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Automated Deep Learning-Based Detection and Segmentation of Lung Tumors at CT.
Radiology
January 2025
Stanford University School of Medicine, Department of Radiation Oncology, Stanford, CA, US.
Background Detection and segmentation of lung tumors on CT scans are critical for monitoring cancer progression, evaluating treatment responses, and planning radiation therapy; however, manual delineation is labor-intensive and subject to physician variability. Purpose To develop and evaluate an ensemble deep learning model for automating identification and segmentation of lung tumors on CT scans. Materials and Methods A retrospective study was conducted between July 2019 and November 2024 using a large dataset of CT simulation scans and clinical lung tumor segmentations from radiotherapy plans.
View Article and Find Full Text PDFGeographic accessibility to hospital childbirths in Brazil (2010-2011 and 2018-2019): a cross-sectional study.
Lancet Reg Health Am
February 2025
Center for Technological Development in Health (CDTS), Oswaldo Cruz Foundation (Fiocruz), Av. Brasil 4036, Rio de Janeiro, 21040-361, RJ, Brazil.
Background: Delays in obstetric care are associated with adverse maternal outcomes, while long-distance travel for delivery is associated with high neonatal mortality and increased maternal morbidity. Distance and travel time are key components of geographic accessibility to health services and important risk indicators for maternal and neonatal care. This study evaluated whether the Brazilian Unified Health System (SUS) has been geographically accessible in providing hospital childbirth services, over time.
View Article and Find Full Text PDFEfficacy and Safety of F-Biotic™ in Combination With Metformin for Type 2 Diabetes Mellitus: Results From a Randomized, Double-Blind Clinical Trial.
Cureus
December 2024
Diabetes and Endocrinology, Arishina Life Sciences, Karnataka, IND.
Introduction: This study evaluated the effectiveness, safety, and tolerability of F-Biotic™ (Arishina Life Sciences, Karnataka, IND), a prebiotic containing 60% resistant starch derived from natural sources, in patients with Type 2 diabetes mellitus (T2DM) on stable metformin therapy.
Methods: Seventy participants with T2DM, aged 25-70 years, were randomized into two groups: one receiving F-Biotic™ and the other a placebo, both administered daily for 12 weeks. Key outcomes included fasting blood sugar (FBS), postprandial blood sugar (PPBS), glycated hemoglobin (HbA1c), fasting insulin, insulin resistance (HOMA-IR), GLP-1 levels, lipid profile, and quality of life.
Background: Anxiety disorders is a significant contributor to the Global Burden of Diseases (GBD), particularly in the aftermath of the COVID-19 pandemic, which has exacerbated the issue. Previous studies have not examined the impact of the COVID-19 pandemic on anxiety disorders over the entire time series, nor have they offered predictions regarding future trends of global anxiety disorders in the aftermath of the pandemic. This study aims to present the Age-Standardized Prevalence Rates (ASPR), Age-Standardized Incidence Rates (ASIR), and disability-adjusted life years (DALYs) associated with anxiety disorders from 1990 to 2021 across 204 countries and regions, emphasizing the age structure and the disease burden following the pandemic.
View Article and Find Full Text PDFAreas for action to promote positive forms of masculinities in preventing violence against women: a concept mapping study in Spain.
Int J Equity Health
January 2025
Department of Community Nursing, Preventive Medicine and Public Health and History of Science, University of Alicante, Alicante, Spain.
Background: Violence against women (VAW) perpetrated by men is a public health problem of significant magnitude that negatively affects the whole society. Unequal gender relations produce differentiated positions in the social structure; gender roles that position men and women differently are defined and which are at the root of VAW. Framed within the European PositivMasc project, the aim of this study was to identify the areas for action to promote positive masculinities in preventing VAW in Spain, based on community stakeholders' perceptions on their importance and applicability.
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