AIMC Topic: Work Schedule Tolerance
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Exploring predictors of insomnia severity in shift workers using machine learning model.
Frontiers in public health
Mar 14, 2025
INTRODUCTION: Insomnia in shift workers has distinctive features due to circadian rhythm disruption caused by reversed or unstable sleep-wake cycle work schedules. While previous studies have primarily focused on a limited number of predictors for in...
An Evaluation of Sleepiness, Performance, and Workload Among Operators During a Real-Time Reactive Telerobotic Lunar Mission Simulation.
Human factors
Dec 5, 2021
OBJECTIVE: We assessed operator performance during a real-time reactive telerobotic lunar mission simulation to understand how daytime versus nighttime operations might affect sleepiness, performance, and workload.
Generalizability of A Neural Network Model for Circadian Phase Prediction in Real-World Conditions.
Scientific reports
Jul 29, 2019
A neural network model was previously developed to predict melatonin rhythms accurately from blue light and skin temperature recordings in individuals on a fixed sleep schedule. This study aimed to test the generalizability of the model to other slee...
Expert system application for prioritizing preventive actions for shift work: shift expert.
International journal of occupational safety and ergonomics : JOSE
Sep 19, 2017
INTRODUCTION: Shift patterns, work hours, work arrangements and worker motivations have increasingly become key factors for job performance. The main objective of this article is to design an expert system that identifies the negative effects of shif...
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