Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 12 of 12 for “"Protected Health Information"”.
-
The Health of Patient Privacy: The Patient's Perspective on the HIPAA Protected Health Information
<p>Problem</p> <p>As healthcare entities continue to focus on HIPAA compliance, they must enforce policies that require patients to sign and express understanding of the organization’s privacy policies. It appears the patient’s perspective on healthcare privacy has not been considered within the …
-
Clinical Text De-identification Using Large Language Models: Insights from Organ Procurement Data
… models (LLMs) to effectively identify and remove protected health information (PHI), aiming to maintain high data utility post-redaction. Our work systematically evaluates the performance of the LLM-based method against established baseline techniques, including traditional Named Entity …
-
A de-identifier for electronic medical records based on a heterogeneous feature set
… Entity Recognizer (NER) to detect instances of Protected Health Information (PHI) in electronic medical records (A de-identifier). The de-identifier was built by creating a comprehensive set of features formed by combining features from the most successful named entity recognizers and …
-
Automated de-identification of free-text medical records
… study at the Harvard-MIT Division of Health Science and Technology (HST) to automatically de-identify confidential patient information from text medical records used in intensive care units (ICUs). Patient records are a vital resource in medical research. Before such records can be …
-
Digital Health-Data platforms : biometric data aggregation and their potential impact to centralize Digital Health-Data
Digital Health-Data is being collected at unprecedented rates today as biometric micro sensors continue to diffuse into our lives in the form of smart devices, wearables, and even clothing. From this data, we hope to learn more about preventative health so that we can spend less money on the …
-
Computer-assisted de-identification of free-text nursing notes
… privacy by removing personally identifiable information from medical records before sharing the data with other researchers. Different computer-assisted methods are evaluated for removing and replacing protected health information (PHI) from free-text nursing notes collected in the hospital …
-
Analysis of the Adherence of mHealth Applications to HIPAA Technical Safeguards
<p>The proliferation of mobile health technology, or mHealth apps, has made it essential to protect individual health details. People now have easy access to digital platforms that allow them to save, share, and access their medical data and treatment information as well as easily monitor and …
-
Assessing models for de-identification of Electronic Discharge Summary Using Machine Learning tools
… is a technique that eliminates identifying information from Clinical Records in order to protect individual privacy. This procedure decreases the chance of personal information being collected, processed, distributed, and published from being used to identify the person. When Machine …
-
Privacy and identifiability in clinical research, personalized medicine, and public health surveillance
Electronic transmission of protected health information has become pervasive in research, clinical, and public health investigations, posing substantial risk to patient privacy. From clinical genetic screenings to publication of data in research studies, these activities have the potential to …
-
Facilitating patient and administrator analyses of electronic health record accesses
… in an era of increasing ubiquity of digitized healthcare as the speed and sophistication of technology follows an ever-growing trend. Electronic health records (EHRs) are an integral part of the growing healthcare industry which offers ease of access and new functionality while simultaneously …
-
Practical Considerations For the Deployment of Clinical NLP Systems
… specialized, safety critical domains such as healthcare. A healthcare system attempting to automate a clinical task must weigh all approaches with respect to safety, efficacy, and efficiency. This thesis investigates the challenges and implications of implementing LLMs in clinical settings, …
-
Privacy concerns of web tracking on healthcare websites
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2023-04-12 without embargo terms