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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 exp
...
lores 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
This EISF Briefing Paper seeks to outline the requirements of crisis management structures, providing a general guideline of crisis management planning, Crisis Management Teams (CMTs) and post-crisis follow-up. It is followed by the May 2010 EISF B
...
riefing Paper, Abduction Management, that will focus on the management of abductions and kidnappings, a particular form of crisis requiring an especially tailoured response. The two papers seek to act as tools by which agencies can review and strengthen their crisis management mechanisms, so ensuring effective responses to critical incidents.
more
Submitted to the US Agency for International Development by the Systems for Improved Access to Pharmaceuticals and Services (SIAPS) Program. Arlington, VA: Management Sciences for Health. Submitted to the United Nations Children’s Fund by JSI, Arlington, VA: JSI Research & Training Institute, Inc.
...
This guide will assist program managers, service providers, and technical experts when conducting a quantification of commodity needs for the 13 reproductive, maternal, newborn, and child health commodities prioritized by the UN Commission on Life-Saving Commodities for Women and Children. This quantification supplement should be used with the main guide—Quantification of Health Commodities: A Guide to Forecasting and Supply Planning for Procurement. * This supplement describes the steps in forecasting consumption of these supplies when consumption and service data are not available; after which, to complete the quantification, the users should refer to the main quantification guide for the supply planning step.
more
This guide provides strategic direction for host countries, event organizers, health authorities, and key stakeholders to effectively plan and conduct Simulation Exercises (SimEx) and After Action Reviews (AARs) for mass gathering events. Packed with practical tools, it empowers users to seamlessly
...
integrate these activities into ongoing learning and emergency risk management processes. Aligned with the International Health Regulations (IHR, 2005), the guide serves as a critical resource for strengthening global and national health resilience, ensuring safer and more prepared mass gatherings.
more
This guide is intended to assist
state, local, and tribal public health
professionals in the initiation of
response activities during the
first 24 hours of an emergency
or disaster. It should be used in
conjunction with existin
...
g emergency
operations plans, procedures,
guidelines, resources, assets, and
incident management systems. It
is not a substitute for public health
emergency preparedness and
planning activities. The response to
any emergency or disaster must be
a coordinated community effort.
more
Specific action sheets offer useful guidance on mental health and psychosocial support and cover the following areas coordination assessment monitoring and evaluation protection and human rights standards human resources community mobilisation and support health services education dissemination of i
...
nformation food security and nutrition shelter and site planning and water and sanitationthe guidelines include a matrix with guidance for emergency planning actions to be taken in the early stages of an emergency and comprehensive responses needed in the recovery and rehabilitation phases
more
Humanitarian emergencies result in a breakdown of critical health-care services and often make vulnerable communities dependent on external agencies for care. In resource-constrained settings, this may occur against a backdrop of extreme poverty, ma
...
lnutrition, insecurity, low literacy and poor infrastructure. Under these circumstances, providing food, water and shelter and limiting communicable disease outbreaks become primary concerns. Where effective and safe vaccines are available to mitigate the risk of disease outbreaks, their potential deployment is a key consideration in meeting emergency health needs. Ethical considerations are crucial when deciding on vaccine deployment. Allocation of vaccines in short supply, target groups, delivery strategies, surveillance and research during acute humanitarian emergencies all involve ethical considerations that often arise from the tension between individual and common good. The authors lay out the ethical issues that policy-makers need to bear in mind when considering the deployment of mass vaccination during humanitarian emergencies, including beneficence (duty of care and the rule of rescue), non-maleficence, autonomy and consent, and distributive and procedural justice
more
Building Bridges: A Manual on Including People with Disabilities in International Exchange Programs
Susan Sygall & Cindy Lewis
Mobility International USANational Clearinghouse on Disability and Exchange
(2006)
C2
This comprehensive manual features practical suggestions and creative ideas for including, recruiting and accommodating people with disabilities in international exchange programs. Building Bridges also addresses cross-cultural issues and international service projects. Includes an extensive
...
resource section. Find each chapter in FREE downloadable PDF and RTF formats
more
A public health emergency operations centre (EOC) is a central location for coordinating operational information and resources for strategic management of pugencies and events. EOCs provide communication and information tools and services blic health emer-
and a management system during a response
...
to an emergency or event. This report lays out components and characteristics of an emergency operations plan, providing a suggested structure for plans and procedures. The planning process, and that of coducting a hazard analysis or needs assessment, are also discussed as key steps
more
The manual is written for clinicians working at the district hospital (first-level referral care) who diagnose and manage sick adolescents and adults in resource constrained settings. It aims to support clinical reasoning, and to provide an effectiv
...
e clinical approach and protocols for the management of common and serious or potentially life-threatening conditions at district hospitals. The target audience thus includes doctors, clinical officers, health officers, and senior nurse practitioners. It has been designed to be applicable in both high and low HIV prevalence settings.
