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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
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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
More than 51.000 people are stranded around Greece (according to data published by the Greek Government ). The majority have applied for asylum while others wait for relocation or family reunification applications to be decided so that they can move on to other member states.
Applicants for all p
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rocesses require legal assistance: to ensure the appropriate asylum procedure is pursued, vulnerabilities are detected, deadlines met, the process is fair and that basic human needs are fulfilled, and rights are respected.
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The objectives of this guidance document are to:
1. Strengthen the capacity of country teams to effectively scale up and manage programmes to address severe acute malnutrition
2. Extend the geographic reach of quality treatment for SAM to all vulnerable communities in need
3. Maximize ... access to appropriate and quality treatment for SAM among all eligible children in the community at all times
4. Aid the formulation and implementation of national policies and strategies that support objectives 1 to 3
5. Aid the creation of an enabling environment that supports objectives 1 to 3 through advocacy, documentation of successful practices, support for operational research, mobilization of resources and collaboration with partners more
1. Strengthen the capacity of country teams to effectively scale up and manage programmes to address severe acute malnutrition
2. Extend the geographic reach of quality treatment for SAM to all vulnerable communities in need
3. Maximize ... access to appropriate and quality treatment for SAM among all eligible children in the community at all times
4. Aid the formulation and implementation of national policies and strategies that support objectives 1 to 3
5. Aid the creation of an enabling environment that supports objectives 1 to 3 through advocacy, documentation of successful practices, support for operational research, mobilization of resources and collaboration with partners more
A Program To Improve The Care For Patients With Common Mental Disorders In Primary Health Care.
The essence of the MANAS model is to shift mental health care from mental health specialists to primarycare doctors and lay HCs (someone similar to other more widely available
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health workers) working as aprimary care team to improve the coverage and efficiency in treating CMD. This manual has been prepared based on the experience gained through the MANAS program and incorporates feedback from doctors who were involved in the program implementation. It outlines the details of the MANAS model and provides information on treatments that are relevant to doctors working in Primary Health Clinics
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This Guidance Document provides practical assistance to Country Offices scaling up programmes to manage SAM in young children. It outlines a step-by-step process through which countries can analyse their current situation, identify barriers and bottlenecks through the MoRES approach, and plan action
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to scale-up treatment. In particular it addresses the challenge of supporting governments to accelerate and sustain scale-up, build national capacities and source reliable and sustained supplies and financing for managing SAM. This document also provides complementary background information, references to international technical recommendations, resources and tools.
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This report seeks to uncover the extent to which global goals crowd in international financing, inform domestic policy priorities, and navigate progress toward development outcomes in low- and middle-income countries (LICs and MICs). Our report:
Provides a historical perspective on how ODA financin
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g was aligned with the MDGs, and the perceived influence of global goals in shaping domestic priorities
Offers a baseline of ODA financing to the SDGs and a forward-looking perspective in translating past lessons learned from the MDGs era into actionable insights
Using a pilot methodology developed by AidData, we analyze ODA flows during the MDGs era (2000-2013) and approximate baseline financing for each goal prior to the adoption of Agenda 2030 in September 2015. The dataset used in the report, Financing to the SDGs, Version 1.0, provides project-level data on estimated Official Development Assistance (ODA) commitments to the 17 Sustainable Development Goals (SDGs) from 2000 to 2013. In this report, we also draw upon the responses of nearly 7,000 public, private, and civil society leaders from AidData’s novel 2014 Reform Efforts Survey to assess how national-level policymakers perceive the MDGs in light of their domestic reform priorities, and what this may mean for the SDGs.
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Strategies for skills acquisition and work for people with disabilities
Thabo Mbeki Development Trust for Disabled People, Disabled People South Africa, and Human Sciences Research Council
International Labour Organization
(2007)
C2
A report submitted to the International Labour Organization, Geneva
Multidimensional Child Deprivation Trend Analysis in Ethiopia
Plavgo, Ilze, Martha Kibur, Mahider Bitew, Tesfayi Gebreselassie, Yumi Matsuda, and Roger Pearson
ICF International
(2013)
C1
Further Analysis of the 2000, 2005, and 2011 Demographic and Health Surveys. DHS Further Analysis Reports No. 83
Epilepsies: diagnosis and management
recommended
Clinical guideline | Published: 11 January 2012 | nice.org.uk/guidance/cg137
Recent systematic reviews and meta-analysis of the impact of chemical-based mollusciciding (King et al., 2015, Sokolow et al., 2016) have concluded that regular mollusciciding is likely to contribute significantly towards elimination of schistosomiasis in high-risk areas. The WHO roadmap’s new foc
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us on “transmission control, wherever possible” (WHO, 2012a) reinforces the need to promote intermediate-host snail control to prevent schistosomiasis transmission.
