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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
Esta guía de adaptación y traducción forma parte del paquete de materiales de las Escalas mundiales de medición del desarrollo en la primera infancia (GSED) v. 1.0 (GSED, por su sigla en inglés). El GSED es un conjunto de instrumentos de acceso abierto que constituyen un método estandarizado p
...
ara medir el desarrollo infantil hasta los 36 meses de edad en distintas culturas y contextos. Se ha elaborado para ofrecer a la comunidad mundial parámetros de medición poblacionales del desarrollo en la primera infancia que puedan compararse entre distintos países. No hay que abonar ningún pago ni ninguna regalía para usar estas escalas, las cuales se han diseñado y puesto a prueba para que resulten lingüística y culturalmente neutras, por lo que no debería ser necesario adaptarlas a los contextos locales. Sin embargo, si algunos ítems o partes de ellos no resultan adecuados, los evaluadores deben seguir los pasos indicados en esta guía.
more
These guidelines are intended for use by health care workers responsible for performing MMC, as well as DoH officials, nongovernmental organizations
Conducting simulations and drills is the most effective way to evaluate and test disaster preparedness plans; these exercises are used widely by organizations and institutions working in development and in disaster response. Drills and simulations are also excellent tools for training, and for asses
...
sing decision making processes, teamwork, and coordination.
more
Integrated Response Plan: Yemen Cholera Outbreak
recommended
The plan outlines emergency health, WASH and communications interventions to contain and prevent further spread of the outbreak in the 227 high risk districts, where suspected cholera cases were reported during the period October 2016 to May 2017. Health and WASH clusters will continually identify p
...
riority districts from at
high risk districts, by considering the number of caseload and attack rate. As of 15 May, 30 priority high risk districts (10 Governorates) that report over 100 or more suspected cholera cases have been identified.
more
The technical note from the Global Task Force on Cholera Control (GTFCC) examines the risks and benefits of vaccinating pregnant women with WHO-prequalified oral cholera vaccines (OCVs) during mass vaccination campaigns. It highlights that three WHO-approved vaccines (Dukoral®, Shanchol™, and Euv
...
ichol®) offer sustained protection and a strong safety profile.
While these vaccines are not explicitly contraindicated for pregnant women, there is limited clinical data on their use during pregnancy. However, studies indicate that pregnant women with cholera face higher risks of fetal loss, stillbirth, and complications, especially if they experience severe dehydration. Some evidence suggests that vaccination can reduce cholera incidence in pregnant women and indirectly protect infants.
Although no controlled trials have focused on pregnant women, retrospective studies in Guinea and Zanzibar showed no significant increase in adverse pregnancy outcomes after OCV administration. The GTFCC concludes that the benefits of vaccination outweigh the risks, particularly in high-risk areas, and recommends including pregnant women in cholera vaccination campaigns while continuing to monitor safety data.
more
The WHO Cholera Rapid Diagnostic Test (RDT) Target Product Profile outlines the key requirements for developing improved cholera RDTs. It highlights the need for fast, accurate, and easy-to-use tests for early outbreak detection in resource-limited settings. The document sets desired and acceptable
...
performance criteria, including high sensitivity and specificity, rapid results (under 15 minutes), and usability by non-laboratory personnel. The tests should be affordable, stable in extreme conditions, and require minimal training. The goal is to enhance cholera surveillance and outbreak response, ensuring quick containment and improved public health outcomes.
more
The Zimbabwe Multi-Sectoral Cholera Elimination Plan (2018–2028) aims to eradicate cholera by improving water, sanitation, and healthcare infrastructure, strengthening disease surveillance, and expanding oral cholera vaccination (OCV). The strategy focuses on five pillars, including public health
...
response, WASH, infrastructure, community empowerment, and financing. A multi-sectoral approach involving government, international organizations, and local communities targets cholera hotspots to prevent outbreaks and ensure long-term disease control.
more
The WHO Framework for the clinical evaluation of devices for male circumcision
outlines a multi-phase process to ensure the safety, efficacy, and acceptability of new devices, especially for use in resource-limited settings
Version 4
The purpose of these standard operating procedures (SOPs) is to offer policy guidance and to provide performance standards on how to respond to any type of poliovirus outbreak or event in a timely and effective manner, and specifically, to stop an outbrea
...
k within 120 days.
more
This document synthesizes key elements of the World Health Organization (WHO) normative guidance on health policy and system support for community health worker (CHW) programmes and their application for HIV programmes. Building on relevant elements of HIV guidelines, tools and evidence identified b
...
y experts, it provides recommendations on tasks and roles that can be performed by CHWs (including for HIV), identifies the policy and system supports to optimize CHW performance, and gives examples of best practice. Its purpose is to inform the optimal design and delivery of CHW programmes targeting – either specifically or as part of a broader approach – the scale-up and sustainability of HIV services.
more
Laboratory Biossafety Manual
The Strategy provides a high-level unifying framework to leverage existing capacities, address barriers and strengthen the use of genomic surveillance in the detection, monitoring and response to public health threats. Genomic surveillance is part of the broader surveillance and laboratory system, a
...
