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Artificial intelligence for tuberculosis control: a scoping review of applications in public health
Menon, S.; and K. Ghislein Kuro
(2025)
J Glob Health. 2025;15:04192. This scoping review highlights the potential of AI-driven predictions in national TB programmes to enhance diagnostics, track trends, and strengthen public health surveillance. While promising for reducing transmission and support-
ing TB care in low-resource settings,
...
these models require large-scale validation to ensure real-world applicability, especially for high-risk groups
more
VillageReach recommended
the drone company Swoop Aero to the civil aviation authority in DRC. In
summer 2019, Swoop Aero conducted a series of test and demonstration
drone flights to deliver vaccines, syringes, medicines and other supplies from
Mbandaka town to the village of Widjifake, which is
...
six hours away by road,
but 20 minutes by drone.
more
This set of malaria guidelines is a revision to the Version 1.0 released in June 2022, and is intended for medical personnel working in limited-resourced setting of conflicts and emergencies
International Journal for Parasitology: Drugs and Drug Resistance Volume 28, August 2025, 100602
This review provides innovative insights to circumvent antimalarial drug resistance and diversify malaria therapeutics.
Ecosystem Variability and Malaria Transmission: The Role of Environmental Factors in Vector Dynamics
EURASIAN EXPERIMENT JOURNAL OF PUBLIC HEALTH (EEJP) Vol.6
This guide defines public spaces for children as those that can be easily and freely accessed and enjoyed by all children, either alone or with friends or family, regardless of gender,
ethnicity, sexuality, nationality, social status or physical ability. Whatever their context, these places are saf
...
e from physical hazards (such as pollution, waste, traffic, falls or drowning risks); and social risks (such as crime, exclusion, or bullying). Whether they are streets, neighbourhoods, existing public open spaces, or the small, “liminal” spaces, such as stairwells or alleyways from which children carve out a place for themselves
more
This report presents a WHO–PREZODE collaboration to develop and validate standardized indicators that assess the risk of zoonotic disease emergence by modeling pathogen circulation in animals and the risk of animal to human zoonotic spillover. The proposed indicators are intended to be actionable,
...
i.e., to reflect the impact of the implementation of a prevention strategy along the process of zoonotic pathogen emergence and over time.
more
The Gulf CDC Technical Guide for Rapid Risk Assessments of Acute Public Health Events provides a structured, multi-sectoral approach to evaluate and manage public health threats in Gulf Cooperation Council (GCC) countries. It focuses on rapid, evidence-based assessments (within 2-5 days) to determin
...
e risk levels, propose control measures, and guide communications
more
Western Pacific surveillance and response journal: WPSAR Vol.14 No. 6, Special Edition, pp.1-17
Training material
The manual elaborates on a wide rang of logistics management issues such as carrying assessements, procurement, storing, transporting and distribution of emergency supplies
The lack of an African research ethics framework during epidemic emergencies (EE) has been a glaring concern
amongst African scholars for decades. In the context of major public health emergencies of continental and global health concern over the last five years, such as Ebola in 2019, COVID in 202
...
0 and Mpox in 2024, and ongoing epidemics, including those of pandemic potential, the need for such a framework is evident. Ethics frameworks for research during emergencies have been published (World Health Organisation, 2016; Nuffield Council on Bioethics, 2020). However, there is currently no African and continent-wide, coherent guidance that promotes African values, elaborated by Africans for hosting research during EE on the continent. To address this gap, the African Centre for Disease Control convened an Ethics Working Group (Ethics WG) to develop an African
framework that embraces dominant African principles/values that might guide the ethical conduct of research in
more
Previous Ebola virus disease (EVD) outbreaks offer
lessons for public health experts responding to the 11th
outbreak. This review highlights that responders need
to build more trust with the communities they serve. It
suggests that language is fundamental to that.
This review article examines 42 years of Ebola virus disease (EVD) outbreaks in Sub-Saharan Africa, from 1976 to 2019. The authors analyze the epidemiology, geographical distribution, mortality rates, and response strategies associated with 34 Ebola outbreaks across 11 African countries. The review
...
identifies key challenges in controlling Ebola, including weak health systems, limited surveillance and laboratory capacity, sociocultural practices, environmental changes, and community mistrust. It also discusses advances in diagnostics, treatments, and vaccines, and emphasizes the importance of a One Health approach, community engagement, effective communication, and stronger healthcare systems to improve preparedness, prevention, and response to future Ebola outbreaks.
more
These guidelines present evidence-based recommendations and best practice statements on use of medically important antimicrobials in food-producing animals, based on the WHO list of critically important antimicrobials for human medicine (WHO CIA List). These guidelines aim primarily to help preserve
...
the effectiveness of medically important antimicrobials, particularly those antimicrobials judged to be critically important to human medicine and also help preserve the effectiveness of antimicrobials for veterinary medicine, in direct support of the WHO global action plan on antimicrobial resistance
more
A Focus on the Journey to Self-Reliance for Preventing Child and Maternal Deaths . June 2018
The 2018 Acting on the Call report focuses on 25 countries’ journeys to self-reliance for preventing child and maternal deaths. Self-reliance is a country’s ability to finance and implement solution ... s to its own development challenges. Understanding where countries lie on this effort - known as the journey to self-reliance - helps USAID to best partner with countries and support their efforts.
The report looks at the health status of 25 priority countries as well as the current capacity of the health system to meet the needs of women and children. In the report, we recount progress since the 2012 Call to Action as well as identify gaps in order to inform future programming and areas that need strengthening during the journey to self-reliance. For the first time ever, we’ve calculated the return on our investment to eliminate bottlenecks to improving health services. more
The 2018 Acting on the Call report focuses on 25 countries’ journeys to self-reliance for preventing child and maternal deaths. Self-reliance is a country’s ability to finance and implement solution ... s to its own development challenges. Understanding where countries lie on this effort - known as the journey to self-reliance - helps USAID to best partner with countries and support their efforts.
The report looks at the health status of 25 priority countries as well as the current capacity of the health system to meet the needs of women and children. In the report, we recount progress since the 2012 Call to Action as well as identify gaps in order to inform future programming and areas that need strengthening during the journey to self-reliance. For the first time ever, we’ve calculated the return on our investment to eliminate bottlenecks to improving health services. more
This manual addresses all the issues. It focus on the cycle of microbes, antibiotics, vaccination, AMR,
infection prevention and control. It will support nurses on better action and also on communication towards
their patients and families.
This guidance is intended to be one stop shop to improve the quality and effectiveness of health interventions in emergency, to respond to the most frequent scenarios and conditions.
The main document contains the most common elements to be found in emergencies. As much as possible they are one pag
...
e tables on one topic each with the key elements that ensure quality in column 2 of the table. Column 1 is about key information. Column 3 contains suggested indicators and column 4 helps decision making. This is a document to consult as needed, not really to read from front to last page
more
Understanding The UN Convention On The Rights Of Persons With Disabilities
