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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
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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.
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Kenya: Guidelines on use of antiretroviral drugs for treating and preventing HIV infection
recommended
2018 Edition
Externalizing disorders
Chapter 1.1
Tuberculosis. Practical guide for clinicians, nurses, laboratory technicians and medical auxiliaries
This Tuberculosis guide has been developed jointly by Médecins Sans Frontières and Partners In Health. It aims at providing useful information to the clinicians and health staff for the comprehensive management of tuberculosis. Forms of susceptibl
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e and resistant tuberculosis, tuberculosis in children, and HIV co-infection are all fully addressed.
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The current document provides the background, justification and objectives for the revision of WHO policy on LF-LAM. It provides details on the index test (AlereLAM) being assessed. It also describes the process of evidence retrieval, quality assess
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ment and grading; formulation of the recommendations; and GDG decision-making. Finally, the document presents policy recommendations and related remarks.
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This evaluation report of UNICEF’s Psychosocial Support Response for Syrian Children in Jordan was conducted by
Antares Foundation team (Albertien van der Veen, Reem AbuKishk, Shadi Bushnaq, Orso Muneghina, Reem Rawdha
and Tineke van Pietersom)
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under the supervision of guidance Farhod Kamidov, Monitoring and Evaluation Officer
and Muhammad Rafiq Khan, Child Protection Specialist (CPiE).This is achieved through community-supported child and
adolescent friendly spaces (CFSs)1 and community-based
child protection mechanisms and processes. Currently,
in its fourth year of operation as part of the Syria crisis,
UNICEF considers it an opportune moment to take stock
of the programme’s overall effectiveness to date and in so
doing to inform its future.
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Panel Recommendations
Trainer’s Guide for Management of Sexually Transmitted and Reproductive Tract Infections
National AIDS Control Programme (NACP) & Reproductive and Child Health Section
Ministry of Health and Social Welfare, Tanzania
(2008)
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Accessed 25th March 2015
Children in refugee situations face many potential dangers, such as violence, abuse, exploitation, discrimination, separation from their families, trafficking and military recruitment. The impact of these experiences can be devastating and long-lasting. Children have different needs from adults and
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these needs can only be identified and met if they are approached in a way that is specific to children.
The impact of the COVID-19 global pandemic has exacerbated the dangers faced by children in refugee situations and laid bare the need for their protection and for ensuring that all their human rights are upheld all the time.
The goal of this publication is to share examples of approaches by members of the Initiative that have proven effective for children.
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Guideline: Nutritional care and support for patients with tuberculosis
Maria del Carmen Casanovas, Knut Lönnroth, Luz Maria De-Regil et al
World Health Organization
(2013)
C_WHO
Undernutrition increases the risk of tuberculosis (TB) and in turn TB can lead to malnutrition. Undernutrition is therefore highly prevalent among people with TB. It has been demonstrated that undernutrition is a risk factor for progression from TB
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infection to active TB disease and that undernutrition at the time of diagnosis of active TB is a predictor of increased risk of death and TB relapse. However, the evidence concerning the effect of nutritional supplementation on TB prevention and health outcomes among people with TB had not previously been systematically reviewed. This guideline provides guidance on the principles and recommendations for nutritional care and support of patients with TB as part of their regular TB care
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A Policy Guide for Implementing Essential Interventions for Reproductive, Maternal, Newborn and Child Health (RMNCH)
World Health Organization
(2014)
The Compendium brings together for the first time key consensus-based policy recommendations and guidance to improve the delivery of proven interventions to women and children. The user-friendly format incorporates icons and tabs to present key heal
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th-related policies that support the delivery of essential RMNCH interventions. It also includes multisectoral policies on the economic, social, technological and environmental factors that influence health outcomes and service delivery. The Policy Compendium is a companion document to the Essential Interventions, Commodities and Guidelines for RMNCH.
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This guideline provides health policy-makers and decision-makers in health professional training institutions with advice on the rationale for health-care providers’ use of counselling skills to address sexual health concerns in a primary health c
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are setting
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