nd its implementation should reinforce end-to-end capacities including sample collection, diagnostics, data sharing and analysis. The strategy aims to facilitate the connectivity between different disease control programs and surveillance networks. This interoperability will strengthen the cross-cutting essential public health laboratory functions underpinning genomics holistically. The strategy articulates the overarching goal, objectives and strategic actions needed. These are dependent on commitments from countries, partners and WHO for their implementation.
more
The Ethiopia Multi-Sectorial Cholera Elimination Plan (2022-2028) outlines a national strategy to eliminate cholera in Ethiopia by 2028. The plan follows the Global Roadmap to End Cholera by 2030 and is based on six key pillars: Leadership & Coordination, Water, Sanitation & Hygiene (WASH), Surveill
...
ance & Reporting, Use of Oral Cholera Vaccines (OCV), Healthcare System Strengthening, and Community Engagement.
Ethiopia has historically faced recurrent cholera outbreaks due to poor sanitation, unsafe water, and weak health infrastructure. The plan prioritizes high-risk areas (hotspot woredas) and aims to reduce cholera-related mortality by 90% by 2028. It includes efforts to improve WASH conditions, strengthen disease surveillance, enhance rapid response capabilities, expand vaccination campaigns, and integrate cholera control into broader health policies.
The government, in collaboration with international partners such as WHO, UNICEF, and the Global Task Force for Cholera Control (GTFCC), will implement and monitor the plan. The estimated budget for the initiative is $390 million over eight years. Ethiopia aims to achieve zero cholera transmission in hotspot regions, ensuring sustainable public health improvements.
more
The Transformation Agenda (TA) ushered in an ambitious reform process intended to transform the World Health Organization (WHO) into an organization that is proactive, results-driven, accountable and which meets stakeholder expectations, towards transforming and improving public health services in t
...
he African Region. It aimed to achieve a WHO that is pro-results, which optimally and creatively targets technical work as well as make operations more responsive, with greater effectiveness in both communications and partnerships. The Africa Region has been the epicentre of the human immunodeficiency virus (HIV) epidemic and it’s one of the leading causes of disease and death on the continent. The WHO, with partners, has worked tirelessly for many years to control the threat and reduce the negative impact of the disease. Since the early 2000s, significant progress has been made in the global fight against the scourge of HIV. However, the WCA subregion was falling concerningly behind ESA on several key indicators of progress. In 2016, the WHO joined UNAIDS, UNICEF and other partners in a call for a strong and urgent response to support WCA countries to develop catch-up plans to triple and fast-track ART coverage, to enable the region to catch up with ESA by the end of 2020. Implementation of a widespread test-and-treat strategy, coupled with the scale-up of differentiated service delivery (DSD) and mobilization of requisite funding, accelerated WCA’s progress towards this goal. The HIV treatment catch-up and fast-track plan has achieved its target of seeing the West and Central African region (WCA) catch up with the Eastern and Southern African region’s (ESA) antiretroviral coverage rate of 78% in 2021, albeit later than the 2020 target time frame. A 33% improvement was achieved in WCA, against 21% in ESA, between 2015–2020. WCA achieved a significant 42% increase, compared to ESA’s 23%, between 2015 and 2021, to see WCA draw level with ESA at 78%. In the Democratic Republic of the Congo (DRC) alone, progress of up to 47% was observed between 2015 and 2020, for example. In addition, 1.6 million more People Living with HIV (PLHIV) were enrolled on antiretroviral treatment (ART) between 2015 and 2020.
more
This action plan is intended for senior-level decision-makers in ministries of health, malaria
programme managers, entomologists, and epidemiologists working on malaria and other vectorborne diseases programmes. It is also intended for decision-makers and technical and advocacy
staff at other orga
...
nizations and stakeholders involved in public health, malaria control and
elimination, and urban and rural development.
more
The key actions, activities, and approaches in this document are organized within each of the 5Cs (see Table 1 in the PDF) and those of the Strategic preparedness and response plan (SPRP) pillars as follows:
National action plan key activities, prioritized for the current context and the current
...
understanding of the threat of SARS-CoV-2
A. Transition from emergency response to longer term COVID-19 disease management.
B. Integrate activities into routine systems.
C. Strengthen global health security.
Special considerations for fragile, conflict-affected and vulnerable (including humanitarian) settings
WHO global and regional support to Member States to implement their national action plans
Key guidance documents for reference
This is a living document that will be updated to incorporate new technical guidance in response to the evolving epidemiological situation. National plans should be implemented in accordance with the principles of inclusiveness, respect for human rights, and equity.
more
Diabetes in children and young people
National Institute for Health and Care Excellence (NICE)
National Institute for Health and Care Excellence (NICE)
(2022)
CC2
The document "Diabetes in Children and Young People" by NICE (National Institute for Health and Care Excellence) provides quality standards for the diagnosis, management, and support of diabetes in children and adolescents.
Namibia recorded its first COVID-19 case on 14 March 2020, with cumulative cases reaching 15,773 and 118 deaths by 10 December 2020. Namibia has done relatively well to contain the outbreak.
However, positivity rates have shown a consistent increase above 5 percent in quarter 4 of 2020, necessitati
...
ng renewed attention to surveillance and outbreak control in 2021.
more
