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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
...
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.
more
There has been no systematic comparison of how the policy response to past infectious disease outbreaks and epidemics was funded. This study aims to collate and analyse funding for the Ebola epidemic and Zika outbreak between 2014 and 2019 in order to understand the shortcomings in funding
...
reporting and suggest improvements. Methods: Data were collected via a literature review and analysis of financial reporting databases, including both amounts donated and received. Funding information from three financial databases was analysed: Institute of Health Metrics and Evaluation’s Development Assistance for Health database, the Georgetown Infectious Disease Atlas and the United Nations Financial Tracking Service. A systematic literature search strategy was devised and applied to seven databases: MEDLINE, EMBASE, HMIC, Global Health, Scopus, Web of Science and EconLit. Funding information was extracted from articles meeting the eligibility criteria and measures were taken to avoid double counting. Funding was collated, then amounts and purposes were compared within, and between, data sources.
more
The South African WHO Country Cooperation Strategy (CCS) 2023–2027 focuses on four key strategic priorities based on the country’s health needs and disease epidemiology, while also considering the need for building resilient health systems for U
...
HC and health security in the post pandemic period.
These include:
1. augment health systems strengthening reforms to accelerate progress towards universal health coverage.
2. address the quadruple burden of diseases and promote well-being across the life course in view of achieving global targets.
3. build health systems resilience and strengthen health emergency preparedness and response capacities.
4. enhance multisectoral collaboration and global partnerships for concerted action on health and its determinants.
In order to harness its expertise across its three levels, namely: the WHO Country Office (WCO), WHO Regional Office for Africa, and WHO headquarters, WHO will work closely and collaboratively with the Government of South Africa to implement the 2023–2027 strategic priorities.
more
(You need free registration to download the book)
Disasters and public health emergencies can stress health care systems to the breaking point and disrupt delivery of vital medical services. During such crises, hospitals and long-term care faciliti
...
es may be without power; trained staff, ambulances, medical supplies and beds could be in short supply; and alternate care facilities may need to be used. Planning for these situations is necessary to provide the best possible health care during a crisis and, if needed, equitably allocate scarce resources
more
This guide can inform any partner that manages or supports public health supply chains. Ministries of health, technical assistance partners, or non-governmental organization (NGO) operating distribution systems can all benefit from conducting a cost
...
ing exercise and can use the material presented in this guide to support their efforts.This guide serves as a companion to the project’s manual for the Supply Chain Costing Tool (SCCT), an Excel-based software application that supports supply chain costing analysis efforts. However, this guide presents a methodology that does not assume use of any particular costing.
more
Biennial Report. SUBMITTED TO THE UNITED NATIONS GENERAL ASSEMBLY SPECIAL SESSION ON HIV AND AIDS
Reporting period: January 2012 – December 2013
Follow up to the Maseru Declaration. ZIMBABWE COUNTRY REPORT
Reporting Period: January 2013 - December 2013
This manual is designed primarily to assist managers of national malaria programmes and national reference laboratory responsible for quality assurance of malaria microscopy control. The information is also applicable to non-governmental organizations and funding agencies investing in quality manage
...
ment systems for malaria microscopy.
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The Interim Guidance on Cholera Rapid Diagnostic Tests (RDTs) by the Global Task Force on Cholera Control (GTFCC) provides recommendations for using RDTs to detect cholera in areas with limited laboratory capacity. It highlights the advantages of RDTs, such as rapid detection (within 30 minutes), ea
...
se of use by non-laboratory personnel, and their role in early outbreak identification and surveillance. However, it emphasizes that RDTs should not replace culture or PCR testing, as they vary in sensitivity (58-100%) and specificity (60-100%). The document advises on proper test selection, storage, training, and integration into national surveillance systems to enhance cholera response efforts.
more
FOLLOW-UP TO THE 2011 POLITICAL DECLARATION ON HIV/AIDS: INTENSIFYING EFFORTS TO ELIMINATE HIV/AIDS | Reporting Period: January – December 2014
The Education 2030 Incheon Declaration and Framework for Action specifies that the mandate of the Global Education Monitoring Report is to be ‘the mechanism for monitoring and reporting on SDG 4 and on education in the other SDGs’ with the respo
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nsibility to ‘report on the implementation of national and international strategies to help hold all relevant partners to account for their commitments as part of the overall SDG follow-up and review.’ It is prepared by an independent team hosted by UNESCO.
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Objectives of the Study:
To understand the community needs, behaviors and perception for MNH in urban poor settings.
To explore various factors (both demand and supply side) affecting care seeking for MNH.
