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Proportional Assist Ventilation for Minimizing the Duration of Mechanical Ventilation (the PROMIZING study): update to the statistical analysis plan for a randomized controlled trial.
Trials
December 2024
Department of Critical Care, Keenan Research Centre, St Michael's Hospital, and Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Canada.
Background: We previously published the protocol and statistical analysis plan for a randomized controlled trial of Proportional Assist Ventilation for Minimizing the Duration of Mechanical Ventilation: the PROMIZING study in Trials ( https://doi.org/10.1186/s13063-023-07163-w ).
View Article and Find Full Text PDFMulti-scale attention patching encoder network: a deployable model for continuous estimation of hand kinematics from surface electromyographic signals.
J Neuroeng Rehabil
December 2024
The School of Information Science and Technology, Dalian Maritime University, Dalian, 116026, China.
Background: Simultaneous and proportional control (SPC) based on surface electromyographic (sEMG) signals has emerged as a research hotspot in the field of human-machine interaction (HMI). However, the existing continuous motion estimation methods mostly have an average Pearson coefficient (CC) of less than 0.85, while high-precision methods suffer from the problem of long inference time (> 200 ms) and can only estimate SPC of less than 15 hand movements, which limits their applications in HMI.
View Article and Find Full Text PDFDynamical modeling of Salmonellosis in humans and dairy cattle with temperature and pH effects.
Res Vet Sci
December 2024
Botswana University of Agriculture and Natural Resources, P/Bag BR 0027, Gaborone, Botswana.
Approximately 20 million cases and 0.15 million human fatalities worldwide each year are caused by Salmonellosis. A mechanistic compartmental model based on ordinary differential equations is proposed to evaluate the effects of temperature and pH on the transmission dynamics of Salmonellosis.
View Article and Find Full Text PDFA novel fuzzy assisted sliding mode control approach for frequency regulation of wind-supported autonomous microgrid.
Sci Rep
December 2024
Department of Electrical and Electronics Engineering, SR University, Warangal, Telangana, 506371, India.
Autonomous microgrids (ATMG), with green power sources, like solar and wind, require an efficient control scheme to secure frequency stability. The weather and locationally dependent behavior of the green power sources impact the system frequency imperfectly. This paper develops an intelligent, i.
View Article and Find Full Text PDFSex differences in hypertension incidence and risk factors: a population-based cohort study in Southern Iran.
BMC Public Health
December 2024
Department of Community Medicine School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
Background: Hypertension (HTN) is a major global public health concern. This study aims to identify gender differences to inform more effective prevention strategies and targeted management approaches.
Methods: This prospective cohort study included 7,710 participants aged 40 to 70 years, with a mean follow-up duration of 5.
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