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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
This document suggests mechanisms that countries can use to respond to emergencies and disasters taking a whole of society and whole of government approach ensuring multisectoral engagement for heal
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th actions. It helps to run a participatory process of developing the national health response operations plan that brings together all relevant sectors, public health experts, civil society and the international community under government leadership and facilitate ownership, adoption, testing through simulation and finally successful implementation in responding to emergencies and disasters from multiple hazards.
more
Medical Peace Work Textbook, 2nd edition, Course 3: War, weapons and conflict strategies
Salvage J, Rowson M, Melf K, Wilmen A
(2012)
C1
This course describes the health effects of war, weapons and strategies of violent conflict. Beginning with weapons of mass destruction it then moves on to other weapons and strategies of war such a
...
s the use of landmines and mass rape. The course concludes with a number of lessons which give an historical and practical analysis of the response of health professional groups to war and militarisation.
more
Published: February 23, 2010
https://doi.org/10.1371/journal.pmed.1000235
Volume 7 | Issue 2 | e1000235
Briefing note on addressing mental health and psychosocial aspects of COVID-19 Outbreak- Version 1.1
recommended
This briefing note summarises key mental health and psychosocial support (MHPSS) considerations in relation to the 2019 novel coronavirus (COVID-19) outbreak.
This protocol provides an approach for public health authorities and investigators at all levels to plan for and conduct investigations of nonseasonal influenza
...
and other emerging respiratory diseases and provides tips and reminders for linking the information from the investigation with risk assessment. The disease etiology is not always known at the onset of the event; therefore, this protocol focuses on important but broadly applicable steps that should be undertaken in the investigation of an acute respiratory disease event, especially those occurring at the animal–human interface.
more
Best practice guidelines are systematically developed statements designed to assist nurses working in partnership with persons and their families to make decisions about health care and services (Fi
...
eld & Lohr, 1990). This nursing Best Practice Guideline (BPG) is intended to replace the RNAO BPGs Screening for Delirium, Dementia and Depression in Older Adults (2010b) and Caregiving Strategies for Older Adults with Delirium, Dementia and Depression (2010a).
more
The Updated guidelines on Management of tuberculosis in children and adolescents include new recommendations that cover diagnostic approaches for TB, shorter treatment for children with non-severe drug-susceptible TB, a new option for the treatment
...
of TB meningitis, the use of bedaquiline and delamanid in young children with multidrug- and rifampicin-resistant TB and decentralized and family-centred, integrated models of care for TB case detection and prevention in children and adolescents.
more
The purpose of this guide is to provide practical advice for health staff undertaking infectious disease preparedness and response activities to ensure that access to safe abortion care (SAC) is maintained when an infectious disease outbreak occurs.
...
It is an operational guide which can serve to support health actors to maintain SAC services during outbreaks and ensure that necessary SAC considerations are integrated within outbreak responses; it is not a clinical guide. The locational focus of this document is humanitarian and fragile settings; however, recommendations may apply to infectious disease outbreaks in all low-resource populations. This guide is intended to complement Sexual and Reproductive Health and Rights During Infectious Disease Outbreaks: Operational Guidance for Humanitarian and Fragile Settings.
more
Parasites & Vectors volume 15, Article number: 389 (2022)
Dengue is one of the common arboviral infections and is a public health problem in South East Asia. The aim of this systematic review and
...
meta-analysis was to evaluate the prevalence and distribution of dengue in SAARC (South Asian Association for Regional Cooperation) countries.
more
As part of the Mental Health Gap Action Programme, WHO has developed training manuals (Training of trainers and supervisors training manual and Training of health-care providers training manual) to
...
support implementation of the mhGAP Intervention Guide for mental, neurological and substance use (MNS) disorders in non-specialized health settings, version 2.0. These manuals can be used to build capacity among non-specialist health-care providers in the assessment and management of people with priority MNS conditions in low resource settings.
more
Birth defect has been an emerging major cause of child mortality in the region. Scarcity of the birth defects information hampers policy decisions and control measures at national level. In order to create evidence for action for birth defects preve
...
ntion in the region, WHO-SEARO in collaboration with CDC, USA has developed and launched a regional electronic database on birth defects. This surveillance database allows data collection on newborn health, birth defects and stillbirths cases and provides real time information at hospitals and national level.
Training of the hospital health staffs and data managers in the birth defects surveillance network; at regional, national and at hospital levels is recognized as essential for expansion of this database and to assure quality of data. A two days training module for hospital based birth defects surveillance was developed using a guide for operation and facilitator guide. more
Training of the hospital health staffs and data managers in the birth defects surveillance network; at regional, national and at hospital levels is recognized as essential for expansion of this database and to assure quality of data. A two days training module for hospital based birth defects surveillance was developed using a guide for operation and facilitator guide. more
This report presents the findings of research conducted by Child Soldiers International to assess the effectiveness of release, psychosocial recovery and reintegration interventions (commonly referred to as ‘DDR’) for girls associated with armed
...
groups in eastern Democratic Republic of Congo (DRC). More specifically, it seeks to shed some light on the extent to which girls have been reached by DDR programmes, and on the appropriateness of this support where it was offered, mostly from the point of view of the girls themselves.
more
Manual for male circumcision under local anaesthesia and HIV prevention services for adolescent boys and men
recommended
This Manual takes into account those lessons to improve and maintain high quality services. It is aligned with updated recommendations on infection prevention and control -- a foundation for all hea
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lth care services. Voluntary medical male circumcision for HIV prevention programs also afford a unique opportunity to reach Africa’s rapidly expanding population of adolescents boys, as well as men, with messages and services that may have life-long effect on their health and well-being.
more
