Anonymisation models for text data: State of the art, challenges and future directions
This position paper investigates the problem of automated text anonymisation, which is a
prerequisite for secure sharing of documents containing sensitive information about …
prerequisite for secure sharing of documents containing sensitive information about …
[HTML][HTML] Clinical data reuse or secondary use: current status and potential future progress
SM Meystre, C Lovis, T Bürkle… - Yearbook of medical …, 2017 - thieme-connect.com
Objective: To perform a review of recent research in clinical data reuse or secondary use,
and envision future advances in this field. Methods: The review is based on a large literature …
and envision future advances in this field. Methods: The review is based on a large literature …
Examining individuals' adoption of healthcare wearable devices: An empirical study from privacy calculus perspective
Background Wearable technology has shown the potential of improving healthcare
efficiency and reducing healthcare cost. Different from pioneering studies on healthcare …
efficiency and reducing healthcare cost. Different from pioneering studies on healthcare …
Using structural topic modeling to gain insight into challenges faced by leaders
S Tonidandel, KM Summerville, WA Gentry… - The Leadership …, 2022 - Elsevier
This paper leverages technological and methodological advances in natural language
processing to advance our understanding and approaches to leadership research by …
processing to advance our understanding and approaches to leadership research by …
Recent advances in clinical natural language processing in support of semantic analysis
Objectives: We present a review of recent advances in clinical Natural Language Processing
(NLP), with a focus on semantic analysis and key subtasks that support such analysis …
(NLP), with a focus on semantic analysis and key subtasks that support such analysis …
An empirical study of patients' privacy concerns for health informatics as a service
Z Xu - Technological Forecasting and Social Change, 2019 - Elsevier
The combination of two frontier technologies, health informatics and cloud computing, is
known as Health Informatics as a Service (HIaaS). Considering the importance of privacy …
known as Health Informatics as a Service (HIaaS). Considering the importance of privacy …
DEDUCE: A pattern matching method for automatic de-identification of Dutch medical text
In order to use medical text for research purposes, it is necessary to de-identify the text for
legal and privacy reasons. We report on a pattern matching method to automatically de …
legal and privacy reasons. We report on a pattern matching method to automatically de …
Customization scenarios for de-identification of clinical notes
Background Automated machine-learning systems are able to de-identify electronic medical
records, including free-text clinical notes. Use of such systems would greatly boost the …
records, including free-text clinical notes. Use of such systems would greatly boost the …
Privacy policy and technology in biomedical data science
Privacy is an important consideration when sharing clinical data, which often contain
sensitive information. Adequate protection to safeguard patient privacy and to increase …
sensitive information. Adequate protection to safeguard patient privacy and to increase …
[HTML][HTML] State of the art and a mixed-method personalized approach to assess patient perceptions on medical record sharing and sensitivity
Objective Sensitive health information possesses risks, such as stigma and discrimination,
when disclosed. Few studies have used a patient's own electronic health records (EHRs) to …
when disclosed. Few studies have used a patient's own electronic health records (EHRs) to …