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Research on injection molded parts defect detection algorithm based on multiplicative feature fusion and improved attention mechanism.
Sci Rep
December 2024
School of Construction Machinery, Shandong Jiaotong University, Jinan, 250023, China.
Injection molded parts are increasingly utilized across various industries due to their cost-effectiveness, lightweight nature, and durability. However, traditional defect detection methods for these parts often rely on manual visual inspection, which is inefficient, expensive, and prone to errors. To enhance the accuracy of defect detection in injection molded parts, a new method called MRB-YOLO, based on the YOLOv8 model, has been proposed.
View Article and Find Full Text PDFReal-world multicentre cohort study on choices and effectiveness of immunotherapies in NMOSD and MOGAD.
J Neurol Neurosurg Psychiatry
December 2024
Department of Neurology and Institute of Neuroimmunology and MS (INIMS), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Background: Recurrent attacks in neuromyelitis optica spectrum disorders (NMOSDs) or myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD) can lead to severe disability. We aimed to analyse the real-world use of immunotherapies in patients with NMOSD and MOGAD, focusing on changes in treatment strategies, effects on attack rates (ARR) and risk factors for attacks.
Methods: This longitudinal registry-based cohort study included 493 patients (320 with aquaporin-4 immunoglobulin G (AQP4-IgG) seropositive NMOSD (65%), 44 with AQP4-IgG seronegative NMOSD (9%) and 129 MOGAD (26%)) with 1247 treatments from 19 German and one Austrian centre from the registry of the neuromyelitis optica study group (NEMOS).
The prevalence and associated factors of the minimum acceptable diet among children aged 6-23 months in Ethiopia: A community-based cross-sectional study.
PLoS One
December 2024
Department of Public Health, Adama Hospital Medical College, Adama, Ethiopia.
Background: A minimum acceptable diet for children aged 6-23 months is limited globally, with Ethiopia's proportion reducing to one in nine. This study was aimed to assess the prevalence of the minimum acceptable diet and associated factors among children aged 6-23 months in Dera town, Oromia, Ethiopia.
Methods: A community-based cross-sectional study was conducted.
Breastfeeding Trends Following the US Infant Formula Shortage.
Pediatrics
December 2024
Department of Agricultural and Resource Economics, University of Connecticut, Storrs, Connecticut.
Objective: Breastfeeding enhances maternal and child health, yet US breastfeeding rates remain below optimal levels and substantial disparities persist. The 2022 infant formula crisis had the potential to influence infant feeding practices due to formula shortages and fears about the safety of formula feeding in the wake of recalls. This report studies the evolution of breastfeeding-initiation trends during the infant formula crisis and compares the effects across subpopulations.
View Article and Find Full Text PDFEffectiveness of intermittent cash incentives to increase step counts.
J Appl Behav Anal
December 2024
Department of Psychology, University of North Carolina Wilmington, Wilmington, NC, USA.
Only 25% of adults meet both aerobic and strength training recommendations for physical activity. Contingency management interventions have been used to increase physical activity; however, they may be cost prohibitive. Intermittently provided incentives lower costs and are effective for various health behaviors.
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