysis of sleep–wake patterns in athletes to inform training and recovery strategies.
• Clinical Research: Supports assessment of circadian rhythms and sleep disorders for diagnosis and treatment planning.
• Large-cohort and Longitudinal Studies: Enables preprocessing and analysis for studies involving large cohorts or extended data collection periods.

Methodology:

Automated preprocessing, moving-window analyses, period selection, and a comprehensive automated information flow for actigraphy data handling.