Introduction: Actigraphy has gained popularity as an objective method for measuring sleep in a home setting. We evaluated whether missing data affects the utility of actigraphy for the measurement of sleep parameters in normal sleepers.
Methods: We evaluated actigraphy data from 60 normal sleepers who participated in a study of the effects of changes in setting on sleep. Participants were asked to wear a Mini Mitter Actiwatch actigraph for 35 days and to use event markers to record bedtime and arising time. Counts of nights on which participants failed to supply usable data were computed using the following criteria: missing nights, missing bedtime markers, missing arising time markers, and multiple markers supplied at bedtime or arising time. A night on which any of these problems occurred was counted as unscorable.
Results: We evaluated a total of 2,100 nights, of which 559 (27%) nights were deemed unscorable due to missing data. Missing markers at bedtime (206) and arising time (172) accounted for the majority of missing data. Trends over the five weeks indicated that incidence of missing data increased over the assessment period.
Conclusion: We found that missing data was a significant problem for long-term assessment of sleep using actigraphy. We suggest that researchers consider compensatory strategies, such as extending the assessment period and using adjunctive measures, in order to obtain sufficient data for analysis. We also recommend that future improvements in actigraphy instruments should aim to address the sources of missing data.
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http://dx.doi.org/10.1080/15402002.2012.688779 | DOI Listing |
J Clin Transl Endocrinol
March 2025
Department of Ultrasound, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, PR China.
Objectives: This study aimed to evaluate the diagnostic performance for medullary thyroid cancer (MTC) based on the 2017 Thyroid Imaging Reporting and Data System by the American College of Radiology (ACR TI-RADS) guideline, and the ability to recommend fine needle aspiration (FNA) for MTC.
Methods: Fifty-six MTCs were included, and 168 benign thyroid nodules (BTNs) and 168 papillary thyroid nodules (PTCs) were matched according to age. Ultrasound (US) features were reviewed according to ACR TI-RADS.
Cureus
December 2024
Department of Radiation Oncology, Cantonal Hospital Winterthur, Winterthur, CHE.
Introduction The application of natural language processing (NLP) for extracting data from biomedical research has gained momentum with the advent of large language models (LLMs). However, the effect of different LLM parameters, such as temperature settings, on biomedical text mining remains underexplored and a consensus on what settings can be considered "safe" is missing. This study evaluates the impact of temperature settings on LLM performance for a named entity recognition and a classification task in clinical trial publications.
View Article and Find Full Text PDFJ Venom Anim Toxins Incl Trop Dis
December 2024
Department of Tropical Medicine, Medical Microbiology and Pharmacology, John A. Burns School of Medicine, University of Hawai'i at Mānoa, Honolulu, Hawaii, United States.
Envenomation by aquatic species is an under-investigated source of human morbidity and mortality. Increasing population density along marine and freshwater coastlines increases these incidents. Specific occupational groups - including commercial fishery workers, fisherfolk, marine tourism workers, and researchers - rely on aquatic resources for their livelihood.
View Article and Find Full Text PDFIJID Reg
March 2025
African Field Epidemiology Network, Kampala, Uganda.
Objectives: Vaccination is a critical public health intervention that significantly reduces morbidity and mortality from vaccine-preventable diseases. Despite the proven benefits of vaccines, missed opportunities for vaccination (MOVs) remain a significant challenge in many low-income countries, including Somalia. This study aimed to determine the prevalence and identify the factors contributing to MOVs in Mogadishu, Somalia.
View Article and Find Full Text PDFBMC Psychol
January 2025
Doud Research Group, Khartoum, Sudan.
Introduction: Mental health is crucial for overcoming obstacles, completing tasks, and contributing to society. Mental, social, and cognitive healths are included. In demanding fields like medicine, academic pressure can cause exhaustion, poor performance, and behavioral changes.
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