Improving and Automating Sleep Study InterpretationE. LearyA. N. OlesenR. K. Seeger-ZybokH. SrensenP. JennumE. Mignot
cognitive, and metabolic traits. Short and long sleep duration has been associated with all-cause mortality and decreased life expectancy. The results of the genetic correlation analyses in LDSC provide support for these observations and confirm that some ...
Funding sources had no role in the design of this study and did not have any role during its execution, analyses, interpretation of the data, or decision to submit results. Author information Author notes These authors contributed equally: Lu Ma, Yixin Ding Authors and Affiliations Global Health...
Note: A home sleep study is performed over multiple nights with a single interpretation is considered a single sleep study for purposes of reimbursement. Note: Repeat sleep testing (home or attended sleep studies) for persons getting replacement CPAP equipment is considered not medically necessary unl...
The overall purpose of the present study was to attain more insight in month-to-month variation of sleep duration and quality in order to improve design and interpretation of, e.g. epidemiological studies using sleep as outcome. Methods. The study design entailed monthly self-reports from 38 (...
The field of sleep research is both broad and rapidly evolving. It spans from the diagnosis of sleep-related disorders to investigations of how sleep supports memory consolidation. The study of sleep includes a variety of approaches, starting with the sole focus on the visual interpretation of pol...
. The results highlighted the contribution of poor sleep quality and sleep disturbances in predicting longitudinal school experiences-related outcomes (i.e., decreasing school engagement and performance, and increasing school-related burnout, absenteeism, and bullying). At the same time, the results ...
Role of the Funder/Sponsor: The funders had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication. Data Sharing Statement: See ...
(i.e., academic professionals, health professionals, and representatives of organizations related to the topic of study) were personally invited to be involved from research question formation to interpretation of findings. Working group involvement transpired over three 90-min structured online meetings ...
Such spindle detection results after manual inspection may cause misleading clinical interpretation for realistic diagnosis systems. For fully automated spindle detection system, either artifact and noise sources should be suppressed using an automated method like the proposed multi-stage filter or the ...