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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
The World Health Organization and the Global Fund to Fight AIDS, Tuberculosis and Malaria are part of a group of agencies working together to accelerate progress towards the health-related SDGs through the Global Action Plan for Healthy Lives and Well-being for All. Understanding patterns of inequal
...
ities in these diseases is essential for taking strategic, evidence-informed action to realize our shared vision of ending the epidemics of HIV, TB and malaria.
This report presents the first comprehensive analysis of the magnitude and patterns of socioeconomic, demographic and geographic inequalities in disease burden and access to services for prevention and treatment.
The results confirm there have been improvements in service coverage and decreased disease burden at the national level over the past decade. But they also reveal an uncomfortable reality: unfair inequalities between population subgroups within countries are widespread and have remained largely unchanged over the past decade. For some disease indicators, inequalities are even worsening.
Moreover, the report points to the persistent lack of available data to fully understand inequality patterns in HIV, TB and malaria. Collecting data to improve the monitoring of inequalities in these diseases is vital to develop targeted responses for impact.
There are, encouragingly, isolated successes in reducing inequities. Change is possible when deliberate action is taken to reach disadvantaged populations.
more
This policy brief presents a summary of current evidence on vulnerability to TB and proposes interventions for equitable, person-centred, and human rights-based TB prevention and care. It aligns wit
...
h WHO policies and guidance on TB prevention and screening, management of TB and comorbidities, access to health care, universal health coverage, determinants of TB, TB-associated impairment and disability, social protection, as well as ethics, equity and human rights.
more
Global tuberculosis report 2025
recommended
The WHO Global tuberculosis report 2025 provides a comprehensive and up-to-date assessment of the TB epidemic and of progress in prevention, diagnosis and treatment of the disease, at global, regional and country levels. This is done in the context
...
of global TB commitments, strategies and targets.
The 2025 edition of the report is, as usual, based primarily on data gathered by WHO from national ministries of health in annual rounds of data collection. In 2025, 184 countries and areas with more than 99% of the world’s population and TB cases reported data.
more
The SAARC Member States have more than an estimated 2.0 million TB cases accounting for close to one-third of the total cases of TB in the world. India alone had almost one-fifth of the global disea
...
se burden due to TB. India, Pakistan and Bangladesh followed by Afghanistan are the major contributors of disease burden of TB in the SAARC Region. They are countries that have a dubious distinction of being on the list of 22 TB High Disease Countries in the world.
more
Previous advocacy efforts have achieved tangible goals in terms garnering political commitments
to increase financing for TB—as seen at the 2018 UN High-Level Meeting on TB. The challenge
now is
...
to ensure that these commitments are actually met within a global biomedical research
ecosystem that is designed and incentivized to prioritize the health needs of wealthy populations
more
2nd edition.
Like the original, this second edition of the guidance aims to inform the revision of existing national guidelines and standards for managing Tuberculosis (TB), many of which include guidance on children. It includes recommendations, b
...
ased on the best available evidence, for improving the management of children with TB and of children living in families with TB. National and regional TB control programmes may wish to adapt these recommendations according to local circumstances
more
Este documento presenta modelos de algoritmos que permiten investigar por métodos bacteriológicos a los pacientes para el diagnóstico de tuberculosis (TB), TB asociada al Virus de Inmunodeficienc
...
ia Humana (TB-HIV) y TB drogorresistente (TBDR).
more
The WHO Global tuberculosis report 2024 provides a comprehensive and up-to-date assessment of the TB epidemic, and of progress in prevention, diagnosis and treatment of the disease, at global, regional and country levels. This is done in the context
...
of global TB commitments, strategies and targets.
more
In an era of constrained resources and tightening budgets, strategic prioritization in tuberculosis (TB) programming is more critical than ever. Countries must make informed decisions to allocate limited resources effectively - maximizing impact, pr
...
eventing avoidable deaths, and sustaining progress towards ending TB.
more
En la reunión de alto nivel de las Naciones Unidas del 2018 se fijó el objetivo de tratar al menos a 40 millones de personas con tuberculosis (TB) entre el 2018 y el 2022; sin embargo, en el 2021 ese objetivo solo se había cumplido en un 66%. Las
...