To assess the preparedness of the urban health system for providing MNH services at variou
...
s levels of care in terms of infrastructures at various levels of care, HR availability and capacity, logistics, drugs & equipment, referral, recording & reporting, supervision, governance and financial modalities.
more
A concept (leaflet)
This document outlines the concept of a stimulus package for rabies elimination. The aim of a stimulus package is to catalyse rabies control by starting community projects, building local capacity and using success to generate momentum for growth. Governments could apply for ... a package, which would provide technical and material support to run small, successful rabies control projects. These in turn build evidence for the feasibility of larger scale elimination, generate enthusiasm foaction and promote investment for sustainability and up scaling. Data reporting in return for the packages would allow the documentation of successes and lessons learnt to benefit global elimination efforts more broadly. more
This document outlines the concept of a stimulus package for rabies elimination. The aim of a stimulus package is to catalyse rabies control by starting community projects, building local capacity and using success to generate momentum for growth. Governments could apply for ... a package, which would provide technical and material support to run small, successful rabies control projects. These in turn build evidence for the feasibility of larger scale elimination, generate enthusiasm foaction and promote investment for sustainability and up scaling. Data reporting in return for the packages would allow the documentation of successes and lessons learnt to benefit global elimination efforts more broadly. more
The purpose of the situation assessment was to execute a situation analysis for Autism and Neurodevelopment Disorder (NDD) in Bangladesh. The situation assessment covers the following areas: a review of the scale and prevalence of NDD with trends of the disorder in the recent past in Bangladesh (see
...
page 17); estimation of likely disease burden in the near future (see page 27); assessment of the social response to NDD in Bangladesh (see page 67); overview of the support and services required by persons with NDD (see page 79); an inventory of service providers working with NDD in Bangladesh (see page 85); an assessment of the adequacy of the existing services and support available for addressing NDD in country (see page 97); an overview of the role and preparedness of MOHFW and other stakeholders in addressing NDD in Bangladesh (see page 108); recommendations for monitoring, supervision and reporting mechanisms for NDD services at the national level (see page 167); and recommended key activities that should be undertaken by the Health and other relevant ministries in the short and medium term (see page 167).
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This document provides guidelines and tools for monitoring the quality of outsourced viral load test results in India, defining processes and procedures as well as quality indicators and a monitoring checklist for assuring quality of services. Annexes include
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reporting forms and checklists for monitoring visits.
more
In many of Myanmar’s contested regions, healthcare services are provided through two parallel governance systems – by the government’s Ministry of Health, and by providers linked to ethnic armed organizations. Building upon efforts to build tr
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ust between these two actors following ceasefires signed in 2011 and 2012, the new National League for Democracy-led government offers an unprecedented opportunity to increase cooperation between these systems and to ensure health services reach Myanmar’s most vulnerable populations.
The report provides an overview of existing health service arrangements in these areas, from both the Ministry of Health and from ethnic and community-based health organizations. It then unpacks the concept of “convergence”, highlighting key opportunities and policy recommendations for both government and non-government actors. more
The report provides an overview of existing health service arrangements in these areas, from both the Ministry of Health and from ethnic and community-based health organizations. It then unpacks the concept of “convergence”, highlighting key opportunities and policy recommendations for both government and non-government actors. more
In December 2013, UNICEF published its first comprehensive evaluation assessing how well its global and country strategies and programmes have worked to protect children in emergencies.
The ‘Evaluation of UNICEF Programmes to Protect Children in Emergencies’ was undertaken to identify key suc
...
cesses and gaps in child protection programming over the period 2009-2012 and to draw out lessons learned ahead of the roll-out of the new Strategic Plan, 2014-2017. The evaluation investigates achievements and gaps against the Core Commitments for Children in Humanitarian Action (CCCs), UNICEF’s Child Protection Strategy and the previous Strategic Plan, 2006-2013. It assesses the extent to which interventions in longer term
child protection systems-strengthening and preparedness have led to a more effective response in crises.
more
This Review summarizes many of the persistent biological alterations associated with childhood maltreatment including changes in neuroendocrine and neurotransmitter systems and pro-inflammatory cytokines in addition to specific alterations in brain
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areas associated with mood regulation. Finally, I discuss several candidate gene polymorphisms that interact with childhood maltreatment to modulate vulnerability to major depression and PTSD and epigenetic mechanisms thought to transduce environmental stressors into disease vulnerability.
Neuron Review, vol. 89, March 2, 2016 pp.892-909
more
There has been a significant reduction in the number of displaced people - with 73,296 people currently hosted in 70 accommodation centres; down from 142,327 people the week before.
A total of 4,979 cholera cases were recorded in Beira, Dondo, Buzi and Nhamatanda and the death toll has reached eigh
...
t.
With UNICEF support, 814,293 people were vaccinated against cholera representing 99 per cent of the target population.
UNICEF continues supporting FIPAG (the water supply institution),
Government and operators to run water supply systems in affected areas providing drinking water to 771,856 people
more
The WHO country office for Ghana, began the year 2019 with a 4-day staff retreat at the Busua Beach Resort in the Western Region from 04 to 08 March 2019. The theme for the retreat was ‘Impacting the Health and Lives of the people of Ghana through the Triple Billion Goal”. The staff outlined pri
...
orities and strategies to strengthen WHO’s contribution to the national health agenda during the year. Working in collaboration with the Ministry of Health/Ghana Health Service and other allied health institutions and stakeholders, the WHO country office, provided support aimed at achieving its
mission which is attaining the highest level of health by the people in the country though its six operational areas which are (i) Communicable Diseases (ii) Non-Communicable Diseases, (iii) Promoting Health through the Life Course (iv), Health Systems, (v) Preparedness, Surveillance and Response (vi) Corporate services and enabling functions.
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