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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 Af
...
rica, 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.
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Revision for Field Review
Online version of the manual: https://iawgfieldmanual.com/manual
A new version will be published in March 2021
The guidance aspires
• To emphasize the 'need' to mainstream disaster risk reduction (DRR) in the health sector initiatives.
• To identify key approaches for mainstreaming DRR in the health ... sector in Myanmar, particularly in rural areas, based on the good practices, innovative approaches and lessons learned of Government, UN agencies, NGOs and others involved in the Cyclone Nargis recovery.
• Identify key ‘vulnerabilities and opportunities’ for creating a ‘safer health system’ in Myanmar.
No publication year indicated. more
• To emphasize the 'need' to mainstream disaster risk reduction (DRR) in the health sector initiatives.
• To identify key approaches for mainstreaming DRR in the health ... sector in Myanmar, particularly in rural areas, based on the good practices, innovative approaches and lessons learned of Government, UN agencies, NGOs and others involved in the Cyclone Nargis recovery.
• Identify key ‘vulnerabilities and opportunities’ for creating a ‘safer health system’ in Myanmar.
No publication year indicated. more
This Toolkit aims to support the understanding and implementation of integrated mental health programs in humanitarian settings. It provides a framework for essential steps and components, with associated key guidance and resources, that strengthen
...
the integration process, and is primarily intended for (1) implementing agencies, but may also be useful for (2) donors, and (3) government actors. Users can access the three steps & three cross cutting components relevant to current program needs, or stages of programming.
Accessed August 7, 2019
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Tracking official development assistance for reproductive health in conflict-affected countries: 2002—2011
Patel P.; Dahab M.; Tanabe M. et al.
BJOG An International Journal of Obstetics and Gynaecology
(2016)
CC
To provide information on trends on official development assistance (ODA) disbursement patterns for
reproductive health activities in 18 conflict-affected countries
COTS (Cholera Outbreak Training and Shigellosis) Program Health Promotion Worker Pocket Card
recommended
The COTS Cholera Outbreak Training and Shigellosis Program Pocket Card provides essential guidelines for health promotion workers to prevent and manage cholera and shigellosis outbreaks. It emphasizes proper sanitation, hygiene practices, safe water
...
handling, and food safety as the primary methods for disease control. Key recommendations include handwashing, disinfecting water with chlorine, using latrines, and ensuring safe food preparation. The document also outlines hospital policies, waste disposal procedures, and safety measures for healthcare workers dealing with diarrheal diseases. Additionally, it provides dehydration assessment guidelines, treatment protocols using Oral Rehydration Solution (ORS) and IV fluids, and appropriate antibiotic treatments for both cholera and shigellosis. The goal is to equip healthcare workers with quick-reference tools to effectively contain outbreaks and prevent further transmission.
more
Functionality and sustainability of community latrines under the health urban programme
Ahsan, T., Islam, S. and Ryan, P.
Water Aid and IRC International Water and Sanitation Centre
(2008)
In: Beyond construction : use by all : a collection of case studies from sanitation and hygiene promotion practitioners in South Asia. Chapter 2
Recommendations of the Healthcare Infection Control Practices Advisory Committee and the HICPAC/SHEA/APIC/IDSA Hand Hygiene Task Force
A review of current literature and up date data from the field, April 2015.
This report has been published in part in J Hosp Inf. 2015;90:1-9.
http://www.ncbi.nlm.nih.gov/pubmed/?term=ebola+nosocomial+shears
A case study of the Essential Health Care Package in Swaziland
Magagula, Samuel V.
Regional Network for Equity in Health in east and southern Africa (EQUINET)
(2017)
C1
Regional Network for Equity in Health in east and southern Africa (EQUINET): Disussion Paper 112
The Essential Health Benefit (EHB) is known as Essential ... Health Care Package (EHCP) in Swaziland. This desk review provides evidence on the experience of EHCPs in Swaziland and includes available policy documents and research reports. more
The Essential Health Benefit (EHB) is known as Essential ... Health Care Package (EHCP) in Swaziland. This desk review provides evidence on the experience of EHCPs in Swaziland and includes available policy documents and research reports. more
A case study of the Essential Health Benefit in Tanzania mainland
Todd G.; Nswilla A.; Kisanga O.; Mamdani M.
Regional Network for Equity in Health in east and southern Africa (EQUINET)
(2017)
C1
Regional Network for Equity in Health in east and southern Africa (EQUINET): Disussion Paper 109
This report describes the evolution of mainland Tanzania’s EHB; the motivations for developing the EHBs, the methods used to develop, define and ... cost them; how it is being disseminated, communicated, and used; and the facilitators (and barriers) to its development, uptake or use. Findings presented in this report are from three stages of analysis: literature review, key informant perspectives and a national consultative meeting. more
This report describes the evolution of mainland Tanzania’s EHB; the motivations for developing the EHBs, the methods used to develop, define and ... cost them; how it is being disseminated, communicated, and used; and the facilitators (and barriers) to its development, uptake or use. Findings presented in this report are from three stages of analysis: literature review, key informant perspectives and a national consultative meeting. more
This bi-weekly brief details the latest developments in scientific knowledge and public health policy from around the world as well as updates to the COVID-19-related guidance from Africa CDC, WHO and other public
...
health agencies.
more