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Ethics, Integrity, and Retributions of Digital Detection Surveillance Systems for Infectious Diseases: Systematic Literature Review

https://doi.org/10.2196/32328
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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1001/jama.2020.6602openalex-snapshot
Information Technology–Based Tracing Strategy in Response to COVID-19 in South Korea—Privacy Controversies
inferredcites →https://doi.org/10.1007/s10676-020-09544-0openalex-snapshot
Ethics of digital contact tracing and COVID-19: who is (not) free to go?
inferredcites →https://doi.org/10.1007/s13347-017-0278-yopenalex-snapshot
Big Data Analytics, Infectious Diseases and Associated Ethical Impacts
inferredcites →https://doi.org/10.1007/s41649-019-00087-1openalex-snapshot
Communicable Disease Surveillance Ethics in the Age of Big Data and New Technology
inferredcites →https://doi.org/10.1016/j.annepidem.2017.05.002openalex-snapshot
Ethics, big data and computing in epidemiology and public health
inferredcites →https://doi.org/10.1016/j.dss.2014.12.006openalex-snapshot
Clinical implementation of a neonatal seizure detection algorithm
inferredcites →https://doi.org/10.1016/j.dsx.2020.08.029openalex-snapshot
Integrating emerging technologies into COVID-19 contact tracing: Opportunities, challenges and pitfalls
inferredcites →https://doi.org/10.1016/j.patter.2020.100054openalex-snapshot
Exit through the App Store?
inferredcites →https://doi.org/10.1016/j.socscimed.2021.113673openalex-snapshot
Korean mothers’ morality in the wake of COVID-19 contact-tracing surveillance
inferredcites →https://doi.org/10.1016/s0140-6736(20)30226-9openalex-snapshot
Artificial intelligence and the future of global health
inferredcites →https://doi.org/10.1038/s41591-020-0832-5openalex-snapshot
On the responsible use of digital data to tackle the COVID-19 pandemic
inferredcites →https://doi.org/10.1038/s42256-020-0194-1openalex-snapshot
Tracking the debate on COVID-19 surveillance tools
inferredcites →https://doi.org/10.1098/rsta.2016.0360openalex-snapshot
What is data ethics?
inferredcites →https://doi.org/10.1111/j.1365-2648.2005.03621.xopenalex-snapshot
The integrative review: updated methodology
inferredcites →https://doi.org/10.1126/science.1248506openalex-snapshot
The Parable of Google Flu: Traps in Big Data Analysis
inferredcites →https://doi.org/10.1126/science.abb6936openalex-snapshot
Quantifying SARS-CoV-2 transmission suggests epidemic control with digital contact tracing
inferredcites →https://doi.org/10.1126/science.abc9379openalex-snapshot
COVID-19 contact tracing apps are coming to a phone near you. How will we know whether they work?
inferredcites →https://doi.org/10.1136/bmj.i3814openalex-snapshot
Slow response contributed to scale of west African Ebola epidemic, CDC concludes
inferredcites →https://doi.org/10.1136/bmjopen-2020-041592openalex-snapshot
Changes in public preferences for technologically enhanced surveillance following the COVID-19 pandemic: a discrete choice experiment
inferredcites →https://doi.org/10.1136/medethics-2020-106314openalex-snapshot
Ethics of instantaneous contact tracing using mobile phone apps in the control of the COVID-19 pandemic
inferredcites →https://doi.org/10.1186/s12889-017-4319-3openalex-snapshot
Comparing national infectious disease surveillance systems: China and the Netherlands
inferredcites →https://doi.org/10.1186/s12910-020-00474-6openalex-snapshot
Community perspectives on the benefits and risks of technologically enhanced communicable disease surveillance systems: a report on four community juries
inferredcites →https://doi.org/10.1186/s12961-019-0440-3openalex-snapshot
Perspectives of Australian policy-makers on the potential benefits and risks of technologically enhanced communicable disease surveillance – a modified Delphi survey
inferredcites →https://doi.org/10.1186/s40504-017-0062-xopenalex-snapshot
