De-identification of patient notes with recurrent neural networks [PDF]
, 2016 Objective: Patient notes in electronic health records (EHRs) may contain critical information for medical investigations. However, the vast majority of medical investigators can only access de-identified notes, in order to protect the confidentiality of ...
Dernoncourt, Franck +3 more
core +2 more sources
Integrating Utility into Face De-identification [PDF]
, 2006 With the proliferation of inexpensive video surveillance and face recognition technologies, it is increasingly possible to track and match people as they move through public spaces. To protect the privacy of subjects visible in video sequences, prior research suggests using ad hoc obfuscation methods, such as blurring or pixelation of the face.
Ralph Gross +3 more
openaire +1 more source
Large-scale evaluation of automated clinical note de-identification and its impact on information extraction [PDF]
, 2014 Objective: (1) To evaluate a state-of-the-art natural language processing (NLP)-based approach to automatically de-identify a large set of diverse clinical notes. (2) To measure the impact of de-identification on the performance of information extraction
Deleger, Louise +10 more
core +1 more source
CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks
, 2020 The unprecedented increase in the usage of computer vision technology in society goes hand in hand with an increased concern in data privacy. In many real-world scenarios like people tracking or action recognition, it is important to be able to process ...
Elezi, Ismail +2 more
core +1 more source
, 2020 Steps to take to check your data for identifiable cases.
Edwards, Ashley +1 more
openaire +2 more sources
Privacy-Preserving Human Action Recognition with a Many-Objective Evolutionary Algorithm
Sensors, 2022 Wrist-worn devices equipped with accelerometers constitute a non-intrusive way to achieve active and assisted living (AAL) goals, such as automatic journaling for self-reflection, i.e., lifelogging, as well as to provide other services, such as general ...
Pau Climent-Pérez +1 more
doaj +1 more source
Automatic de-identification of textual documents in the electronic health record: a review of recent research [PDF]
, 2010 Background In the United States, the Health Insurance Portability and Accountability Act (HIPAA) protects the confidentiality of patient data and requires the informed consent of the patient and approval of the Internal Review Board to use data for ...
Stephane M Meystre +4 more
core +2 more sources
Protected Health Information filter (Philter): accurately and securely de-identifying free-text clinical notes. [PDF]
, 2020 There is a great and growing need to ascertain what exactly is the state of a patient, in terms of disease progression, actual care practices, pathology, adverse events, and much more, beyond the paucity of data available in structured medical record ...
Butte, Atul J +13 more
core +1 more source
Preparing a collection of radiology examinations for distribution and retrieval [PDF]
, 2015 OBJECTIVE: Clinical documents made available for secondary use play an increasingly important role in discovery of clinical knowledge, development of research methods, and education. An important step in facilitating secondary use of clinical document
Antani, Sameer +7 more
core +1 more source
Standardization of guidelines for patient photograph deidentification [PDF]
, 2016 IMPORTANCE: This work was performed to advance patient care by protecting patient anonymity. OBJECTIVES: This study aimed to analyze the current practices used in patient facial photograph deidentification and set forth standardized guidelines for ...
Roberts, Erik +2 more
core +2 more sources