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Conceptual understanding and cognitive patterns construction for physical education teaching based on deep learning algorithms.
Sci Rep
December 2024
School of Marxism, China University of Political Science and Law (CUPL), Beijing, 100091, China.
To improve students' understanding of physical education teaching concepts and help teachers analyze students' cognitive patterns, the study proposes an association learning-based method for understanding physical education teaching concepts using deep learning algorithms, which extracts image features related to teaching concepts using convolutional neural networks. Moreover, a neurocognitive diagnostic model based on hypergraph convolution is constructed to mine the data of students' long-term learning sequences and identify students' cognitive outcomes. The findings revealed that the highest accuracy of the association graph convolutional neural network was 0.
View Article and Find Full Text PDFRisk factors for constipation during pregnancy: a multicentre prospective cohort study.
BMC Pregnancy Childbirth
December 2024
Clinic of Obstetrics and Gynaecology, Faculty of Medicine, Institute of Clinical Medicine, Vilnius University, 03101 Santariskiu Str. 2, LT-08661, Vilnius, Lithuania.
Background: Constipation is frequently encountered in the population of pregnant women. Physical activity and nutritional factors are considered common causes of constipation; however, their impact on this population has not yet been evaluated precisely. This study aimed to assess the prevalence of constipation and its risk factors during pregnancy and postpartum.
View Article and Find Full Text PDFLetter to the Editor regarding "On the Concerning Early Failure of a Short Stem Press-Fit Humeral Component".
J Shoulder Elbow Surg
December 2024
Shoulder Centre, Sports Traumatology, Törringstrasse 6, 81675, Munich, Germany.
Don't Sleep on Sleep: A Case Report from a Division I Heptathlete.
J Athl Train
December 2024
Musculoskeletal Adaptations to Aging and eXercise (MAAX) Laboratory, Oklahoma State University, Stillwater, OK, USA.
A female NCAA Division I track athlete experienced non-localized shin pain midway through her first season, which was diagnosed as medial tibial stress syndrome. Treatments included strengthening and range of motion exercises, reduced training volume, and pain control modalities, but symptoms worsened. It was revealed she had been suffering from severe sleep deprivation (<3 hours/night) contributing to bilateral tibial and fibular stress reactions.
View Article and Find Full Text PDFEstuarine dispersal of an invasive Holarctic predator (Esox lucius) confirmed in North America.
PLoS One
December 2024
College of Fisheries and Ocean Sciences, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America.
The capacity for a non-native species to become invasive largely hinges on existing dispersal capacity or adaptation of dispersal in new environments. Here we provide early evidence that invasive Northern Pike (Esox lucius), a Holarctic freshwater top predator, illegally introduced in the late 1950s into Southcentral Alaska, are now dispersing through estuarine corridors. This finding represents the first known documentation of estuary use and dispersal by Northern Pike in North America, exacerbating conservation concerns for already depressed populations of culturally and economically important species such as salmonids.
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