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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 Af
...
rica, 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
Int. J. Environ. Res. Public Health 2021, 18(24), 13339; https://doi.org/10.3390/ijerph182413339
The climate crisis threatens to exacerbate numerous climate-sensitive health risks, including heatw
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ave mortality, malnutrition from reduced crop yields, water- and vector-borne infectious diseases, and respiratory illness from smog, ozone, allergenic pollen, and wildfires. Recent reports from the Intergovernmental Panel on Climate Change stress the urgent need for action to mitigate climate change, underscoring the need for more scientific assessment of the benefits of climate action for health and wellbeing.
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The "Primary Healthcare Standard Treatment Guidelines and Essential Medicines List" by the South African National Department of Health provides evidence-based guidelines for diagnosing and managing common medical conditions at the primary healthcare
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level. This document includes treatment protocols for various health issues, such as infections, chronic diseases, maternal and child health, mental health, and emergency care. It aims to standardize care, promote rational medicine use, and ensure equitable access to essential medications across South Africa. The guidelines emphasize prevention, accurate diagnosis, and efficient treatment strategies to improve patient outcomes.
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Extreme heat events (EHEs) are a leading cause of weather-related injury and death in the United States, and under a changing climate, these meteorological episodes are predicted to increase in both frequency and intensity. Prolonged heat exposure from EHEs places an increased strain on the heart an
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d may lead to heat-related illness if the cardiovascular system fails to properly thermoregulate internal body temperature. Every individual is susceptible to heat-related illness, however, those with reduced cardiovascular function and pre-existing cardiovascular diseases are at a greater risk for morbidity and mortality during EHEs. This document gives an overview of our current understanding of heat exposure and its impact on cardiovascular health outcomes, an overview of the medications that may exacerbate heat-related cardiovascular illness, and asummary of the interaction between extreme heat and air pollutants, and their collective impact on cardiovascular health. Additionally, this document summarizes epidemiologic evidence and identifies gaps in the extant peer-reviewed literature on the effectiveness of strategies and interventions to protect against heat-related cardiovascular disease and death. This information is intended to aid health departments and other health professionals in understanding and responding to the impacts of heat exposure on cardiovascular health.
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The "Integrated Management of Malaria Training – Health Worker’s Manual" is a practical guide developed by Uganda’s Ministry of Health to train healthcare workers at all levels in the effectiv
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e diagnosis, treatment, prevention, and management of malaria. It aligns with national malaria treatment guidelines and aims to improve the quality of care and reduce malaria-related illness and death. The manual covers key topics such as clinical assessment of fever, use of rapid diagnostic tests (RDTs), case management of uncomplicated and severe malaria, malaria in pregnancy, co-infections like HIV, as well as community engagement and proper documentation. It includes structured training sessions, case studies, and job aids designed to strengthen the skills of health workers in both public and private sectors, and to ensure standardized, evidence-based malaria care across the country.
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The National Strategic Plan is based on the following guiding principles:
1) Life-course approach: adolescence is a key decade in the course of life that influences the health outcomes later in life.
2) Comprehensive approach: It recogniz ... es the cross cutting health and development needs of young people such as intentional and unintentional injuries and violence, SRH, HIV/AIDS, mental health, substance use, violence, substance use and substance use disorders, infectious diseases and common conditions.
3) Equity and rights-based approach: focusing on equitable access to services to all adolescents including vulnerable groups and the recognizing the need to move from aspirations to obligations in fulflling young people rights for the highest attainable standard of health.
4) Multisectoral approach: recognizing cognizant of the fact that holistic development of young people requires multisectoral approach involving education, social welfare. more
1) Life-course approach: adolescence is a key decade in the course of life that influences the health outcomes later in life.
2) Comprehensive approach: It recogniz ... es the cross cutting health and development needs of young people such as intentional and unintentional injuries and violence, SRH, HIV/AIDS, mental health, substance use, violence, substance use and substance use disorders, infectious diseases and common conditions.
3) Equity and rights-based approach: focusing on equitable access to services to all adolescents including vulnerable groups and the recognizing the need to move from aspirations to obligations in fulflling young people rights for the highest attainable standard of health.
4) Multisectoral approach: recognizing cognizant of the fact that holistic development of young people requires multisectoral approach involving education, social welfare. more
Mental Health Information
This toolkit will help you to plan and run an event that helps to change the way that people in your community think about, and behave towards, people with mental health problems
mhGAP Training Manual for the mhGAP Intervention Guide for mental, neurological and substance use disorders in non-specialized health settings – version 2.0 (for field testing)
Accessed 06.03.2
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019
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Guide for community-based management and care of people with dementia
Version 1.0
Mental Health and Substance Abuse
Division of NCD and Health
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through the Life-Course
World Health Organization Regional Office for the Western Pacific
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The Global Dementia Observatory Reference Guide
World Health Organization
(2018)
C_WHO
Version 1.1
Department of Mental Health and Substance Abuse
Accessed: 10.03.2019
mhGAP Training Manual for the mhGAP Intervention Guide for mental, neurological and substance use disorders in non-specialized health settings – version 2.0 (for field test
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ing)
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El documento La carga de los trastornos mentales en la Región de las Américas, 2018 tiene como propósito mejorar la evaluación de las necesidades en materia de salud mental en la Región de las Américas al presentar un panorama actualizado y ma
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tizado de: a) la discapacidad debida a los trastornos mentales, por consumo de sustancias y trastornos neurológicos específicos, más la autoagresión (TMNS), tanto sola como en combinación con la mortalidad prematura; b) el desequilibrio entre el gasto en salud mental y la carga de enfermedad relacionada; y c) la asignación inadecuada de los exiguos gastos en salud mental por parte de los países de la Región
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Mental Health First Aid Guidelines
Addressing comorbidity between mental disorders and major noncommunicable diseases (Russian Version)
WHO recommends interpersonal therapy (IPT) as a possible first line treatment for depression. With this new manual, the World Health Organization (WHO) gives guidance on the use of interpersonal therapy (IPT) using a 8 session group protocol. The ma
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nual - which is part of WHO’s mhGAP programme - describes IPT in a simplified format for use by supervised facilitators who may not have received previous training in mental health.
Available in Swahili and Farsi
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NSW Disaster Mental Health Handbook 4
The Disaster Mental Health Manual and associated handbook
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s are intended as a resource for mental health staff who are seeking background information and practical guidance and resources to assist in a disaster mental health response.
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Group psychological help for adults impaired by distress in communities exposed to adversity
With this manual, the World Health Organization (WHO) is responding to requests from colleagues around the world for a group version of the manual Problem
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Management Plus (PM+), which was developed for adults impaired by distress in communities who are exposed to adversity. Aspects of Cognitive Behavioural Therapy (CBT) have been changed to make them feasible in communities that do not have many specialists. To ensure maximum use, the intervention is developed in such a way that it can help people with depression, anxiety and stress, whether or not exposure to adversity has caused these problems. It can be applied to improve aspects of mental health and psychosocial well-being no matter how severe people’s problems are.
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mhGAP Intervention Guide Mental Health Gap Action Programme Version 2.0 for mental, neurological and substance use disorders in non-specialized
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health settings
The key updates include: content update in various sections based on new evidence; design changes for enhanced usability; a streamlined and simplified clinical assessment that includes an algorithm for follow-up; inclusion of two new modules
- Essential Care and Practice that includes general guidelines and Iminterventions and implementation module to support the proposed interventions by necessary infrastructure and resources; and, revised modules for Psychoses, Child and Adolescent Mental and Behavioural Disorders and Disorders due to Substance Use
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