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 ...
IEEE

FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillation

Abstract: While industrial anomaly detection (AD) technology has experienced notable advancements in recent years, the challenges of generating realistic anomalies and acquiring a deep understanding ...
The Lancet

Setting research priorities to understand and address the impact of climate change on the health of women and children in low-income and middle-income countries using the Child ...

iDepartment of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan jInstitute for Global Health and Development, Aga Khan University South-Central Asia, East Africa, and UK, Karachi, ...