Latest

Cancer genetics

Alternative to Federated Learning in Medical Imaging: Categorical and Phenotypic Image Synthetic Learning

Researchers from the University of Texas Southwestern Medical Center have developed a novel method, Categorical and Phenotypic Image Synthetic Learning (CATphishing), to address the challenges of traditional federated learning in medical imaging. This innovative approach uses Latent Diffusion Models to generate synthetic multi-contrast three-dimensional magnetic resonance imaging data, eliminating the

Biological response modifiers

Divergent Interferon Responses and Cytokine Storm Signaling in Egyptian Rousette Bats and Marburg Virus

Researchers at the Robert Koch Institute have discovered unique coevolutionary relationships between Egyptian rousette bats and the Marburg virus, which causes a highly pathogenic zoonotic viral hemorrhagic fever. The study found that Marburg virus elicits muted interferon responses and cytokine storm signaling in bat macrophages, unlike Sudan virus, which induces

Algorithms

Advances in Engineering: Reinforcement Guided Genetic Algorithm for MPSoC Scheduling

Researchers from Southern Technical University, in collaboration with Mahmood A. Al-Shareeda and Ahmad Taher Azar, have developed a novel hybrid application mapping framework that integrates Genetic Algorithm (GA) with Reinforcement Learning (RL) to optimize task allocation in 2D Network-on-Chip based Multiprocessor System-on-Chip (NoC-based MPSoC) architectures. This innovative approach, called Reinforcement