An ethical assessment model for digital disease detection technologies
inferredcites →https://doi.org/10.1186/s40504-018-0078-xopenalex-snapshot
Disease surveillance data sharing for public health: the next ethical frontiers
inferredcites →https://doi.org/10.1371/journal.pcbi.1003904openalex-snapshot
Ethical Challenges of Big Data in Public Health
inferredcites →https://doi.org/10.17705/1cais.04434openalex-snapshot
Ethical Issues in Big Data Analytics: A Stakeholder Perspective
inferredcites →https://doi.org/10.2196/18795openalex-snapshot
A Case for Participatory Disease Surveillance of the COVID-19 Pandemic in India
inferredcites →https://doi.org/10.2196/18936openalex-snapshot
Peer-to-Peer Contact Tracing: Development of a Privacy-Preserving Smartphone App
inferredcites →https://doi.org/10.2196/19357openalex-snapshot
A Global Digital Citizen Science Policy to Tackle Pandemics Like COVID-19
inferredcites →https://doi.org/10.2196/23081openalex-snapshot
Concerns and Misconceptions About the Australian Government’s COVIDSafe App: Cross-Sectional Survey Study
inferredcites →https://doi.org/10.3201/eid2507.181421openalex-snapshot
Ethical Considerations for Movement Mapping to Identify Disease Transmission Hotspots
inferredcites →https://doi.org/10.3233/efi-180221openalex-snapshot
The Mixed Methods Appraisal Tool (MMAT) version 2018 for information professionals and researchers

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-57639-3_9openalex-snapshot
Systems Thinking Application to Ethical and Privacy Considerations in AI-Enabled Syndromic Surveillance Systems: Requirements for Under-Resourced Countries in Southern Africa
inferred← citeshttps://doi.org/10.1007/978-3-031-82622-1_5openalex-snapshot
Technologies for Predictive Modeling of Tropical Diseases
inferred← citeshttps://doi.org/10.1007/978-3-031-88538-9_13openalex-snapshot
Graph Neural Networks for Scene Understanding: A Review and Future Directions
inferred← citeshttps://doi.org/10.1007/s11596-024-2850-xopenalex-snapshot
Identification of Early Warning Signals of Infectious Diseases in Hospitals by Integrating Clinical Treatment and Disease Prevention
inferred← citeshttps://doi.org/10.1016/b978-0-443-19045-2.00016-7openalex-snapshot
The impact of “Big Data” on beginning-of-life issues
inferred← citeshttps://doi.org/10.1016/b978-0-443-31420-9.00010-3openalex-snapshot
Governance structures for coherent implementation of geopolitical trajectories
inferred← citeshttps://doi.org/10.1016/b978-0-443-43934-6.00005-5openalex-snapshot
Applications of artificial intelligence in infectious diseases
inferred← citeshttps://doi.org/10.1016/j.annepidem.2023.02.001openalex-snapshot
Current ethical and social issues in epidemiology
inferred← citeshttps://doi.org/10.1016/j.cmi.2026.07.052openalex-snapshot
Practical applications of artificial intelligence in infectious disease surveillance and control: opportunities, challenges, and ethical considerations
inferred← citeshttps://doi.org/10.1016/j.epidem.2022.100652openalex-snapshot
In the shadow of privacy: Overlooked ethical concerns in COVID-19 digital epidemiology
inferred← citeshttps://doi.org/10.1016/j.jinf.2023.07.006openalex-snapshot
Artificial intelligence, machine learning and deep learning: Potential resources for the infection clinician
inferred← citeshttps://doi.org/10.1016/j.newideapsych.2025.101187openalex-snapshot
Navigating ethical boundaries in death and mourning: A hybrid analysis toward a globally replicable framework
inferred← citeshttps://doi.org/10.1093/ofid/ofaf154openalex-snapshot
Country-Specific Data and Priorities for Pertussis in Latin America: Recent Findings From the Global Pertussis Initiative
inferred← citeshttps://doi.org/10.1101/2023.01.21.23284858openalex-snapshot
The Role of AI Model Documentation in Translational Science: A Scoping Review
inferred← citeshttps://doi.org/10.1108/jocm-06-2023-0219openalex-snapshot
Dysfunctional behaviours in the Ghanaian public service: can spirituality and ethics offer solutions?
