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Front Public Health . 2025 Jun 23:13:1609615. doi: 10.3389/fpubh.2025.1609615. eCollection 2025.
Key findings reveal the prevalent use of machine learning (ML), deep learning (DL), and natural language processing (NLP), which often integrate diverse data sources (e.g., epidemiological, web, climat
...
e, wastewater). The major benefits identified include earlier outbreak detection and improved prediction accuracy. However, significant challenges persist regarding data quality and bias, model transparency (the "black box" issue), system integration difficulties, and ethical considerations such as privacy and equity.
more
The document is a World Health Organization publication about communicable disease surveillance and response systems. It explains that communicable disease surveillance is a core public health func
...
tion used to collect, analyse and interpret health data so that outbreaks and other health threats can be detected early, monitored and responded to appropriately. The guide describes how surveillance systems help provide early warning of potential threats, support programme monitoring, enable outbreak detection and facilitate timely public health action to prevent disease spread. It also discusses the design and evaluation of surveillance systems and how the information they generate is used for decision-making in public health practice.
more
The document “Communicable Disease Surveillance and Response Systems: A Guide to Planning” is a World Health Organization (WHO) guide designed to help countries develop and strengthen national surveillance and response systems for communicable d
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iseases . It explains why surveillance is essential for early detection of outbreaks, informed decision-making, and effective public health action, especially in the context of the revised International Health Regulations (2005).
The guide provides a structured approach to strategic and operational planning. It outlines how countries should assess their existing systems, define a vision and goals, identify expected key result areas (EKRAs), prioritize activities, set realistic targets, allocate resources, and monitor progress. It also includes practical tools such as templates, worksheets, and examples to support ministries of health in organizing planning workshops and developing multi-year strategic plans and annual operational plans. Overall, the document serves as a practical framework to improve preparedness, early warning, and response to public health emergencies.
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The document Integrated Disease Surveillance and Response Technical Guidelines, Booklet Four: Sections 8 and 9 (Third Edition, 2019) provides guidance for strengthening public health surveillance and response systems in the WHO African Region. It fo
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cuses on monitoring, supervision, evaluation, and feedback mechanisms to improve the performance and quality of Integrated Disease Surveillance and Response (IDSR) systems. The text outlines key surveillance core functions—such as case detection, reporting, data analysis, outbreak investigation, preparedness, response, and feedback—and introduces indicators to measure system effectiveness, including timeliness, completeness, and data quality. Additionally, it discusses the implementation of electronic IDSR (eIDSR) to enhance real-time reporting and outbreak management. Overall, the booklet aims to strengthen early detection, rapid response, and health security capacity across all levels of the health system.
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he Global Early Warning and Prevention System (GLEWS) identifies and monitors disease events, develops epidemiological intelligence for identification and mitigation of risks against emerging, endem
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ic and epidemic diseases, and threats to environmental health and food security. The Tripartite (FAO, WHO and WOAH) collaborate and work together for an operational global One Health Intelligence system. This webinar explains how this is done
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This document has been developed for the WHO Regional Office for the Eastern Mediterranean to establish a regional plan of action to support the countries of the Region to rapidly accelerate the scaling up of their capacities for the prevention and
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early detection of, and rapid response to, coronavirus disease 2019 (COVID-19), as required under the International Health Regulations (IHR 2005). The regional plan is aligned with the WHO global 2019 novel coronavirus strategic preparedness and response plan, but tailored to the regional context.
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The document “Interim Guidelines – Infectious Disease Outbreak Response and Analytic System” published by the United Nations provides a framework for how UN missions and organizations should detect, report, analyze, and respond to infectious
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disease outbreaks. It outlines a coordinated system for monitoring health threats, collecting and analyzing epidemiological data, and guiding decision-making during outbreaks. The guidelines define roles and responsibilities for different actors within the UN system, describe procedures for outbreak reporting and risk assessment, and emphasize early detection, information sharing, and coordinated response measures to protect personnel and maintain operational continuity during public health emergencies.
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Systematic screening for TB disease is the systematic identification of people at risk for TB disease, in a predetermined target group, by assessing symptoms and using tests, examinations or other p
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rocedures that can be applied rapidly.
Systematic screening can benefit people who are at risk of getting TB, as early detection and start of treatment can improve their outcomes and reduce their costs. It can also benefit entire communities at higher risk for TB, by reducing the prevalence of TB disease and preventing future cases.