Volume 2 provides a symptom-based approach to clinical care for acute and subacute conditions (including mental health). It provides short summaries of the management of diseases that affect multiple systems of the body, focusing on communicable diseases. It also includes the chronic or long-term management of HIV, TB, alcohol, and substance use disorders.
more
This SOP guides AFRO management, incident responders, and the Support for Health Operations Centre (SHOC) on managing public health events, detailing processes from event detection and risk assessment to resource mobilization and communication betwe
...
en country offices, the Regional Office, and WHO Headquarters
more
This guide provides practical, step-by-step guidance on how to organize, implement, and monitor community-based care for DR TB. It is equally useful for program planning or supervision. The target audience for this guide is TB Program Managers, gove
...
rnments, policy makers, nongovernmental organizations (NGOs), donors and TB advocates.
This guide does not replace other guidelines and documents that contain important medical information, such as Guidelines for the Programmatic Management of Drug-resistant TB (WHO, 2008 and 2011 updates), and Management of MDR-TB: A Field Guide (WHO, 2009).
more
A book of methods, aids, and ideas for instructors at the village level
An indispensable resource for health educators, this book provides hundreds of methods, aids, and learning strategies to make health education engaging and effective, encourag
...
ing community involvement through participatory education.
You can download chapter by chapter free of charge
The previous version (2005) is freely available here
more
Camps is intended to help address the absence of public and standardized training resources for those seeking to use high resolution satellite imagery in support of refugee/IDP assistance operations. Students, general audiences, and volunteers studying and analyzing satellite imagery of displaced po
...
pulation camps may find this training resource beneficial.
more
This Guide provides practical guidance for governments regarding how to effectively communicate with communities during the recovery phase following an emergency. It explains how to identify communication needs, and presents “best fit” communication methods and strategies to deploy to support Di
...
saster Recovery Frameworks (DRF) and recovery strategies.
The Guide is divided into six sections, as follows:
SECTION 1 Good Practice Principles for Effective Communication
SECTION 2 Barriers to Effective Communication
SECTION 3 How to Identify Communication Needs during Recovery
SECTION 4 Communication Methods for Recovery Planning and Operations
SECTION 5 Developing a Communication Plan
SECTION 6 Key Take-away Messages
more
The new guidelines provide public health guidance on pharmacological agents for managing hyperglycaemia in type 1 and type 2 diabetes for use in primary health-care in low-resource settings. These guidelines update the recommendations for managing h
...
yperglycaemia in the WHO Package of Essential NCD Interventions (WHO PEN) for primary care in low-resources settings, reviewing several newer oral agents as second- and third-line treatment: dipeptidyl peptidase-4 inhibitors, sodium-glucose co-transporter 2 inhibitors and thiazolidinediones. The guidelines also present recommendations on the selection of type of insulin (analogue versus human insulin) for adults with type 1 and type 2 diabetes.
more
The Cost of Security Risk Management for NGOs explores the costs related to safety and security management for aid programmes. It aims to assist all aid practitioners to determine their risk management expenditure more accurately, and demonstrate an evidence-based approach when presenting this infor
...
mation to donors.
The paper will be particularly relevant to those responsible for programme planning and management, donor proposal writing, as well as safety and security risk management.
more
These WHO guidelines which were updated in 2018, are valid for any country and suitable to local adaptations, and take account of the strength of available scientific evidence, the cost and resource implications, and patient values and preferences.
...
The 2018 edition of the guidelines includes the revision of the recommendation regarding the use of 80% fraction of inspired oxygen (high FiO2) in surgical patients under general anaesthesia with tracheal intubation and the update of the section on implementation. Between 2017 and 2018, WHO re-assessed the evidence on the use of high FiO2 by updating the systematic review related to the effectiveness of this intervention to reduce SSI and commissioning an independent systematic review on adverse events potentially associated with it. Based on the updated evidence, the GDG decided to revise the strength of the recommendation from strong to conditional.
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
