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Digital framework for georeferenced multiplatform surveillance of banana wilt using human in the loop AI and YOLO foundation models.
Sci Rep
January 2025
Alliance of Bioversity International and International Center for Tropical Agriculture (CIAT), Km 17 Recta Cali-Palmira, Cali, Colombia.
Bananas (Musa spp.) are a critical global food crop, providing a primary source of nutrition for millions of people. Traditional methods for disease monitoring and detection are often time-consuming, labor-intensive, and prone to inaccuracies.
View Article and Find Full Text PDFAssessing the use of geospatial data for immunization program implementation and associated effects on coverage and equity in the Democratic Republic of Congo.
BMC Public Health
January 2025
Gavi, The Vaccine Alliance, Geneva, Switzerland.
Background: The National Expanded Program on Immunization in the Democratic Republic of the Congo implemented a program in 9 Provinces to generate georeferenced immunization microplans to strengthen the planning and implementation of vaccination services. The intervention aimed to improve identification and immunization of zero-dose children and overall immunization coverage.
Methods: This study applies a mixed-methods design including survey tools, in-depth interviews and direct observation to document the uptake, use, and acceptance of the immunization microplans developed with geospatial data in two intervention provinces and one control province from February to June 2023.
Exploring the burden of cholera in the WHO African region: patterns and trends from 2000 to 2023 cholera outbreak data.
BMJ Glob Health
January 2025
Emergency Preparedness and Response Programme, Brazzaville, Congo.
Introduction: Cholera outbreaks remain persistent in the WHO African region, with an increased trend in recent years. This study analyses actual drivers of cholera including correlations with water, sanitation, and hygiene (WASH) indicators, and climate change trends.
Methods: This was a cross-sectional descriptive and analytic study.
Beyond COVID-19, the case for collecting, analysing and using sex-disaggregated data and gendered data to inform outbreak response: a scoping review.
BMJ Glob Health
January 2025
PUBLIC HEALTH EMERGENCIES, UNICEF, Kinshasa, Congo (the Democratic Republic of the).
Introduction: Understanding sex and gender differences during outbreaks is critical to delivering an effective response. Although recommendations and minimum requirements exist, the incorporation of sex-disaggregated data and gender analysis into outbreak analytics and response for informed decision-making remains infrequent. A scoping review was conducted to provide an overview of the extent of sex-disaggregated data and gender analysis in outbreak response within low- and middle-income countries (LMICs).
View Article and Find Full Text PDFSexual Networks and Behavioral Characteristics of HIV-Positive Male Military Members, Female Sex Workers, and Male Civilians.
AIDS Behav
January 2025
Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, CA, USA.
Military members and female sex workers (FSWs) may be more likely to acquire or transmit HIV. Mapping HIV transmission across these high-risk populations and identifying behaviors associated with sexual network clustering are needed for effective HIV prevention approaches. A cross-sectional study recruited participants newly diagnosed with HIV among militaries, civilians, and FSWs in Zambia, Senegal, and Democratic Republic of the Congo (DRC).
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