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Publication Years
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Category
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Toolboxes
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1
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
...
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 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
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
The purpose of this interim guidance is to provide recommendations for planning and implementing RCCE activities that protect and empower communities during MVD outbreaks. The guidance is designed for national and subnational health responders invol
...
ved in RCCE for MVD readiness and response. It is also relevant to other stakeholders, such as partner organizations, ministries (such as those involved in social protection), and academics, who contribute to RCCE activities. The document is meant to be adapted alongside national multi-risk/ multisectoral plans, leveraging existing expertise, coordination mechanisms and partnerships.
more
Benchmarking is a strategic process often used by businesses and institutes to standardize performance in relation to the best practices of their sector. The World Health Organization (WHO) and partners have developed a tool with a list of benchmarks and corresponding suggested actions that can be a
...
pplied to implement the International Health Regulations 2005 (IHR) and strengthen health emergency prevention, preparedness, response and resilience capacities.
The first edition of the benchmarks was published in 2019 to support countries in developing, implementing and documenting progress of national IHR or health security plans (e.g. national action plan for health security (NAPHS), national action plan for emerging infectious diseases, public health emergencies and health security and other country level plans for health emergencies). The tool has been updated to incorporate lessons from COVID-19 and other health emergencies, to align with the updated IHR monitoring & evaluation framework (IHR MEF) tools and the health systems for health security framework, and to support strengthening health emergency prevention, preparedness, response and resilience (HEPR) capacities and the Preparedness and Resilience for Emerging Threats (PRET) initiative.
more
WHO consolidated guidelines on tuberculosis: module 1: prevention: tuberculosis preventive treatment
The 2020 recommendations for the programmatic management of TB preventive treatment are the first to be released under the rubric of WHO consolidated TB guidelines (Module 1 – Prevention). The WHO consolidated TB guidelines will gradually group all TB recommendations and will be complemented by ma
...
tching modules of a consolidated operational handbook. [1] The handbook will provide practical advice on how to put in place the recommendations at the scale needed to achieve national and global impact. The first handbook module in the series will be on the programmatic management of TB preventive treatment and will accompany the 2020 guidelines.
more
Tuberculosis. Practical guide for clinicians, nurses, laboratory technicians and medical auxiliaries
This Tuberculosis guide has been developed jointly by Médecins Sans Frontières and Partners In Health. It aims at providing useful information to the clinicians and health staff for the comprehensive management of tuberculosis. Forms of susceptible and resistant tuberculosis, tuberculosis in child
...
ren, and HIV co-infection are all fully addressed.
more
Evaluation of Community Management of Acute Malnutrition (CMAM)
Sheila Reed, Camille Eric Kouam, Krishna Belbase et al.
United Nations Children’s Fund (UNICEF) Evaluation Office
(2013)
This evaluation is the first systematic effort by UNICEF to generate evidence on how well its global as well as country level Community Management of Acute Malnutrition (CMAM) strategies have worked, including their acceptance and ownership in various contexts and appropriateness of investments in c
...
apacity development and supply components. Overall, the evaluation recommends that UNICEF continue to promote and support CMAM as a viable approach to preventing and addressing severe acute malnutrition (SAM), with an emphasis on prevention through strengthening community outreach and integrating CMAM into national health systems and with other intervention
more
Training Manual
Building on earlier EngenderHealth work in counseling, Counseling for Effective Use of Family Planning responds to an identified gap in existing materials and fills the needs expressed by those in the field. The intended audiences for this curriculum are health care providers, their
...
supervisors, and the managers of the programs in which they work. The counseling skills addressed here are expected to be relevant to the provision of both preventive and curative health services through the workshop participants’ national health systems. Finally, the curriculum’s participatory approach to defining terms and to generating profiles of potential clients is designed to assist trainees in addressing the realities and exploring the reproductive health priorities of their communities in a culturally appropriate manner.
more
This WHO Guidance Note advocates for a comprehensive approach to cervical cancer prevention and control and is aimed at senior policy makers and programme managers. It describes the need to deliver effective interventions across the female life course from childhood through to adulthood. These inclu
...
de community education, social mobilization, HPV vaccination, screening, treatment and palliative care. It outlines the complementary strategies for comprehensive cervical cancer prevention and control, and highlights collaboration across national health programmes (particularly immunization, reproductive health, cancer control and adolescent health), organizations and partners.
more
A lack of knowledge about the threat of vaccine-preventable diseases, risks and benefits of vaccines, mistrust of government and health workers, poor service delivery and alternative health or religious beliefs play a role in lower uptake of some vaccines. These challenges underscore the importance
...
of early integration and investment in a thoughtful communication plan for immunization programmes. This World Health Organization (WHO) report presents communication guidance and specific considerations for countries that plan to introduce human papillomavirus (HPV) vaccine into their national immunisation programme as part of an effort to prevent cervical cancer.
