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Conflict, in its active or latent forms, is everywhere. The COVID-19 pandemic has demonstrated that public health emergencies can strike any country at any time. Given the universality of
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The paper “Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities” examines how artificial intelligen
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ce (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.
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This SOP guides AFRO management, incident responders, and the Support for Health Operations Centre (SHOC) on managing public
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health events, detailing processes from event detection and risk assessment to resource mobilization and communication between country offices, the Regional Office, and WHO Headquarters
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COVID-19: Training slides based on guidelines for case-finding, diagnosis, management and public health response in South Africa
Centre for Respiratory Diseases and Meningitis and Outbreak Response
National Department of Health, South Africa
(2020)
C2
Outline
• Welcome and objectives
• Microbiology, epidemiology and clinical presentation
• Surveillance for imported cases including case definitions
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on prevention and hospital readiness
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The report reviews progress with the task of planning and implementing measures necessary to secure a completely polio-free world. It also examines actions aimed at ensuring successful transfer of p
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olio assets, innovations developed and lessons learned to countries’ public health programmes and other global health priorities
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The COVID-19 pandemic has had an unprecedented impact on health care systems that, in many instances, worsened the already existing assistance gaps. When it comes to Latin America and Central Americ
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a, this challenge adds to the consequences mass mobilizations have had in recent years, which have exceeded the national capacities to provide prompt assistance and social protection, particularly in the health care field. This pandemic has a direct impact on people on the move since the movement restriction policies and the lockdown and social distancing measures have reduced their ability to insert themselves into economic activities that were already precarious in many cases. Consequently, they have less access to food, housing, medicines and other essential consumer goods, and fewer possibilities of getting to their countries of destinati
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In the light of the transmissibility of coronaviruses, and the global experience with MERS-CoV (ongoing) and SARS in 2003 which were also caused by coronaviruses, South African authorities have comp
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iled this guideline document to support surveillance, case finding, diagnosis, management and public health responses to cases under investigation.
*Please note*
The interim guidelines are based on what is currently known about the Coronavirus Disease 2019 (COVID-19). The National Department of Health (NDOH) and National Institute for Communicable Diseases will update these interim guidelines as needed and as additional information becomes available.
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Civil disorder, authority credibility and public health: Chile’s unique sociopolitical
context in dealing with COVID-19.
COVID-19: Guidelines for case-finding, diagnosis, management and public health response in South Africa
recommended
Bham A., J. Bhiman, F. Bongweni et al.
Centre for Respiratory Diseases and Meningitis and Outbreak Response
(2020)
C2
The information contained in this document, be it guidelines, recommendations, diagnostic algorithms or treatment regimens, are offered in this document in the public interest. To the best of the knowledge of the guideline writing team, the informat
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ion contained in these guidelines is correct. Implementation of any aspect of these guidelines remains the responsibility of the implementing agency in so far as public health liability resides, or the responsibility of the individual clinician in the case of diagnosis or treatment.
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Internews’ Rooted In Trust (RiT) Project tracks COVID-19-related rumors circulating among social media users and vulnerable communities in Mali, as well as other countries around the globe. The ru
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To its credit, Chile has implemented a highly successful vaccine program and taken a number of other important public health
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This UNHCR guidance note provides comprehensive recommendations for the prevention and control of malaria in refugee settings worldwide. Aligned with the WHO Global Technical Strategy for Malaria, it outlines strategies to ensure access to effective
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prevention, diagnosis and treatment, implement sustainable transmission reduction measures and strengthen surveillance systems. The document is intended as a practical resource for humanitarian actors, public health officials and partners involved in planning and implementing malaria programmes in refugee operations, with the aim of reducing malaria-related morbidity and mortality among vulnerable populations.
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Accessed: 27.04.2020
Leaving no one behind in the Covid-19 Pandemic: a call for urgent global action to include migrants & refugees in the Covid-19 response
People on the move, whether they are economic migrants or forcibly displaced persons such asylum seekers, refugees,
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and internally displaced persons (hereafter called migrants & refugees), should be explicitly included in the responses to the coronavirus disease 2019 pandemic. This global public health emergency brings into focus, and may exacerbate, the barriers to healthcare these populations face. Many migrant & refugee populations live in conditions where physical distancing and recommended hygiene measures are particularly challenging. The Covid-19 pandemic reveals the extent of marginalisation migrant & refugee populations face. From an enlightened self-interest perspective, the Covid-19 disease outbreak control measures will only be successful if all populations are included in the response. It is counter- productive to exclude migrant & refugee populations from the preparedness and response to the Covid-19 pandemic.
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COVID Response and Containment Measures - Training of ANM, ASHA, AWW
Ministry of Health & Family Welfare Government of India; National Health Mission
Ministry of Health & Family Welfare Government of India; National Health Mission
(2020)
C2
Accessed: 20.04.2020
