From images to insight: AI builds the first pediatric reference map for meibomian glands

Dry eye disease is a common ocular condition that can significantly impair quality of life, and dysfunction of the meibomian glands is a major contributing factor. Advances in infrared meibography ...
IEEE

Secure Outsourcing Scheme for FCM-PSO Based Medical Image Segmentation Algorithm

Abstract: Machine learning algorithm for multi-modal image segmentation is extensively employed in medical analysis and diagnosis. Clustering represents a mainstream approach for image segmentation, ...
Frontiers

Multimodal connectivity-based cortical segmentation with graph neural networks

Due to the significant amount of time and expertise needed for manual segmentation of the brain cortex from magnetic resonance imaging (MRI) data, there is a substantial need for efficient and ...
IEEE

A Hybrid Chaotic Bat Algorithm with Deep Learning Optimization for Multi-Level Image Segmentation

Abstract: This paper examines the applicability of the Bat Algorithm (BA) and its variants as optimization frameworks for various image segmentation paradigms. Rather than introducing a new ...