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A 3D decoupling Alzheimer's disease prediction network based on structural MRI.
Health Inf Sci Syst
December 2025
School of Mathematics and Computing, University of Southern Queensland, 487-535 West Street, Toowoomba, QLD 4350 Australia.
Purpose: This paper aims to develop a three-dimensional (3D) Alzheimer's disease (AD) prediction method, thereby bettering current predictive methods, which struggle to fully harness the potential of structural magnetic resonance imaging (sMRI) data.
Methods: Traditional convolutional neural networks encounter pressing difficulties in accurately focusing on the AD lesion structure. To address this issue, a 3D decoupling, self-attention network for AD prediction is proposed.
Impact of Standardized Reporting Systems on Patient Experience in Radiology.
J Patient Exp
January 2025
Neo Q Quality in Imaging GmbH, Berlin, Germany.
Patient experience is a vital measure of healthcare quality, affecting satisfaction, engagement, and outcomes. Standardized radiology reporting can improve care by enhancing communication, reducing errors, and optimizing workflows. This article examines the role of structured reporting and AI in improving patient experience, addressing challenges like workload imbalances and communication issues.
View Article and Find Full Text PDFFactors associated with HIV testing among young women in Tanzania: Insights from the 2022 Tanzanian Demographic and Health Survey using Anderson's Behavioral Model.
Front Public Health
January 2025
School of Public Health, College of Health Sciences and Medicine, Dilla University, Dilla, Ethiopia.
Background: HIV continues to be a significant global health issue, particularly affecting sub-Saharan Africa, including Tanzania. Knowing one's HIV status is a crucial first step in combating HIV/AIDS and achieving the targets set for the Sustainable Development Goals (SDGs) by 2030. However, despite ongoing efforts, HIV testing coverage remains low in developing countries, including Tanzania, where testing among young people poses particular challenges.
View Article and Find Full Text PDFExperiences of infertility among couples in Morocco.
Front Reprod Health
January 2025
Assisted Reproductive Technology Center, Maternity and Reproductive Health Hospital les Orangers of IbnSina University Hospital, Rabat, Morocco.
Introduction: Infertility has significant implications on health. It affects physical, emotional, and social wellbeing. In Morocco, about 12% of couples or live with infertility.
View Article and Find Full Text PDFRevolutionizing diagnosis of pulmonary based on CT: a systematic review of imaging analysis through deep learning.
Front Microbiol
January 2025
Department of Nephrology, Shengjing Hospital of China Medical University, Shenyang, China.
Introduction: The mortality rate associated with (MTB) has seen a significant rise in regions heavily affected by the disease over the past few decades. The traditional methods for diagnosing and differentiating tuberculosis (TB) remain thorny issues, particularly in areas with a high TB epidemic and inadequate resources. Processing numerous images can be time-consuming and tedious.
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