Ya-Jun Xie

Optimized Residual U-Net with Ant Colony Hyperparameter Tuning for Lung-Field Segmentation in Chest X-Ray Images

To address the challenges of hyperparameter sensitivity and loss of fine details in medical image segmentation, particularly in lung-field segmentation from chest X-ray images, this study introduces a hybrid neural network architecture named UNet-ResNet50-ACO. The proposed framework integrates the Ant Colony Optimizati...