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 …

Privacy was defined as a fundamental human right in the Universal Declaration of Human
Rights at the 1948 United Nations General Assembly. However, there is still no consensus …

This paper studies model-inversion attacks, in which the access to a model is abused to infer
information about the training data. Since its first introduction by [??], such attacks have …

The ability of large language models (LLMs) to follow natural language instructions with
human-level fluency suggests many opportunities in healthcare to reduce administrative …

Hercules Dalianis Secondary Use of Electronic Patient Records Page 1 Hercules Dalianis
Clinical Text Mining Secondary Use of Electronic Patient Records Page 2 Clinical Text …

The last decade has seen an exponential growth in the quantity of clinical data collected
nationwide, triggering an increase in opportunities to reuse the data for biomedical research …

Artificial intelligence (AI) tools may assist breast screening mammography programs, but
limited evidence supports their generalizability to new settings. This retrospective study used …

Abstract The 2016 CEGS N-GRID shared tasks for clinical records contained three tracks.
Track 1 focused on de-identification of a new corpus of 1000 psychiatric intake records. This …

The collection and use of personal data are becoming more common in today's data-driven
culture. While there are many advantages to this, including better decision-making and …

Objective To describe the infrastructure, tools, and services developed at Stanford Medicine
to maintain its data science ecosystem and research patient data repository for clinical and …