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Privacy preserving strategies for electronic health records in the era of large language models.
NPJ Digit Med
January 2025
Graduate School of Public Health, St. Luke's International University, Tokyo, Japan.
Electronic health records (EHRs) secondary usage with large language models (LLMs) raise privacy challenges. National regulations like GDPR and HIPAA offer protection frameworks, but specific strategies are needed to mitigate risk in generative AI. Risks can be reduced by using strategies like privacy-preserving locally deployed LLMs, synthetic data generation, differential privacy, and deidentification.
View Article and Find Full Text PDFValvular Heart Disease-Related Mortality Between Middle- and High-Income Countries During 2000 to 2019.
JACC Adv
December 2024
Division of Cardiac Surgery, St. Michael's Hospital of Unity Health Toronto, Toronto, Ontario, Canada.
Background: Valvular heart disease (VHD) management has evolved rapidly in recent decades, but disparities in health care access persist among countries with varying socioeconomic backgrounds.
Objectives: The purpose of this study was to investigate global mortality trends from VHD and assess the difference between middle- and high-income countries.
Methods: We obtained mortality data from the World Health Organization Mortality Database for VHD and its subgroups (rheumatic valvular disease [RVD], infective endocarditis [IE], aortic stenosis [AS], and mitral regurgitation [MR]) from 2000 to 2019.
Optimal Strategy for Complete Revascularization in ST-Segment Elevation Myocardial Infarction and Multivessel Disease: A Network Meta-Analysis.
J Am Coll Cardiol
January 2025
Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, New York, New York, USA. Electronic address: https://twitter.com/DLBHATTMD.
Background: In patients with ST-segment elevation myocardial infarction (STEMI) and multivessel coronary artery disease, most but not all randomized trials have reported that complete revascularization (CR) offers advantages over culprit vessel-only revascularization. In addition, the optimal timing and assessment methods for CR remain undetermined.
Objectives: The purpose of this study was to identify the optimal revascularization strategy in patients with STEMI and multivessel disease, using a network meta-analysis of randomized controlled trials.
Elevated serum magnesium levels prompt favourable outcomes in cancer patients treated with immune checkpoint blockers.
Eur J Cancer
December 2024
Department of Medical Oncology, Mugla Sıtkı Koçman University Faculty of Medicine, Mugla, Turkey.
Establishing the Indonesian Systemic Lupus Erythematosus Regional (ISLET) Registry: Aftermath of the Asia Pacific League of Associations for Rheumatology (APLAR) Center of Excellence Exchange Program.
Int J Rheum Dis
December 2024
Division of Rheumatology, Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.
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