more
This Tuberculosis guide has been developed jointly by Médecins Sans Frontières and Partners In Health. It aims at providing useful information to the clinicians and health staff for the comprehensive management of tuberculosis. Forms of susceptible and resistant tuberculosis, tuberculosis in child
...
ren, and HIV co-infection are all fully addressed.
more
Revised WHO classification and treatment of childhood pneumonia at health facilities
World Health Organization
(2014)
The revised guidelines present two major changes to existing guidelines: (A) there are now just 2 categories of pneumonia instead of 3 (“pneumonia” which is treated at home with oral amoxicillin and “severe pneumonia” which requires injectable antibiotics) and (B) oral amoxicillin replaces o
...
ral cotrimoxazole as first line treatment, preferably in 250mg dispersible tablet form, twice daily for five days which can be reduced to three days in low HIV settings.
more
This clinical management manual for Ebola Viral Disease in Liberia was developed after several ETUs were established in the country following the outbreak early this year. As the outbreak evolved, it became evident that different SOPs were being used by clinicians across these treatment facilities.
...
As a result of discussions held by the National Case Management Committee of the Incident Management System, various stakeholders were brought together to contribute their time and expertise to the development of this manual.
more
A Textbook of Gynecology for Less-Resourced Locations
Heleen van Beekhuizen and Regine Unkels
The Global Library of Women’s Medicine by Sapiens Publishing
(2012)
This textbook seeks to support various levels of health personnel in less-resourced locations by providing evidence-based information about low-tech diagnostic and treatment options for common gynecological conditions such as cervical, ovarian and breast cancer, problems in early pregnancy, contrace
...
ption and gynecological bleeding disorders. It also covers specific conditions often encountered in less-resourced locations such as fistula surgery, female genital mutilation and HIV-associated gynecological complications. A separate chapter deals with subfertility, a topic which is rarely on the agenda of vertical programs in less-resourced locations although the need for appropriate care for this condition is substantial
Download Chapter by Chapter from the Webiste: http://www.glowm.com/resource_type/resource/textbook/title/a-textbook-of-gynecology-for-less-resourced-locations/resource_doc/35
more
Guidelines for the prevention, care and treatment of persons with chronic hepatitis B infection
recommended
The recommendations in these guidelines promote the use of simple, non-invasive diagnostic tests to assess the stage of liver disease and eligibility for treatment; prioritize treatment for those with most advanced liver disease and at greatest risk of mortality; and recommend the preferred use of n
...
ucleos(t)ide analogues with a high barrier to drug resistance (tenofovir and entecavir, and entecavir in children aged 2–11 years) for first- and second-line treatment. Recommendations for the treatment of HBV/HIV-coinfected persons are based on the WHO 2013 Consolidated guidelines on the use of antiretroviral drugs for treating and preventing HIV infection, which will be updated in 2015.
more
2nd edition. There have been many requests over the past few years for advice about what information should be included in a patient record for leprosy. The patient record should contain the essential information for the clinical management of the patients, for monitoring adherence to MDT, and for r
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eporting to the national programmes and to WHO. Patient records vary between countries due to differences in health systems and are modified from time to time. The Model Patient Record is recommended as a reference and as a check list when evaluating programmes and when reviewing existing patient records.
more
In light of the decline in new Ebola cases, strategies are now needed to scale down the activities and bed capacities in Ebola care facilities. These facilities include Ebola treatment units, community care centres, Ebola treatment centres and isolation centres. The Governments of Guinea, Liberia an
...
d Sierra Leone; WHO; CDC; ICAN and UNICEF have jointly developed this rapid guidance and checklist to assist national governments and partners as they begin this process. This rapid guidance pertains to protecting the safety and repurposing of infrastructures and resources previously used for the Ebola outbreak to care for Ebola patients.
more
Migrants in an irregular situation: access to healthcare in 10 European Union Member States
recommended
European Union Agency for Fundamental Rights
(2011)
CC2
This report explores the access to healthcare granted to irregular migrants in 10 EU Member States. It focuses on migrants who are present in an irregular situation, namely those who do not fulfil conditions for entry, stay or residence. Through interviews with a range of different sources including
...
public authorities at the national and local level, health professionals, non-governmental organisations (NGOs) providing helathcare and irregular migrants themselves, this report documents the legal, economic and practical obstacles that hinder migrants' access to healthcare.
For versions in French, Polish, German and Swedish check also http://fra.europa.eu/de/publication/2012/migranten-einer-irregulren-situation-zugang-zu-medizinischer-versorgung-zehn
more
This document updates the 2009 ECDC guidance on chlamydia control in Europe. It was developed by a technical expert group which conducted a critical review of the scientific evidence on the epidemiology of chlamydia and the effectiveness of screening programmes.
The aim of this guidance is to suppo
...
rt Member States to develop, implement or improve strategies for chlamydia control. This guidance describes the current evidence base behind the proposed options, highlights key gaps in knowledge, and suggests effective options for national chlamydia control strategies. It is directed primarily at policy advisors but should also be useful for programme managers and experts in sexual health.
more