inferred← citeshttps://doi.org/10.1109/iccrtee68719.2026.11566317openalex-snapshot
Ethical AI Framework for Protecting Human Rights in Digital Surveillance Systems
inferred← citeshttps://doi.org/10.1109/tqcebt67648.2026.11681583openalex-snapshot
Ethical AI Framework for Protecting Human Rights in Digital Surveillance Systems
inferred← citeshttps://doi.org/10.1370/afm.2895openalex-snapshot
Primary Care Physicians’ and Patients’ Perspectives on Equity and Health Security of Infectious Disease Digital Surveillance
inferred← citeshttps://doi.org/10.1371/journal.pdig.0000314openalex-snapshot
Strategies and solutions to address Digital Determinants of Health (DDOH) across underinvested communities
inferred← citeshttps://doi.org/10.1371/journal.pdig.0000941openalex-snapshot
Integrating equity, diversity, and inclusion throughout the lifecycle of artificial intelligence for healthcare: a scoping review
inferred← citeshttps://doi.org/10.2196/45903openalex-snapshot
The Role of Artificial Intelligence Model Documentation in Translational Science: Scoping Review
inferred← citeshttps://doi.org/10.2196/49185openalex-snapshot
Changes to Public Health Surveillance Methods Due to the COVID-19 Pandemic: Scoping Review
inferred← citeshttps://doi.org/10.2196/54705openalex-snapshot
AI Quality Standards in Health Care: Rapid Umbrella Review
inferred← citeshttps://doi.org/10.2196/preprints.111966openalex-snapshot
Dimensions of Justice in AI Ethics Guidelines and Digital Health Equity Research: Text-Mining Analysis and Scoping Review (Preprint)
inferred← citeshttps://doi.org/10.2196/preprints.79881openalex-snapshot
Managing Public Health with AI in Taiwan: The Roles of National Identity and Privacy Concern in Shaping Public Attitudes (Preprint)
inferred← citeshttps://doi.org/10.31436/jop.v3i1.195openalex-snapshot
Infection Control in Digital Era: Future or Futile?
inferred← citeshttps://doi.org/10.3389/fdgth.2025.1662642openalex-snapshot
Ethics of AI in healthcare: a scoping review demonstrating applicability of a foundational framework
inferred← citeshttps://doi.org/10.3389/fpubh.2024.1350743openalex-snapshot
Unconventional data, unprecedented insights: leveraging non-traditional data during a pandemic
inferred← citeshttps://doi.org/10.3389/fpubh.2026.1993792openalex-snapshot
Predicting pandemics, predicting people: the ethical limits of AI-powered public health surveillance
inferred← citeshttps://doi.org/10.3390/healthcare13111293openalex-snapshot
Hotspots and Trends in Research on Early Warning of Infectious Diseases: A Bibliometric Analysis Using CiteSpace
inferred← citeshttps://doi.org/10.3390/ijerph22071104openalex-snapshot
Early Warning of Infectious Disease Outbreaks Using Social Media and Digital Data: A Scoping Review
inferred← citeshttps://doi.org/10.4018/979-8-3373-7046-0.ch010openalex-snapshot
Implementing AI, Big Data, and the IoT
inferred← citeshttps://doi.org/10.4324/9781003106449openalex-snapshot
The Ethics of National Security Intelligence Institutions
inferred← citeshttps://doi.org/10.4324/9781003106449-14openalex-snapshot
The Future of Intelligence Practice
inferred← citeshttps://doi.org/10.47297/taposatwsp2633-456921.20250605openalex-snapshot
Ethical Governance and Intelligent Monitoring Model of the Digital Temple Big Data Center
inferred← citeshttps://doi.org/10.55248/gengpi.6.0425.1547openalex-snapshot
Establishing ethical frameworks for scalable data engineering and governance in AI-driven healthcare systems.
inferred← citeshttps://doi.org/10.59200/icarti.2023.009openalex-snapshot
Ethical Framework for Multi-Source Big Data Analytics Disease Surveillance in Public Healthcare
inferred← citeshttps://doi.org/10.7759/cureus.106690openalex-snapshot
Role of Digital Health Technologies and Artificial Intelligence in Modern Public Health Surveillance
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