An important aspect of gene geography, the estimation of the reliability of interpolation maps, is considered. The introduced quantitative parameter, map reliability, was estimated as the probability of predicted character values in interpolated map regions. The obtained estimates characterize the statistic significance of the mapped values of the character. The estimation algorithm is based on concepts and mathematical methods of the reliability theory. The proposed approach involved the estimation of the reliability at each point of the mapped area and resulted in a new map (a reliability map) expressing the reliability of gene geographic mapping in probability terms. Approaches to estimate the reliability of mapping, as dependent on various parameters of the initial data, were proposed, a general computer-based technology was elaborated, and a standardized reliability scale was proposed. Reliability maps are considered necessary for the correct interpretation of gene geographic maps. The estimation of reliability as dependent on the number and distribution of initially tested populations was illustrated by the example of frequency maps of individual genes (HP*1, HLA*A1) and synthetic maps (100 alleles of 34 polymorphic loci) of Eastern Europe.
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Wearable Technol
November 2024
BruBotics, Vrije Universiteit Brussel, Brussels, 1050, Belgium.
Advancements in wearable robots aim to improve user motion, motor control, and overall experience by minimizing energetic cost (EC). However, EC is challenging to measure and it is typically indirectly estimated through respiratory gas analysis. This study introduces a novel EMG-based objective function that captures individuals' natural energetic expenditure during walking.
View Article and Find Full Text PDFJ Appl Stat
July 2024
Department of Mathematics, National Technical University of Athens, Athens, Greece.
In various scenarios where products and services are accompanied by warranties to ensure their reliability over a specified time, the two-parameter (shifted) exponential distribution serves as a fundamental model for time-to-event data. In modern production process, the products often come with warranties, and their quality can be manifested by the changes in the scale and origin parameters of a shifted exponential (SE) distribution. This paper introduces the Max-EWMA chart, employing maximum likelihood estimators and exponentially weighted moving average (EWMA) statistics, to jointly monitor SE distribution parameters.
View Article and Find Full Text PDFEJIFCC
December 2024
Department of Biochemistry, Srinivasan Medical College and Hospital, Dhanalakshmi Srinivasan University, Tamil Nadu, India.
Introduction: Assessing LDL cholesterol is pivotal for cardiovascular risk evaluation. While direct LDL measurement is accurate, calculated LDL methods offer practicality and cost-effectiveness. This study aims to evaluate the correlation between direct LDL measurement and various calculated LDL methods, shedding light on their clinical utility.
View Article and Find Full Text PDFImaging Neurosci (Camb)
August 2024
Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands.
Functional magnetic resonance imaging (fMRI) has emerged as an essential tool for exploring human brain function. Submillimeter fMRI, in particular, has emerged as a tool to study mesoscopic computations. The inherently low signal-to-noise ratio (SNR) at submillimeter resolutions warrants the use of denoising approaches tailored at reducing thermal noise-the dominant contributing noise component in high-resolution fMRI.
View Article and Find Full Text PDFAm J Psychiatry
January 2025
Department of Psychiatry and Addiction, Faculty of Medicine, University of Montreal, Montreal (Conrod, Seguin, Lynch); CHU Sainte-Justine Mother-Child University Hospital, Montreal (Conrod, Seguin, Masse, Spinney, Lynch); Department of Psychiatry and Department of Community Health and Epidemiology, Faculty of Medicine, and Department of Psychology and Neuroscience, Faculty of Science, Dalhousie University, Halifax, Canada (Stewart); Department of Psychology, Faculty of Arts and Science, McGill University, Montreal (Pihl); School of Public Health, University of Montreal, Montreal (Masse).
Objective: Rates of substance use disorders (SUDs) remain significantly above national targets for health promotion and disease prevention in Canada and the United States. This study investigated the 5-year SUD outcomes following a selective drug and alcohol prevention program targeting personality risk factors for adolescent substance misuse.
Methods: The Co-Venture trial is a cluster randomized trial involving 31 high schools in the greater Montreal area that agreed to conduct annual health behavior surveys for 5 years on the entire 7th grade cohort of assenting students enrolled at the school in 2012 or 2013.
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