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In areas of Mexico, Central America, and South America, where the Trypanosoma cruzi parasite is present in triatomine bugs, improved housing and spraying insecticide inside housing to eliminate the bugs has significantly decreased the spread of Chagas dise
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ase. Screening of blood donations for Chagas is another important public health tool to help prevent spreading the disease through blood transfusions. Early detection and treatment of new cases, including mother-to-baby (congenital) cases, will also help reduce the burden of disease.
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The article investigates the effectiveness and challenges of remote monitoring systems for chronic respiratory diseases, focusing on COPD and asthma. It reviews various technologies and their potential to improve patient outcomes through better symptom tracking, medication adherence, and
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early detection of exacerbations. The study highlights that while remote monitoring has significant potential, challenges such as data accuracy, patient compliance, and integration with existing healthcare systems remain. The authors call for further research to standardize and validate remote monitoring tools and emphasize the need for patient-centric approaches to enhance engagement and adherence.
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Refugees and migrants face similar health threats from COVID-19 as their host populations. However, inadequate access to essential services and exclusion may makes early detection, testing, diagnosi
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s, contact tracing and seeking care for COVID-19 difficult for refugees and migrants thus increasing the risk of outbreaks in these population and presenting an additional threat to public health. This document offers guidance to Member States and partners for the inclusion of refugees and migrants, as part of holistic efforts to respond to COVID-19 epidemics in the general populations.
17 April 2020
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April 2022 Volume 35 Issue 2 e00152-21
Population movements have turned Chagas disease (CD) into a global public health problem. Despite the successful implementation of subregional initiatives to control vectorial and transfusional Trypanosoma cr
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uzi transmission in Latin American settings where the disease is endemic, congenital CD (cCD) remains a significant challenge. In countries where the disease is not endemic, vertical transmission plays a key role in CD expansion and is the main focus of its control. Although several health organizations provide general protocols for cCD control, its management in each geopolitical region depends on local authorities, which has resulted in a multitude of approaches. The aims of this review are to (i) describe the current global situation in CD management, with emphasis on congenital infection, and (ii) summarize the spectrum of available strategies, both official and unofficial, for cCD prevention and control in countries of endemicity and nonendemicity. From an economic point of view, the early detection and treatment of cCD are cost-effective. However, in countries where the disease is not endemic, national health policies for cCD control are nonexistent, and official regional protocols are scarce and restricted to Europe. Countries of endemicity have more protocols in place, but the implementation of diagnostic methods is hampered by economic constraints. Moreover, most protocols in both countries where the disease is endemic and those where it is not endemic have yet to incorporate recently developed technologies. The wide methodological diversity in cCD diagnostic algorithms reflects the lack of a consensus. This review may represent a first step toward the development of a common strategy, which will require the collaboration of health organizations, governments, and experts in the field.
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A century after its discovery, Chagas' disease still represents a major public health challenge in Latin America. Moreover, because of growing population movements, an increasing number of cases of imported Chagas'
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disease have now been detected in non-endemic areas, such as North America and some European countries. This parasitic zoonosis, caused by Trypanosoma cruzi, is transmitted to humans by infected Triatominae insects, or occasionally by non-vectorial mechanisms, such as blood transfusion, mother to fetus, or oral ingestion of materials contaminated with parasites. Following the acute phase of the infection, untreated individuals enter a chronic phase that is initially asymptomatic or clinically unapparent. Usually, a few decades later, 40-50% of patients develop progressive cardiomyopathy and/or motility disturbances of the oesophagus and colon. In the last decades several interventions targeting primary, secondary and tertiary prevention of Chagas' disease have been attempted. While control of both vectorial and blood transfusion transmission of T cruzi (primary prevention) has been successful in many regions of Latin America, early detection and aetiological treatment of asymptomatic subjects with Chagas' disease (secondary prevention) have been largely underutilised. At the same time, in patients with established chronic disease, several pharmacological and non-pharmacological interventions are currently available and have been increasingly used with the intention of preventing or delaying complications of the disease (tertiary prevention). In this review we discuss in detail each of these issues.
