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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 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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A comprehensive guide to integrating drones into medical supply chains, taking into account cost and effectiveness
A Booklet on Women and HIV/AIDS for Auxiliary Nurse Midwives (ANMs) Accredited Social Health Activists (ASHAs) Anganwadi Workers (AWWs) and Members of Self-help Groups (SHGs)
Version 2
Version 2
MSF الإرشادات السريرية. دليل التشخيص والعلاج
recommended
Clinical Guidelines. Diagnosis and Treatment Manual.
This manual was developed based on the recommendations of a global technical consultation on child health in humanitarian emergencies co-organized by WHO and UNICEF at the end of 2003. WHO in collaboration with the Centre for Refugee and Disaster Response, Bloomberg School of Public Health, Johns Ho
...
pkins University undertook a systematic review in 2004. It demonstrated that existing guidelines, including The Integrated Management of Childhood Illness (IMCI), do not cover all priority conditions in emergencies. The objective of this manual is to provide comprehensive guidance on child care in emergencies.
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Pocket book of hospital care for children
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Guidelines for the Management of common childhood Illness. 2nd edition
These guidelines focus on the management of the major causes of childhood mortality in most developing countries, such as newborn problems, pneumonia, diarrhoea, malaria, meningitis, septicaemia, measles and related conditions,
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severe acute malnutrition and paediatric HIV/AIDS. It also covers common procedures, patient monitoring and supportive care on the wards and some common surgical conditions that can be managed in small hospitals.
A smart phone and tablet application is available from the Apple or Google Play Store.
Special attention is drawn to the following sections, which are particulary relevant within the COVID-19 context:
Chapter 4: information on cough and difficulty in breathing, pneumonia and bronchiolitis;
Chapter 10: information on essential supportive care including feeding, fluid and oxygen provision;
Annex 1: information on related practical procedures.
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