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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
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.
The 2025 Impact Report summarises Malaria Consortium's year in numbers and includes a message from the Chief Executive.
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
The GHEC framework is designed to provide guiding principles for standardizing health emergency workforce structures to strengthen the capacity of countries in responding to health emergencies, and to enhance collaboration between countries by better connecting regional and global surge response mec
...
hanisms, facilitating information exchange, and improving access to expertise and human response capacity at times of need.
This is the first version of the GHEC framework and is intended to be updated as experience is gained with its implementation and adaptation.
more
The Global hepatitis report 2026 provides the most comprehensive and up-to-date assessment of the global burden of hepatitis B (HBV) and hepatitis C (HCV), which together account for more than 95% of deaths related to viral hepatitis. Despite being preventable and treatable, viral hepatitis remains
...
one of the leading infectious disease killers worldwide.
The report also highlights the progress in response efforts at global, regional and country levels, in the context of global commitments, strategies and targets.
more
This tool enables a rapid, systematic review of pharmacy curricula at the national or institutional level to evaluate their robustness in delivering the expected content and competencies. It can also assist institutions in designing strategies to strengthen AMR curricular content, and to facilitate
...
structured, periodic dialogue on AMR and infection-related competencies among pharmacy faculty and other relevant stakeholders. A pharmacy curriculum that comprehensively integrates AMR content will help ensure that future pharmacists have the knowledge, skills, and attitudes needed to address AMR effectively in both clinical practice and public health.
more
This guidance addresses one type of generative AI, large multi-modal models (LMMs), which can accept one or more type of data input and generate diverse outputs that are not limited to the type of data fed into the algorithm. It has been predicted that LMMs will have wide use and application in heal
...
th care, scientific research, public health and drug development. LMMs are also known as “general-purpose foundation models”, although it is not yet proven whether LMMs can accomplish a wide range of tasks and purposes.
more
TArtificial intelligence (AI) is transforming health systems, reshaping how care is planned, delivered and governed. This report presents the first assessment of AI integration into health systems across the whole of the WHO European Region, based on findings from the 2024–2025 survey on AI for he
...
alth care. It examines national strategies, governance models, legal and ethical frameworks, workforce readiness, data governance, stakeholder engagement, private sector roles and the uptake of AI applications. Drawing on insights from 50 Member States, the report explores how countries are navigating opportunities and challenges, highlighting emerging trends, gaps and practices to guide policy-makers towards coherent, ethical and people-centred approaches to AI in health care.
more
The 2026 appeal seeks nearly US$ 1 billion to respond to 36 emergencies worldwide, including 14 Grade 3 emergencies requiring the highest level of organizational response. These emergencies span sudden-onset and protracted humanitarian crises where health needs are critical.
The present ‘Guideline for the assessment of health risks’ serves
to implement the theoretical principles mentioned in practice and,
therefore, assure the quality of risk assessments and other health
statements published by the BfR
Support Collaborative Risk Assessment for health threats
The COVID-19 pandemic is the most severe health crisis in a century, exposing deep gaps in the world’s defences against epidemics and pandemics, and teaching us painful
lessons. One of them is that in our intimately connected world, pathogens can spread around the world very quickly, demanding sy
...
stems that can respond equally quickly. That
includes systems to facilitate the rapid exchange of biological materials and related data, to support the development of guidance and medical countermeasures including vaccines,
tests and treatments.
Based on the lessons that COVID-19 was teaching us, World Health Organization announced the
establishment of the WHO BioHub System at the height of the pandemic, in January 2021. Developed collaboratively and iteratiely with the active engagement of Member States and other partners, the BioHub System has now been through a pilot-testing phase that has demonstrated its value as a multilateral model and a tangible asset that Member States can harness to bolster their preparedness against emergent viral threats.
more
Global consultation report Lyon, France 12-15 December 2023
Emergency Medical Teams 2030 strategy
recommended
The Emergency Medical Teams (EMT) initiative plays a vital role in building this stronger and
more resilient global health emergency architecture, both by driving its formation and by
contributing to a rapidly deployable global health emergency corps. The Initiative and EMTs
bring something uniqu
...
e to health emergency preparedness and response – they bring
standards, professionalism, reliability, scalability, coordination, and the ability and willingness to
rapidly deploy wherever and whenever they are most needed. Most importantly, EMTs save lives.
more
The ultimate aim of the framework is to assist the user to thoughtfully, deliberately, ethically, and rationally determine whether or not the delivery of one or more vaccines to specific target populations during the acute phase of an emergency would result in an overall saving of lives, a reduction
...
in the population burden of disease, and generally more favourable outcomes than would otherwise be the case.
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 provides a comprehensive overview of Ebola Virus Disease (EVD), covering its epidemiology, clinical presentation, diagnosis, treatment, and prevention. It explains that Ebola is a severe zoonotic infection caused by the Ebola virus, most likely originating from fruit bats and tra
...
nsmitted to humans through contact with infected animals or body fluids. The article summarizes the history of Ebola outbreaks in Africa, including the major West African epidemic of 2013–2016 and subsequent outbreaks in the Democratic Republic of Congo. It describes the disease’s clinical course, ranging from nonspecific flu-like symptoms to severe dehydration, multiorgan failure, shock, and death. The authors discuss diagnostic methods, supportive and intensive care management, emerging antiviral therapies and monoclonal antibodies, as well as the development and use of Ebola vaccines. The review also highlights the importance of infection control, contact tracing, community engagement, safe burial practices, and healthcare worker protection in controlling outbreaks. Finally, it addresses long-term complications in survivors and the persistence of Ebola virus in certain body compartments, particularly semen, which may contribute to delayed transmission.
more
Between April 2018 and November 2020, the Democratic Republic of Congo (DRC) experienced its 11th Ebola virus disease (EVD) outbreak. Tanzania’s cross-border interactions with DRC through regular visitors, traders, and refugees are of concern, given the potential for further spread to neighboring
...
countries. This study aimed to estimate the risk of introducing EVD to Tanzania from DRC. National data for flights, boats, and car transport schedules from DRC to Tanzania covering the period of May 2018 to June 2019 were analyzed to describe population movement via land, port, and air travel and coupled with available surveillance data to model the risk of EVD entry. The land border crossing was considered the most frequently used means of travel and the most likely pathway of introducing EVD from DRC to Tanzania. High probabilities of introducing EVD from DRC to Tanzania through the assessed pathways were associated with the viability of the pathogen and low detection capacity at the ports of entry. This study provides important information regarding the elements contributing to the risk associated with the introduction of EBV in Tanzania. It also indicates that infected humans arriving via land are the most likely pathway of EBV entry, and therefore, mitigation strategies including land border surveillance should be strengthened.
more
