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Performance evaluation and comparative analysis of different machine learning algorithms in predicting postnatal care utilization: Evidence from the ethiopian demographic and health survey 2016.
PLOS Digit Health
January 2025
Department of Health Informatics, School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia.
Postnatal care refers to the support provided to mothers and their newborns immediately after childbirth and during the first six weeks of life, a period when most maternal and neonatal deaths occur. In the 30 countries studied, nearly 40 percent of women did not receive a postpartum care check-up. This research aims to evaluate and compare the effectiveness of machine learning algorithms in predicting postnatal care utilization in Ethiopia and to identify the key factors involved.
View Article and Find Full Text PDFNation-wide cross-sectional study of participation and predictors of enjoyment among Australian adult walking sport participants.
Eur J Sport Sci
February 2025
Flinders University, College of Nursing and Health Sciences, Caring Futures Institute, Adelaide, South Australia, Australia.
This study examined participation and predictors of walking sports enjoyment among Australian adult walking sport participants. An online cross-sectional survey assessed walking sport participation, enjoyment, and barriers and motives to participation. Physical activity behavior and motivations were also assessed.
View Article and Find Full Text PDFChanging pattern of urban landscape and its impact on thermal environment of Lahore; Implications for climate change and sustainable development.
Environ Monit Assess
January 2025
College of Earth and Environmental Sciences, University of the Punjab, Lahore, 54000, Pakistan.
Rapid urbanization in Lahore has dramatically transformed land use and land cover (LULC), significantly impacting the city's thermal environment and intensifying climate change and sustainable development challenges. This study aims to examine the changes in the urban landscape of Lahore and their impact on the Urban thermal environment between 1990 and 2020. The previous studies conducted on Lahore lack the application of Geospatial artificial intelligence (GeoAI) to quantify land use and land cover, which is successfully covered in this study.
View Article and Find Full Text PDFBiomarkers.
Alzheimers Dement
December 2024
Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", NeuroPresage Team, GIP Cyceron, Caen, France.
Background: Education has been associated with reserve mechanisms and lower dementia risk, but the literature shows inconsistent results on the association between education and brain outcomes across the lifespan. Considering that both dementia risk and education are likely to differ between sexes, our study aims at understanding the association between education and brain outcomes across the lifespan and whether it differs by sex.
Method: In 207 healthy individuals (110women) aged 19-84 years old (47.
Biomarkers.
Alzheimers Dement
December 2024
Memory and Aging Center, UCSF Weill Institute for Neurosciences, San Francisco, CA, USA.
Background: Early onset dementia (EOD) affects people at the peak of their personal and professional responsibilities and economic productivity. Alzheimer's disease (AD) and Frontotemporal Dementia (FTD) are the most common EOD etiologies in Non-Latinx White adults (NLW). Black and Latinx older adults bear a disproportionate burden of dementia compared to NLW, likely due to vulnerabilities that confer increased risk, such as cardiovascular factors, socioeconomic stressors, and structural racism.
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