This operational manual is intended to facilitate the reintroduction of practices and protocols for use of molluscicides in the field in schistosomiasis control programmes. It is complemented by guidelines on the laboratory and field testing of the efficacy of molluscicides for schistosomiasis control (WHO, 2017 [in preparation]). more
This operational manual is intended to facilitate the reintroduction of practices and protocols for use of molluscicides in the field in schistosomiasis control programmes. It is complemented by guidelines on the laboratory and field testing of the efficacy of molluscicides for schistosomiasis control (WHO, 2017 [in preparation]). more
BackgroundClimate change is one of the great challenges of our time. The consequences of climate change on exposed biological subjects, as well as on vulnerable societies, are a concern for the entire scientific community. Rising temperatures, heat waves, floods, tornadoes, hurricanes, droughts, fir
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es, loss of forest, and glaciers, along with disappearance of rivers and desertification, can directly and indirectly cause human pathologies that are physical and mental.
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The National Strategy for Natural Disaster, Prevention, Response and Mitigation to 2020, which outlines Vietnam’s main disaster risk management objectives and the National Target Program (NTP) form the overarching policy framework for disaster risk management and climate change adaption activities
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. The CCFSC’s main mandate is to translate this strategy into action. Other decrees and laws are also complementary. The Government of Vietnam has prioritized disaster preparedness, recognizing that the most cost-effective measures to mitigate flood related disasters are often non-structural. These measures include flood mapping, river flood warning systems, television-based disaster information and warning systems, training at all government and grassroots levels on disaster preparedness, and reforestation of certain areas. Land use and development have also been addressed through government regulations.
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Thailand is exposed to flooding, landslides, drought, earthquakes, tsunamis, heat waves, forest fires, and epidemics. Thailand is also exposed to technological hazards such as chemical accidents. Flooding is the natural hazard with the most significant impact on human life, livelihoods, and the econ
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omy for the country. The occurrence of droughts has increased in recent years due to the effects of the El Niño-Southern Oscillation (ENSO) cycle, which brings drier-than-average rainfall conditions. Drought has adversely impacted the country’s agriculture sector, which employs around one third of the country’s workforce.
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The WHO Guidelines on physical activity and sedentary behaviour provide evidence-based public health recommendations for children, adolescents, adults and older adults on the amount of physical activity (frequency, intensity and duration) required to offer significant health benefits and mitigate he
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alth risks. For the first time, recommendations are provided on the associations between sedentary behaviour and health outcomes, as well as for subpopulations, such as pregnant and postpartum women, and people living with chronic conditions or disability.
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This publication summarizes the facilitators and barriers that will be encountered in the deinstitutionalization process and identifies useful and proven interventions in Latin American and Caribbean countries. Four areas of work are identified with the respective guidelines or suggestions for actio
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n, which should provide an operational guide for countries that are restructuring mental health services and moving toward the deinstitutionalization of psychiatric care.
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Nurses at present are facing various personal, interpersonal, professional, institutional and socio cultural challenges in their professional performance. Dealing with these issues may not be always clear. The lack of one correct approach in addressing different conte
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xtual issues may lead to ethical dilemmas. Responding to this complex issues demand nurses to acquire comprehensive ethical knowledge and skills in various decision making process. Although teaching materials have a pivotal role to play in helping nurses in this endeavor, comprehensive books inclusive of all the topics in the curriculum is scarce in Ethiopia. Therefore, this lecture note is prepared to overcome the acute shortage of reference materials reflecting the national context and be used as a teaching material for nurses at various levels. The lecture note is divided in to five units. Unit one of this lecture note deals with the history of nursing, unit two about philosophy of nursing, unit three health and illness, unit four Ethico-legal aspects to nursing, and unit five communication and interpersonal relationships in nursing,
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These guidelines present evidence-based recommendations and best practice statements on use of medically important antimicrobials in food-producing animals, based on the WHO list of critically important antimicrobials for human medicine (WHO CIA List). These guidelines aim primarily to help preserve
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the effectiveness of medically important antimicrobials, particularly those antimicrobials judged to be critically important to human medicine and also help preserve the effectiveness of antimicrobials for veterinary medicine, in direct support of the WHO global action plan on antimicrobial resistance
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Manual with Scale
These guidelines were developed through an interagency process with participation by United Nations (UN) organiza-
tions, nongovernmental organizations, the International Red Cross and Red Crescent Movement and the International
Organization for Migration.
Emergency Field Handbook
UNICEF
(2005)
A Guide for UNICEF Staff