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The Global Breast Cancer Initiative aims to address disparities in access to care to reduce mortality rates globally. Patient navigation is an evidence-based personalized intervention designed to guide patients through often complex cancer care systems to receive timely access, particularly in low-i
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ncome and minority populations. It is useful in settings with limited availability, fragmented healthcare systems and socioeconomic barriers that hinder early detection and treatment. It is proven to significantly reduce delays, improve patient adherence to care and enhance survival rates. The model involves helping individuals and their families to tackle barriers such as cultural stigma, misinformation, and psychosocial, among others, that can delay or prevent access to timely care. It can also reduce financial strain, streamline care coordination and improve the overall quality of life by connecting patients with affordable treatment options and support systems to address their needs in the course of treatment.
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In 2018, approximately 60,000 Ugandans were estimated to be suffering from cancer. It was also reported that only 5% of cancer patients access cancer care and 77% present with late-stage cancer coupled with low level of cancer health literacy in the population despite a wide coverage of primary heal
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thcare facilities in Uganda. We aimed to contribute to reducing the unmet needs of cancer prevention and early detection services in Uganda through capacity building.
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The document “Strategic Framework for Strengthening Cross-Border Surveillance and Information Sharing in Africa” outlines a coordinated strategy developed by Africa CDC to improve public health surveillance and collaboration across national borders in Africa. It addresses the challenge that infe
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ctious diseases often spread across borders due to population movement, trade, and migration, while surveillance systems and data-sharing mechanisms frequently remain nationally focused and fragmented.
The framework proposes strengthening regional coordination, harmonizing surveillance systems, enhancing information sharing between countries, and building laboratory and workforce capacity. It also emphasizes timely detection of cross-border health threats, joint outbreak investigations, and improved communication among Member States. Overall, the document aims to enhance preparedness, early warning systems, and collective response to public health threats across the African continent.
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Several tools are available to support and guide outbreak preparedness, investigation and response activities. These are open access and free to use.
A number of restricted platforms support early detect
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ion of public health threats and coordinate response activities between EU Member States, the European Commission and other partners. Access to these tools is limited to nominated users.
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The document “Strategic Framework for Strengthening Cross-Border Surveillance and Information Sharing in Africa” outlines a coordinated strategy developed by Africa CDC to improve public health surveillance and collaboration across national borders in Africa. It addresses the challenge that infe
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ctious diseases often spread across borders due to population movement, trade, and migration, while surveillance systems and data-sharing mechanisms frequently remain nationally focused and fragmented.
The framework proposes strengthening regional coordination, harmonizing surveillance systems, enhancing information sharing between countries, and building laboratory and workforce capacity. It also emphasizes timely detection of cross-border health threats, joint outbreak investigations, and improved communication among Member States. Overall, the document aims to enhance preparedness, early warning systems, and collective response to public health threats across the African continent.
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27 May 2021
This is a document to support the use of pulse oximeter for assessment of suspected and confirmed cases of Covid-19 in the community.
It is a well-known fact that Covid-19 can present as “happy hypoxia” with minimum symptoms of severe respiratory distress despite significant low ox
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ygen levels in the blood. The use of pulse oximeter for clinical assessment significantly augments decision making, save lives and provide high quality care. It allows for early detection of patients with hypoxia requiring either close monitoring in the community or timely referral for hospital care.
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The document provides a standardized protocol for evaluating the Early Warning Alert and Response Network (EWARN), a surveillance system used during humanitarian emergencies when regular national health surveillance may be disrupted. The purpose of
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EWARN is to detect outbreaks of communicable diseases early and enable rapid public health response. The guidance explains how the system should be assessed in terms of its structure, implementation, effectiveness, and usefulness. It outlines the key steps of evaluation: preparation, system description, data collection, and post-evaluation reporting. The protocol highlights common challenges observed in previous EWARN implementations, such as delays in establishing the system, limited data quality, weak outbreak response, and lack of clear transition plans back to routine surveillance systems. It emphasizes the need to evaluate both weekly disease reporting and alert verification processes, and to review attributes such as simplicity, data quality, timeliness, sensitivity, and stability. The document also provides templates for interviews, data review forms, and laboratory assessment, as well as guidance on conducting remote evaluations when access is limited. The overall goal of the protocol is to ensure that EWARN functions effectively to detect and respond to outbreaks and that practical recommendations are developed to improve the system’s performance and sustainability in emergency settings.
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