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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
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 manual describes methods for investigating clusters or outbreaks that may be of chemical origin and describes the importance of a structured, coordinated, collaborative multidisciplinary, multi-agency approach at local, regional, national and international levels.
This report is documenting the global incidence of attacks and threats against health workers, facilities, and transport around the world. The report cites 806 incidents of violence against or obstruction of health care in 43 countries and territories in ongoing wars and violent conflicts in 2020, r
...
anging from the bombing of hospitals in Yemen to the abduction of doctors in Nigeria. Attacks -- including killings, kidnappings, and sexual assaults, as well as destruction and damage of health facilities and transports -- compounded the threats to health in every country as health systems struggled to prepare for and respond to the outbreak of the COVID-19 pandemic.
more
The uneven distribution of HIV risks and burdens across populations is a well-substantiated fact, though seldom publicly acknowledged. Gay men and other men who have sex with men, people who inject drugs, sex workers, and transgender women are 24, 24, 13.5, and 49 times more likely to acquire HIV,
...
respectively, than other reproductive aged adults (15 years old and older). Globally, new infections among these key populations account for 45% of all new HIV infections. This figure is likely to be an underestimate, given the intense stigma associated with disclosing and reporting acquisition risks for HIV among gay men, people who use drugs, sex workers, and transgender people. In addition, HIV epidemics in the majority of low- and middle-income countries (90 of 120) have concentrated epidemics among key populations. In countries with more broadly generalized epidemics, risks are still not evenly distributed and key populations still shoulder disease burden that is markedly disproportionate.
more
The Border Consortium (TBC) developed a comprehensive Training of Trainers Nutrition Curriculum which includes 12 Modules (6 Basic and 6 Advanced topics). The Manual provides trainers with standardized methods and content to deliver nutrition training.
Original file: 25 MB
Original file: 25 MB
The module is currently available in English, French, Nepali, Portuguese, Russian, and Spanish
A practical handbook. This Health Cluster Guide (2nd edition, 2020) provides practical advice on how WHO, Health Cluster Coordinators and partners can work together during a humanitarian crisis to achieve the aims of reducing avoidable mortality, morbidity and disability, and restoring the delivery
...
of and equitable access to preventive and curative health care.
It highlights key principles of humanitarian health action and how coordination and joint efforts among health and other sector actors can increase the effectiveness and efficiency of health interventions and promote better health outcomes. It draws on Inter-Agency Standing Committee and other expert guidance and includes lessons from field experience in acute and protracted crises.
The coordination principles and practice presented in Health Cluster Guide are equally valid for coordinators and members of health sector groups that seek to achieve effective health action in countries where the cluster approach has not been formally adopted.
more
Essential Surgical Skills with special emphasis on Emergency Maternal & Child Health
Childhealth Advocacy International, Advanced Life Support Group
Advanced Life Support Group, Childhealth Advocacy International
(2007)
C1
The Practical Approach to Emergencies in the Pregnant Mother, Newborn infant and Child. Provder Manual
It is our hope and prayer that the guidance and multiple tools provided herein to manage
the entire lifecycle of a food security program are useful to our food security staff, our
local partners, and our fellow international Cooperating Sponsors throughout the world.
A manual for physicians and other senior health workers. This fourth revision of the manual reflects recent clinical experience and research findings in diarrhoea case management. Compared to earlier versions, it includes revised guidelines on the management of children with acute diarrhoea using th
...
e new reduced (low) osmolarity ORS formulation and using zinc supplements, which have been shown to reduce duration and severity of diarrhoeal episodes, and revised guidelines for the management of bloody diarrhoea. Guidelines in the manual are based on the revised WHO chart that are included at the end of this document.
more
Pocket book of hospital care for children
recommended
Guidelines for the Management of common childhood Illness. 2nd edition
These guidelines focus on the management of the major causes of childhood mortality in most developing countries, such as newborn problems, pneumonia, diarrhoea, malaria, meningitis, septicaemia, measles and related conditions,
...
severe acute malnutrition and paediatric HIV/AIDS. It also covers common procedures, patient monitoring and supportive care on the wards and some common surgical conditions that can be managed in small hospitals.
A smart phone and tablet application is available from the Apple or Google Play Store.
Special attention is drawn to the following sections, which are particulary relevant within the COVID-19 context:
Chapter 4: information on cough and difficulty in breathing, pneumonia and bronchiolitis;
Chapter 10: information on essential supportive care including feeding, fluid and oxygen provision;
Annex 1: information on related practical procedures.
more
The Manual for Participants is primarily meant for the participants of a 3 and a half day training course in Emergency Triage, Assessment and Treatment.
Developing protocols for use with refugees
and internally displaced persons
This selected material from Hesperian's Community Guide to Environmental Health offers 48 pages of information on basic sanitation and hygiene, including instructions on building safe, affordable, environmentally-friendly sanitation systems, as well as learning activities to help communities underst
...
and and prevent sanitation-related health problems. Also available in Spanish and French.
more
A guide for developing a hygiene promotion program to increase handwashing with soap
These guidelines deal specifically with water, sanitation and hygiene, and are designed to be used in schools in low-cost settings in low- and medium-resource countries to:
• assess prevailing situations and plan for required improvements;
• develop and reach essential safety standards as a f
...
irst goal; and
• support the development and application of national policies.
more
