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Publication Years
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Toolboxes
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1
The paper “Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities” examines how artificial intelligence (AI) can improve public health systems across Africa, particularly in low-resource settings. It explores how machine learning and other AI techniques
...
are being used for disease detection, outbreak prediction, real-time surveillance, and health resource management.
The authors focus on major public health challenges such as HIV, cholera, Ebola, measles, tuberculosis, malaria, COVID-19, and mental health. Through numerous case studies, the paper shows that AI can enhance the accuracy and speed of disease detection, predict outbreaks more effectively than traditional methods, support vaccination strategies, and optimize healthcare resource allocation. At the same time, it discusses important barriers to implementation, including limited data quality, infrastructure constraints, ethical concerns, and shortages of technical expertise.
Overall, the paper highlights AI’s strong potential to strengthen disease surveillance and health outcomes in Africa while emphasizing the need for careful integration, improved data systems, and supportive policy frameworks.
more
The WHO publication “Surveillance, case investigation and contact tracing for mpox: interim guidance” provides updated global technical guidance on monitoring and responding to mpox (formerly known as monkeypox). It explains how countries should conduct surveillance to detect new outbreaks, car
...
ry out case investigation including clinical assessment and lab specimen collection, and perform contact tracing to monitor people exposed to confirmed or probable cases in order to stop transmission and protect at-risk groups. The guidance includes practical recommendations for how long contacts should be monitored (e.g., daily for 21 days without requiring quarantine if symptom-free) and advising good hygiene and reduced exposure risk during the monitoring period. This interim guidance is intended to support public health authorities worldwide in strengthening mpox outbreak detection, response, and reporting.
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
It provides comprehensive guidance for logistics planners in humanitarian responses to pandemics, covering preparedness, response strategies, assessment methodologies, and operational planning.
Traitements contre la maladie à virus Ebola
recommended
Cette première version des orientations evolutives relatives a la prise en charge clinique de la MVE contient quatre nouvelles recommandations concernant l’utilisation de traitements contre la MVE, y compris deux recommandations fortes en faveur de l’utilisation de thérapies à base d’antico
...
rps monoclonaux. Ce nouveau document est rédigé en vue d’accompagner des soins de support optimisés (oSoC) pour les procédures opérationnelles standards appliquees a la MVE (5, 6). Les orientations evolutives presentent des preuves de haute qualité concernant l’efficacite des traitements contre la MVE et les recommandations de l’OMS relatives leur utilisation.
more
Ce document présente des recommandations sur les soins cliniques et le dépistage du virus chez les survivants de la maladie à virus Ebola. Il s'adresse principalement aux professionnels de santé qui dispensent des soins primaires aux personnes ayant survécu.
Table des matières
... 1. Introduction
2. Planifier le suivi d'un survivant
3. Séquelles courantes de la maladie à virus Ebola et recommandations pour l’évaluation et la prise en charge
4. Considérations pour les populations spéciales
5. Surveillance de l’infection due à la persistance du virus Ebola chez les survivants
6. Considérations sur la prévention et le contrôle de l’infection chez les survivants
7. Considérations relatives à la communication des risques more
Table des matières
... 1. Introduction
2. Planifier le suivi d'un survivant
3. Séquelles courantes de la maladie à virus Ebola et recommandations pour l’évaluation et la prise en charge
4. Considérations pour les populations spéciales
5. Surveillance de l’infection due à la persistance du virus Ebola chez les survivants
6. Considérations sur la prévention et le contrôle de l’infection chez les survivants
7. Considérations relatives à la communication des risques more
This guidance should be followed if an unlicensed medicine is prepared in
a registered pharmacy. The preparation of an unlicensed medicine (for
example unlicensed methadone, or menthol in aqueous cream) in a pharmacy is called ‘extemporaneous preparation’.
The guidance should be read alon
...
gside the standards for registered pharmacies. These aim to create and maintain the right
environment, both organizational and physical, for the safe and effective practice of pharmacy.
By following this guidance, the pharmacy will:
• demonstrate that it meets our standards, and
• provide assurances that the health, safetyand wellbeing of patients and the public are safeguarded
Responsibility for making sure this guidance is followed lies with the pharmacy owner. If the registered pharmacy is owned by a ‘body
corporate’, the directors have responsibility.
Those responsible for the overall safe running of the pharmacy need to take into account the nature of the pharmacy and the range of services
already provided and, most importantly, the needs of patients and members of the public.
more
This manual provides a framework for morbidity management and disability prevention of patients affected by NIDs and gives specific guidance for the proper care of patients suffering from chronic conditions caused by lymphatic filariasis, leprosy, trachoma, and Chagas disease. It is intended to be u
...
sed mainly by health care workers at the primary health care level, but health workers at more complex and specialized levels may also find it useful.
more
Guidance for health care workers.
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
Algorithm for COVID-19 triage and referral
recommended
Efficient triage of patients with COVID-19 at all health facility levels (primary, secondary and tertiary) will help the national response planning and case management system cope with patient influx, direct necessary medical resources to efficiently support the critically ill and protect the safety
...
of health-care workers. The objective of this algorithm is to give overall guidance for the triage and referral of symptomatic COVID-19 patients. Intended for use by ministries of health, hospital administrators and health workers involved in response planning for COVID-19 and/or patient triage, management and referral, this algorithm provides a general framework to be adapted to local health systems in countries.
more
Model Chapter for textbooks for medical students and allied health professionals
The purpose of the situation assessment was to execute a situation analysis for Autism and Neurodevelopment Disorder (NDD) in Bangladesh. The situation assessment covers the following areas: a review of the scale and prevalence of NDD with trends of the disorder in the recent past in Bangladesh (see
...
page 17); estimation of likely disease burden in the near future (see page 27); assessment of the social response to NDD in Bangladesh (see page 67); overview of the support and services required by persons with NDD (see page 79); an inventory of service providers working with NDD in Bangladesh (see page 85); an assessment of the adequacy of the existing services and support available for addressing NDD in country (see page 97); an overview of the role and preparedness of MOHFW and other stakeholders in addressing NDD in Bangladesh (see page 108); recommendations for monitoring, supervision and reporting mechanisms for NDD services at the national level (see page 167); and recommended key activities that should be undertaken by the Health and other relevant ministries in the short and medium term (see page 167).
more
The message contained in this publication is clear: countries need a
public health system that can respond to the deliberate release of
chemical and biological agents. Regrettable though this message may
be, the use of poison gas in the war between Iraq and the Islamic
Republic of Iran in the 19
...
80s, the recent anthrax incidents in the United
States, and the attack with sarin nerve agent, six years earlier, on the
Tokyo underground, illustrate why it is necessary to prepare.
Russian and Japanese version available:
more
