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Data presentation is the basis for describing data and generating hypotheses for further testing. It consists of a number of methods for summarising data in order to support the identification of patterns. Data can be summarised in a number of forms, including tables or graphical representations s
...
Rev Port Inv Comport Soc 2022 8(2): 1–14
Consolidated guidelines on person-centred HIV strategic information: strengthening routine data for impact
recommended
These guidelines focus on the collection and use of person-centred data across the HIV cascade – from prevention, testing and treatment to longer-term health care – building upon 2017 and 2020 strategic information guidelines. The updated guidelines present a standard minimum dataset, priority i
...
Topics in Antiviral Medicine, volume 33 Issue 2 May 2025
Core Guidance. Differentiated service delivery is highlighted as a key approach for HIV programmes to enhance implementation quality and efficiency.
Bhana A et al. Journal of the International AIDS Society 2021, 24(S2):e25713
Currently, there are only two manufacturers with HIV POC diagnostic products prequalified by the World Health
Organization (WHO) and eligible for procurement through the United Nations. UNICEF concluded its last tender for
HIV EID and VL POC diagnostic technologies in 2018 and awarded two manufact
...
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
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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 diseases . It explains why surveillance is essential
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Populations affected by emergencies are continually at risk of outbreaks of epidemic-prone diseases and other public health hazards. This operational guidance aims to guide decision-making on when and how to implement and strengthen Early Warning Alert and Response (EWAR) in preparation for and resp
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Program implementation orientation and training Day 1
The International Federation of Red Cross and Red Crescent Societies (IFRC) is the world’s largest volunteer-based humanitarian network. With our 190 member National Red Cross and Red Crescent Societies worldwide, we are in every community reaching 160.7 million people annually through long-term s
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The document is a practical handbook developed by the European Centre for Disease Prevention and Control (ECDC) that provides guidance on how to design, plan, conduct, and evaluate simulation exercises in public health settings. Its main purpose is to help organisations improve their preparedness an
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The text explains the concept of disaster preparedness and outlines how societies can better prepare for and respond to emergencies. It describes key components such as risk assessment, planning, resource management, warning systems, and training, emphasizing that effective preparedness requires coo
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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,
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This guidance addresses one type of generative AI, large multi-modal models (LMMs), which can accept one or more type of data input and generate diverse outputs that are not limited to the type of data fed into the algorithm. It has been predicted that LMMs will have wide use and application in heal
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TArtificial intelligence (AI) is transforming health systems, reshaping how care is planned, delivered and governed. This report presents the first assessment of AI integration into health systems across the whole of the WHO European Region, based on findings from the 2024–2025 survey on AI for he
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Indicators and questions to monitor progress towards the Global AIDS Strategy 2026-2031 targets
This report developed by UNAIDS and the United for Global Mental Health reviews and maps Global Fund investments in priority HIV and TB comorbidities in Grant Cycle 7 (GC7), including key non-communicable diseases (NCDs), cervical, anorectal and other cancers, and mental health and substance use co
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The COVID-19 pandemic is the most severe health crisis in a century, exposing deep gaps in the world’s defences against epidemics and pandemics, and teaching us painful
lessons. One of them is that in our intimately connected world, pathogens can spread around the world very quickly, demanding sy
...
