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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
Global consultation report Lyon, France 12-15 December 2023
Medical evacuation in emergencies
recommended
A guidance for medical teams and specialized care teams.
This guidance aims to provide a comprehensive framework for the safe and context-adapted coordination, clinical care, operations support and logistics relevant to governments, national authorities, including ministries of health, civil protec
...
tion and civil defence, national and international Emergency Medical Teams (EMTs), nongovernmental organizations (NGOs), Emergency Medical Services (EMS) and other key stakeholders operating in the medevac space, or wishing to build this kind of capacity. It defines minimum standards and recommendations for the development and classification of respective specialized care teams (SCTs). This is particularly relevant for contexts without pre-existing or functional prehospital or medevac systems, and can support country-level capacity building, regional and sub-regional planning, and the development of SCTs.
more
This document assembles these best practices and provides a resource for the proper management of equipment in the laboratory to ensure accurate, reliable and timely testing, and maintain a high level of laboratory performance. Improved equipment management also lowers repair costs, lengthens instru
...
ment life, reduces interruption of services due to breakdowns and failures, and enables laboratory accreditation and the achievement of high-quality and accessible laboratory services at all levels of healthcare service delivery.
more
Integrated community case management (ICCM) – an approach where community-based health workers are trained to identify, treat and refer children under-five with pneumonia, diarrhoea and malaria – is increasingly being used across sub-Saharan Africa to supplement the gaps in basic healthcare prov
...
ision. ICCM programmes have been endorsed by major international organisations and donors, and many African Ministries of Health as a key strategy for reducing child mortality.
This learning paper describes Malaria Consortium’s approach to and experience of engaging local communities in integrated community case management (ICCM) in Uganda, Zambia and Mozambique.
more
Designed for trainers of health workers, this manual offers skills-building sessions on developing more “male-friendly” health services. Utilizing participatory and experiential activities, the manual examines attitudinal and structural barriers that inhibit men from seeking HIV and AIDS service
...
s (both from the client and the provider perspectives), as well as strategies for overcoming such barriers. The manual is designed for all workers in a health care system—frontline staff, clinicians, and administrative, operational, and outreach workers.
more
Curricula and Educational Materials to
Help Young People Achieve Better Sexual
and Reproductive Health
Meeting of the Neglected Tropical Diseases Strategic and Technical Advisory
Group’s Monitoring and Evaluation Subgroup on Disease-specific Indicators
An interregional meeting on leishmaniasis among neighbouring endemic
countries in the Eastern Mediterranean, African and European regions was organized by the World Health Organization (WHO) Regional Office for the Eastern
Mediterranean in Amman, Jordan, from 23 to 25 September 2018. The meeting w
...
as attended by representatives from the health ministries of Albania, Georgia, Greece, Iran (Islamic Republic of), Iraq, Jordan, Lebanon, Morocco, Pakistan, Saudi Arabia, Sudan, Syrian Arab Republic and Tunisia. Representatives from Afghanistan, Algeria and Libya were unable to attend. The Secretariat comprised staff from WHO headquarters, WHO regional offices in the Eastern Mediterranean, Africa and Europe, WHO country offices in Iraq, Pakistan, Syrian Arab Republic and Yemen, and WHO temporary advisors from Spain and Tunisia.
more
Transforming health: Acclerating the attainment of health goals
This practical manual is designed to support implementation of the World Health Organization (WHO) Guidelines on core components of infection prevention and control programmes at the national level, with special focus on countries with limited resources.
The Guidelines describe what is necessary
...
(that is, recommendations) to effectively improve infection prevention and control (IPC). This practical manual outlines how to do this (that is, how to implement the Guidelines). It focuses on the development of a sustainable action plan informed by the local context to put into operation the Guideline recommendation
more
The 2014-2015 outbreak of Ebola virus disease (EVD) in Liberia resulted in over 10,000 cases and 5,000 deaths. Recognizing the importance of addressing children’s trauma, the Ebola recovery and restoration trust fund (EERTF) funded the implementation of a Comfort for kids (C4K) program which encou
...
rages psychological healing, and promotes resilience in children who have experienced a crisis or disaster. The C4K program in Liberia was implemented between January 2015 and December 2016 in fifteen townships in Montserrado County through a collaboration between Mercy Corps Liberia, the World Bank’s Liberian health task team, and the government of Liberia. C4K primarily centers on the My Story workbook and associated classroom activities, which provide children with the opportunity to express their emotions about their experiences through drawing, writing, and facilitated discussion. C4K also provides capacity building for parents, teachers, and other caretakers on how to identify and more effectively respond to children’s trauma responses and to support their recovery
more
This casebook collects 64 case studies, each of which raises an important and difficult ethical issue connected with planning, reviewing, or conducting health-related research. The book’s purpose is to contribute to thoughtful analysis of these issues by researchers and members of research ethics
...
committees (RECs, known in some places as ethical review committees or institutional review boards), particularly those involved with studies that are conducted or sponsored internationally.
more
The WHO Guidance on community mental health services: Promoting person-centred and rights-based approaches document is part of the WHO Guidance and technical packages on community mental health services set of publications. It provides a detailed description of person-centred and human rights-based
...
approaches in mental health, and summary examples of good practice services around the world. It describes the linkages needed with housing, education, employment and social protection sectors, and presents examples of integrated regional and national networks of community-based mental health services. Specific recommendations and action steps are presented for developing community mental health services that respect human rights and focus on recovery. This comprehensive document is accompanied by a set of seven technical packages focused on specific categories of mental health services and guidance for setting up new services.
The WHO Guidance on community mental health services: Promoting person-centred and rights-based approaches is a set of publications that provides information and support to all stakeholders who wish to develop or transform their mental health system and services to align with international human rights standards including the UN Convention on the Rights of Persons with Disabilities.
more
