Data Anonymization for Pervasive Health Care: Systematic Literature Mapping Study
JMIR Medical Informatics, 2021 BackgroundData science offers an unparalleled opportunity to identify new insights into many aspects of human life with recent advances in health care.
Zheming Zuo +5 more
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Data Anonymization: An Experimental Evaluation Using Open-Source Tools
Future Internet, 2022 In recent years, the use of personal data in marketing, scientific and medical investigation, and forecasting future trends has really increased. This information is used by the government, companies, and individuals, and should not contain any sensitive
Joana Tomás +2 more
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Subtle biases introduced in equity studies through data anonymization. [PDF]
PLoS ONEThis work investigates the trade-off between data anonymization and utility, particularly focusing on the implications for equity-related research in education.
Paulo Fazendeiro +2 more
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Design and evaluation of a data anonymization pipeline to promote Open Science on COVID-19 [PDF]
Scientific Data, 2020 The Lean European Open Survey on SARS-CoV-2 Infected Patients (LEOSS) is a European registry for studying the epidemiology and clinical course of COVID-19.
Carolin E. M. Jakob +4 more
doaj +2 more sources
Comparison of Three Anonymization Tools for a Health Fitness Study [PDF]
Scientific DataOne of many challenges to open science is anonymization of personal data so that it may be shared. This paper presents a case study of the anonymization of a dataset containing cardio-respiratory fitness and commuting patterns for Slovenian school ...
Paul Francis +4 more
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Privacy Beyond the Face: Assessing Gait Privacy Through Realistic Anonymization in Industrial Monitoring [PDF]
SensorsIn modern industrial environments, camera-based monitoring is essential for workflow optimization, safety, and process control, yet it raises significant privacy concerns when people are recorded.
Sarah Weiß +4 more
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Guardians of the data: NER and LLMs for effective medical record anonymization in Brazilian Portuguese [PDF]
Frontiers in Public HealthIntroductionThe anonymization of medical records is essential to protect patient privacy while enabling the use of clinical data for research and Natural Language Processing (NLP) applications.
Mauricio Schiezaro +3 more
doaj +2 more sources
JMIR Medical Informatics, 2021 BackgroundSpontaneous reporting systems (SRSs) have been increasingly established to collect adverse drug events for fostering adverse drug reaction (ADR) detection and analysis research. SRS data contain personal information, and
Jie-Teng Wang, Wen-Yang Lin
doaj +1 more source
A Multi-Objective Degree-Based Network Anonymization Method
Algorithms, 2023 Enormous amounts of data collected from social networks or other online platforms are being published for the sake of statistics, marketing, and research, among other objectives.
Ola N. Halawi +2 more
doaj +1 more source
Anonymization Procedures for Tabular Data: An Explanatory Technical and Legal Synthesis
Information, 2023 In the European Union, Data Controllers and Data Processors, who work with personal data, have to comply with the General Data Protection Regulation and other applicable laws. This affects the storing and processing of personal data.
Robert Aufschläger +6 more
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