[PDF][PDF] Federated Learning on Internet of Things: Extensive and Systematic Review.

M Aggarwal, V Khullar, S Rani, TA Prola… - … , Materials & Continua, 2024 - researchgate.net
The proliferation of IoT devices requires innovative approaches to gaining insights while
preserving privacy and resources amid unprecedented data generation. However, FL …

Unified Model for Children's Brain Image Segmentation with Co-Registration Framework Guided by Longitudinal MRI

L Teng, Y He, Z Cao, R Hua, Y Han… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Accurate segmentation of brain structures is crucial for analyzing longitudinal changes in
children's brains. However, existing methods are mostly based on models established at a …

Decentralized Diagnosis: Privacy-Preserving Brain Tumor Classification with Federated Learning

C Lhasnaoui, A Ait-Mlouk, T Agouti, M Sadgal - 2024 - openreview.net
Brain tumors pose a significant global health challenge, driving ongoing research
advancements in early detection methods. Artificial intelligence (AI) and deep learning (DL) …