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1
Artificial intelligence for tuberculosis control: a scoping review of applications in public health
Menon, S.; and K. Ghislein Kuro
(2025)
J Glob Health. 2025;15:04192. This scoping review highlights the potential of AI-driven predictions in national TB programmes to enhance diagnostics, track trends, and strengthen public health surveillance. While promising for reducing transmission
...
and support-
ing TB care in low-resource settings, these models require large-scale validation to ensure real-world applicability, especially for high-risk groups
more
EBioMedicine. 2016 Jun 16. pii: S2352-3964(16)30276-6. doi: 10.1016/j.ebiom.2016.06.020. Open Access
Desta et al. Int J Ment Health Syst (2018) 12:38 https://doi.org/10.1186/s13033-018-0217-z
Disability and Related Factors among Road Traffic Accident Victims in Benin: Study from Five Public and Faith-Based Hospitals in Urban and Suburban Areas
Yolaine Glèlè-Ahanhanzo, Alphonse Kpozèhouen, Noël Moussiliou Paraïso, Patrick Makoutodé, Chabi O. Alphonse Biaou, Eric Remacle, Edgard-Marius Ouendo, Alain Levêque
Scientific Research Publishing
(2018)
C2
Open Journal of Epidemiology, 2018, 8, 226-241
Abstract
Introduction: Road traffic accidents (RTAs) are a major public health issue
in developing countries, where roads tend to be built haphazardly and accidents
take a heavy toll on victims—
...
including leaving them disabled. This
study seeks to identify those factors that cause RTA victims to become disabled
as a result of their injuries. Methods: This retrospective community-
based study looked at RTA victims treated in five public and faith-based
hospitals in Benin. Disability was evaluated using the Washington Group on
Disabilities Statistics questionnaire. The independent variables were related to
the victim’s socio-demographic traits, the circumstances of the accident, and
post-crash response mechanisms. The proportions were compared using the
chi-squared test, with a threshold of 5%. Results: The prevalence of disability
among road traffic accident victims is 9.59% (CI 95%: 6.86% - 13.20%). The
occurrence of disability is associated with age (p = 0.002), occupational group
(p = 0.0077), the mode of transport used to transfer the victim (p < 0.001)
and the location of the injuries (p = 0.0035). The study also found that people
fail to make sufficient use of post-crash response mechanisms. Conclusion:
Public policy-makers should therefore focus on stepping up interventions to
get more people using both protective equipment and post-crash response services.
more
COVID-19: Training slides based on guidelines for case-finding, diagnosis, management and public health response in South Africa
Centre for Respiratory Diseases and Meningitis and Outbreak Response
National Department of Health, South Africa
(2020)
C2
Outline
• Welcome and objectives
• Microbiology, epidemiology and clinical presentation
• Surveillance for imported cases including case definitions
• Laboratory diagnosis • Infection prevention and hospital readiness
• Patient flow and actions required at each step
• Co-ord
...
inating a public health response
more
COVID-19: Guidelines for case-finding, diagnosis, management and public health response in South Africa
recommended
Bham A., J. Bhiman, F. Bongweni et al.
Centre for Respiratory Diseases and Meningitis and Outbreak Response
(2020)
C2
The information contained in this document, be it guidelines, recommendations, diagnostic algorithms or treatment regimens, are offered in this document in the public interest. To the best of the knowledge of the guideline writing team, the informat
...
ion contained in these guidelines is correct. Implementation of any aspect of these guidelines remains the responsibility of the implementing agency in so far as public health liability resides, or the responsibility of the individual clinician in the case of diagnosis or treatment.
more
The role of environmental contamination in transmission of COVID-19 virus is currently not clear. This protocol has been designed to determine (viable) virus presence and persistence on fomites in various locations where a patient infected with COVID-19 is currently receiving care or being isolated,
...
and to understand how this may relate to COVID-19 transmission events in these settings. It is therefore important that it is done as part of a comprehensive outbreak investigation and that information obtained by environmental studies is combined with the results of epidemiological, laboratory and sequence data from COVID-19 patient investigations.
more
One of the most obvious ways in which to ensure impartiality in a health care system is to require impartiality of all actors in the system, i.e. to give health care professionals a duty to treat everyone impartially and to deny them the ‘right’ to give their patients preferential treatment. And
...
one of the possible side-effects of allowing individual health care professionals to give preference to ‘their clients’ is to create inequality in health care. This paper explores the conflict and proposes that it can be right to give preference to ‘your’ patients in certain circumstances.
more
With Safety Tips for Conducting Community Meetings
Updated July 2020
This document includes key Risk Communication and Community Engagement (RCCE) considerations during shifting lockdown measures, safety measures for conducting in-person community meetings, and a template that brings both of these
...
considerations together to help agencies adapt their RCCE approaches as these measures shift.
more
8 January 2021
Sequencing enabled the world to rapidly identify SARS-CoV-2 and develop diagnostic tests and other tools for outbreak management. Continued genome sequencing supports the monitoring of the disease’s spread and evolution of the virus. Accelerated integration of genome sequencing int
...
o the practices of the global health community is required if we want to be better prepared for the future threats. This document provides guidance for laboratories on maximizing the impact of SARS-CoV-2 sequencing now and other emerging pathogens in the future.
more
Civil disorder, authority credibility and public health: Chile’s unique sociopolitical
context in dealing with COVID-19.
In the light of the transmissibility of coronaviruses, and the global experience with MERS-CoV (ongoing) and SARS in 2003 which were also caused by coronaviruses, South African authorities have compiled this guideline document to support surveillance, case finding, diagnosis, management and
...
public health responses to cases under investigation.
*Please note*
The interim guidelines are based on what is currently known about the Coronavirus Disease 2019 (COVID-19). The National Department of Health (NDOH) and National Institute for Communicable Diseases will update these interim guidelines as needed and as additional information becomes available.
more
PHSM are vital in reducing the risk and scale of infectious disease transmission and lowering hospitalization and deaths. Examples include contact tracing, quarantine and isolation, mask use, ventilation, school or workplace measures, mobility restrictions and travel requirements.
While these mea
...
sures are essential, decision-making on PHSM becomes particularly complex during rapidly evolving health emergencies, with incomplete information and under significant public and political pressure, especially when the pathogen is novel or poorly understood. In such contexts, guidance needs to be agile and responsive, developed and adapted based on emerging evidence and shifting epidemiological patterns. Decision-makers are frequently confronted with difficult trade-offs, having to balance measures that are:
─ effective but socially disruptive;
─ cost-effective but logistically burdensome;
─ beneficial for public health but economically disruptive; or
─ practical but inequitable or unethical
more
This document consolidates, for the first time, WHO recommendations on the prevention, testing, treatment and monitoring of hepatitis B and C, and includes testing strategies for hepatitis D. Drawing on a decade of evidence-based guidance issued between 2015 and 2025, it provides a single, practical
...
handbook to support global progress toward eliminating viral hepatitis by 2030.
The document also highlights simplified service delivery models that promote decentralization, integration with primary care and related programmes such as HIV and tuberculosis, as well as task sharing and differentiated care to expand access and improve efficiency. It further underscores the need for robust data and monitoring systems to support effective programme implementation.
more
Triage, Monitoring and Treatment: Handbook for the management of the public in the event of a malevolent use of ionising radiation
Belgian Nuclear Research Centre
(2009)
C2
The main objective of the TMT Handbook project is to provide a practicable
handbook for the effective and timely triage, monitoring and treatment of people exposed to radiation following a malevolent act.
