[HTML][HTML] Use and understanding of anonymization and de-identification in the biomedical literature: scoping review
R Chevrier, V Foufi, C Gaudet-Blavignac… - Journal of medical …, 2019 - jmir.org
Background The secondary use of health data is central to biomedical research in the era of
data science and precision medicine. National and international initiatives, such as the …
data science and precision medicine. National and international initiatives, such as the …
Challenges and open problems of legal document anonymization
Data sharing is a central aspect of judicial systems. The openly accessible documents can
make the judiciary system more transparent. On the other hand, the published legal …
make the judiciary system more transparent. On the other hand, the published legal …
Sharing ICU patient data responsibly under the society of critical care medicine/European society of intensive care medicine joint data science collaboration: the …
PJ Thoral, JM Peppink, RH Driessen… - Critical care …, 2021 - journals.lww.com
OBJECTIVES: Critical care medicine is a natural environment for machine learning
approaches to improve outcomes for critically ill patients as admissions to ICUs generate …
approaches to improve outcomes for critically ill patients as admissions to ICUs generate …
Survey on privacy-preserving techniques for microdata publication
The exponential growth of collected, processed, and shared microdata has given rise to
concerns about individuals' privacy. As a result, laws and regulations have emerged to …
concerns about individuals' privacy. As a result, laws and regulations have emerged to …
Flexible data anonymization using ARX—Current status and challenges ahead
The race for innovation has turned into a race for data. Rapid developments of new
technologies, especially in the field of artificial intelligence, are accompanied by new ways …
technologies, especially in the field of artificial intelligence, are accompanied by new ways …
Safepub: A truthful data anonymization algorithm with strong privacy guarantees
Methods for privacy-preserving data publishing and analysis trade off privacy risks for
individuals against the quality of output data. In this article, we present a data publishing …
individuals against the quality of output data. In this article, we present a data publishing …
[HTML][HTML] Secondary use of clinical data in data-gathering, non-interventional research or learning activities: definition, types, and a framework for risk assessment
M Jungkunz, A Köngeter, K Mehlis, EC Winkler… - Journal of Medical …, 2021 - jmir.org
Background The secondary use of clinical data in data-gathering, non-interventional
research or learning activities (SeConts) has great potential for scientific progress and …
research or learning activities (SeConts) has great potential for scientific progress and …
Ethics and epistemology in big data research
Biomedical innovation and translation are increasingly emphasizing research using “big
data.” The hope is that big data methods will both speed up research and make its results …
data.” The hope is that big data methods will both speed up research and make its results …
Survey on privacy-preserving techniques for data publishing
The exponential growth of collected, processed, and shared microdata has given rise to
concerns about individuals' privacy. As a result, laws and regulations have emerged to …
concerns about individuals' privacy. As a result, laws and regulations have emerged to …
Secondary use of patient data: review of the literature published in 2016
DR Schlegel, G Ficheur - Yearbook of medical informatics, 2017 - thieme-connect.com
Objectives: To summarize recent research and emerging trends in the area of secondary
use of healthcare data, and to present the best papers published in this field, selected to …
use of healthcare data, and to present the best papers published in this field, selected to …