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Toolboxes
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Topics in Antiviral Medicine, volume 33 Issue 2 May 2025
National Policy
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 NIAID Pandemic Preparedness Plan describes the strategy of the National Institute of Allergy and Infectious Diseases (NIAID) to strengthen research and development for future pandemic threats. The plan focuses on identifying and studying viruses with the potential to cause epidemics or pandemics
...
and developing medical countermeasures such as vaccines, therapeutics and diagnostics. A key concept is the research on “prototype pathogens,” which represent virus families that may cause future outbreaks, allowing scientists to prepare tools and knowledge in advance. The document also outlines the importance of surveillance, epidemiological research, technological innovation, clinical trials and international collaboration to enable a faster and more effective response to emerging infectious diseases. Overall, the plan aims to improve scientific preparedness so that new health threats can be detected earlier and controlled more rapidly.
more
Program implementation orientation and training Day 1
The Gulf CDC Technical Guide for Rapid Risk Assessments of Acute Public Health Events provides a structured, multi-sectoral approach to evaluate and manage public health threats in Gulf Cooperation Council (GCC) countries. It focuses on rapid, evidence-based assessments (within 2-5 days) to determin
...
e risk levels, propose control measures, and guide communications
more
The Marburg Virus Disease (MVD) Response Plan outlines Tanzania’s national strategy for responding to a Marburg virus outbreak declared in the Kagera Region in January 2025. The document describes the current epidemiological situation, assesses the risks posed by the outbreak, and sets strategic o
...
bjectives to contain the disease and prevent further transmission. It details response measures across multiple sectors, including surveillance, laboratory testing, case management, infection prevention and control, risk communication, logistics, and community engagement. Furthermore, the plan defines coordination mechanisms, operational procedures, monitoring indicators, and the financial resources required to implement the response. Overall, the plan serves as a comprehensive framework to guide national and international stakeholders in controlling the outbreak and protecting public health.
more
WHO practical guidelines. 2nd edition
Report of a World Health Organization and International Diabetes Federation meeting
Guidelines for the Prevention of Tuberculosis in Health Care Facilities in Resource-limited Settings
These guidelines are designed for settings with limited resources to provide inexpensive and effective control strategies for prevention of TB transmission in health care workers (HCW).
National Guidelines For the Management of HIV and AIDS
recommended
Ministry of Health and Social Welfare, Tanzania
Ministry of Health and Social Welfare, Tanzania
(2015)
CC
5th edition.
WHO GUIDELINES REVIEW COMMITTEE
Please download the latest report from the official website:
http://www.nacp.go.tz/site/publications/epidemiology-and-research-coordination
The purpose of this pocketbook is to provide clear guidance on current best management practices for VHF across health-care facilities
The main aim of this assessment was to evaluate the PSS response of URCS to these VHF, against the needs of beneficiaries and communities focused on the areas of most ‘added value’ of the URCS; community engagement mobilisation and support, documenting any unintended outcomes and best practice r
...
elated to the operation.
more
Revised WHO classification and treatment of childhood pneumonia at health facilities
World Health Organization
(2014)
The revised guidelines present two major changes to existing guidelines: (A) there are now just 2 categories of pneumonia instead of 3 (“pneumonia” which is treated at home with oral amoxicillin and “severe pneumonia” which requires injectable antibiotics) and (B) oral amoxicillin replaces o
...
ral cotrimoxazole as first line treatment, preferably in 250mg dispersible tablet form, twice daily for five days which can be reduced to three days in low HIV settings.
more
PLoS One. 2012; 7(4): e29656.
Published online 2012 Apr 20. doi: 10.1371/journal.pone.0029656
This helpdesk report seeks to establish what lessons have been learnt from the current and previous Ebola outbreaks. It recommends good practice and makes suggestions based on the evidence for good practice and preparedness to reduce transmission and prevent further risk and exposure in affected cou
...
ntries.
more