pruebas diagnósticas son fundamentales para lograr el objetivo, pero constituyen un eslabón débil en la continuidad de la atención. Las pruebas de diagnóstico rápido recomendadas por la Organización Mundial de la Salud (PDRO) son sumamente precisas, acortan el tiempo hasta el inicio del tratamiento, influyen en resultados importantes para el paciente y son costo-eficaces. Aunque el objetivo para el año 2025 es que todos los pacientes notificados se hagan inicialmente una PDRO, en el 2021 tan solo el 38% se hizo una PDRO como prueba inicial, y se determinó que el acceso a las pruebas diagnósticas era un problema crítico. Una de las principales consecuencias del uso insuficiente de las PDRO es la gran brecha en la detección de la farmacorresistencia. La presente Norma de la OMS: Acceso universal a las pruebas de diagnóstico rápido de la tuberculosis se basa en las directrices de la OMS y en el manual operativo conexo
more
About one fourth of the world’s population is estimated to have been infected with the tuberculosis (TB) bacilli, and about 5–10% of those infected develop TB disease in their lifetime. The risk
...
for TB disease after infection depends on several factors, the most important being the person’s immunological status. TB preventive treatment (TPT) given to people at highest risk of progressing from TB infection to disease remains a critical element to achieve the global targets of the End TB Strategy, as reiterated by the second UN High Level Meeting on TB in 2023. Delivering TPT effectively and safely necessitates a programmatic approach to implement a comprehensive package of interventions along a cascade of care: identifying individuals at highest risk, screening for TB and ruling out TB disease, testing for TB infection, and choosing the preventive treatment option that is best suited to an individual, managing adverse events, supporting medication adherence and monitoring programmatic performance
more
Guidelines for the Prevention of Tuberculosis in Health Care Facilities in Resource-limited Settings
These guidelines are designed for settings with limited resources to provide inexpensive and effective control strategies for prevention of TB transmission in health care workers (HCW).
Guidelines for the prevention, care and treatment of persons with chronic hepatitis B infection
recommended
The recommendations in these guidelines promote the use of simple, non-invasive diagnostic tests to assess the stage of liver disease and eligibility for treatment; prioritize treatment for those with most advanced liver disease and at greatest risk
...
of mortality; and recommend the preferred use of nucleos(t)ide analogues with a high barrier to drug resistance (tenofovir and entecavir, and entecavir in children aged 2–11 years) for first- and second-line treatment. Recommendations for the treatment of HBV/HIV-coinfected persons are based on the WHO 2013 Consolidated guidelines on the use of antiretroviral drugs for treating and preventing HIV infection, which will be updated in 2015.
more
This regional advocacy strategy on HIV and AIDS, tuberculosis (TB) and sexually transmitted infetions (STIs) is intended for use by Southern African Development Community (SADC) Member States at a national level. This is an overall advocacy strategy
...
highlighting the most important issues relating to HIV and AIDS, TB and STIs in the Southern African region. It provides a broad advocacy framework for each of the issues identied, along with key targets, messages, and interventions
more
This handbook builds on lessons learned from surveys implemented 2015-2017 and advice provided by the Global task force on TB patient cost surveys. It provides a standardized methodology for conducting health facility-based cross-sectional surveys t
...
o assess the direct and indirect costs incurred by TB patients and their households. In addition, it provides recommendations on results dissemination, engaging across sectors in policy dialogue and enabling action and related research for effective modifications in care delivery models, in patient support, and wider cross-sectoral interventions.
more
Latent Tuberculosis Infection : Updated and consolidated guidelines for programmatic management
recommended
The consolidated guidelines are expected to provide the basis and rationale for the development of national guidelines for LTBI management, adapted to the national and local epidemiology of TB, the availability of resources, the health infrastructur
...
e and other national and local determinants. The guidelines are to be used primarily in national TB and HIV control programmes, or their equivalents in ministries of health, and for other policy-makers working on TB and HIV and infectious diseases. They are also appropriate for officials in other line ministries with work in the areas of health.
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This report presents an overview of the transition process in Azerbaijan, some sustainability aspects and challenges stemming from donor withdrawal from TB-related activities, along with recommendations on how to overcome transition-related difficu
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lties and ensure sustainability.
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