IEEE

A Hybrid Brain Tumor Classification Using FL With FedAvg and FedProx for Privacy and Robustness Across Heterogeneous Data Sources

Abstract: Data privacy and heterogeneity among healthcare settings present fundamental challenges to machine learning (ML) brain tumor classification (BTC) model development based on local data. In ...
Journal of Medical Internet Research

Primary Technology-Enhanced Care for Hypertension Scaling Program: Trial-Based Economic Evaluation Examining Effectiveness and Cost-Effectiveness Using Real-World Data in Singapore

Comparing the PTEC-HT scaling program with usual care, a trial-based economic evaluation using patient-level data was conducted to examine the effectiveness and cost-effectiveness over time horizons ...
IEEE

Current Signature-Based Bearing Fault Severity Classification Using a Robust Multilevel Cascaded Framework

Abstract: Bearing faults are a critical concern in electrical machines, particularly permanent magnet synchronous motors (PMSMs), commonly used in electric vehicles. Early and accurate classification ...
RAPS

FDA official: 17 drugs approved using continuous manufacturing, growth seen in emerging tech program

FDA's Adam Fisher speaks at the 2026 REdI meeting. (Source: REdI) Adam Fisher, the staff director of the Office of Pharmaceutical Quality in the Center for Drug Evaluation and Research (CDER) at the ...