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Vital Directions For Health And Health Care: Priorities For 2025.
Health Aff (Millwood)
January 2025
J. Michael McGinnis, National Academy of Medicine.
In 2016, ahead of the US presidential election, the National Academy of Medicine launched the strategic initiative Vital Directions for Health and Health Care-a series of papers on critical areas of US health care written by the nation's experts and intended to provide nonpartisan guidance to the incoming administration. The National Academy of Medicine continued the initiative in 2021. The current series, titled Vital Directions for Health and Health Care: Priorities for 2025, contains six articles on priority areas in US health and medicine that demand urgent attention.
View Article and Find Full Text PDFPractical Implementation of Federated Learning for Detecting Backdoor Attacks in a Next-word Prediction Model.
Sci Rep
January 2025
Research and Development Office, The Education University of Hong Kong, Hong Kong, China.
This article details the development of a next-word prediction model utilizing federated learning and introduces a mechanism for detecting backdoor attacks. Federated learning enables multiple devices to collaboratively train a shared model while retaining data locally. However, this decentralized approach is susceptible to manipulation by malicious actors who control a subset of participating devices, thereby biasing the model's outputs on specific topics, such as a presidential election.
View Article and Find Full Text PDFBirds of a feather? Mis- and dis-information on the social media platform X related to avian influenza.
Antimicrob Steward Healthc Epidemiol
January 2025
Clinical Informatics Center, University of Texas Southwestern Medical Center, Dallas, TX 75390 USA.
Objective: Social media has become an important tool in monitoring infectious disease outbreaks such as coronavirus disease 2019 and highly pathogenic avian influenza (HPAI). Influenced by the recent announcement of a possible human death from H5N2 avian influenza, we analyzed tweets collected from X (formerly Twitter) to describe the messaging regarding the HPAI outbreak, including mis- and dis-information, concerns, and health education.
Methods: We collected tweets involving keywords relating to HPAI for 5 days (June 04 to June 08, 2024).
Southern Surgical Association: Leadership Pre and Post Flexner's Report.
J Am Coll Surg
January 2025
Professor Emeritus, Department of Surgery University of Alabama at Birmingham.
The Joseph M Donald Endowment for the Archival Collection of the Southern Surgical Association is named for the 73rd President Elect of the Southern Surgical Association (Figure 1), who died in 1961 at age 57 before he had the opportunity to deliver his Presidential Address. Dr Donald's career as a surgeon in Birmingham began in 1931 after the completion of his residency at the Mayo Clinic. He was one of four generations of Donalds to serve Alabama as physicians.
View Article and Find Full Text PDFCivic identity: media, belonging, & Latiné youth in the 2020 US presidential election.
Identities (Yverdon)
June 2024
Department of Educational Leadership & Policy, University of Texas-Austin; Austin, TX, USA.
We explore how Latiné immigrant-origin youth used and made sense of media to enact their civic identities during the 2020 US presidential election cycle. In a polarized national context, this project highlights the voices and experiences of the participants (n=39). We conducted and analysed semi-structured interviews to identify three comprehensive themes.
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