MedShieldFL-a privacy-preserving hybrid federated learning framework for intelligent healthcare systems. [PDF]
Murala DK +3 more
europepmc +1 more source
Competition Policy and Agribusiness in the Biden Administration
ABSTRACT The Biden Administration pursued a set of ambitious competition policy initiatives in agriculture and agribusiness, primarily aimed at livestock and poultry supply chains, farm inputs, and food retailing. The initiatives included expanded antitrust enforcement; new US Department of Agriculture (USDA) contract regulations requiring poultry ...
James M. MacDonald
wiley +1 more source
Privacy-Preserving Verification of ML Preprocessing via Model Behavior Indicators. [PDF]
Li W +4 more
europepmc +1 more source
Assessing Photovoltaic Recycling Capacities and Policy Gaps in the European Union
This study maps photovoltaic recycling capacity in the EU and key global regions, highlighting gaps between growing waste volumes and available infrastructure. It combines survey insights and policy analysis to identify recycling bottlenecks and offers recommendations to boost circularity in the solar sector.
Nieves Espinosa +3 more
wiley +1 more source
Privacy-preserving federated prediction of health outcomes using multi-center survey data. [PDF]
Das S +11 more
europepmc +1 more source
The Role of Artificial Intelligence in Medication Management for Older Adults: A Systematic Review
Artificial intelligence enhances medication management for older adults by improving adherence, personalizing treatment, and predicting risks. Despite benefits, challenges remain in usability, trust, ethics, and system integration. Successful adoption requires user‐centered design, ethical safeguards, and seamless healthcare integration to ensure safe,
Dipak Chandra Das +9 more
wiley +1 more source
EnDuSecFed: an ensemble approach for privacy preserving Federated Learning with dual-security framework for sustainable healthcare. [PDF]
Shrimali B +5 more
europepmc +1 more source
Swedish farmers' approval of nudges
Abstract Interest in the use of behavioral policy approaches, such as nudges, has strongly increased over the past years, including in the domains of food, agricultural and environmental policies. While the approval of nudges among the general public has been studied extensively, we know little about the attitude of farmers toward nudging. Farmers may (
Liesbeth Colen +2 more
wiley +1 more source
A framework for privacy-preserving similarity search of massive multi-party genomic data. [PDF]
Liu J +5 more
europepmc +1 more source

