Performance Analysis of Deep Learning Models for Femur Segmentation in MRI Scan

Mengyuan Liu, Yixiao Chen, Anning Tian +4

Convolutional neural networks like U-Net excel in medical image segmentation, while attention mechanisms and KAN enhance feature extraction. Meta's SAM 2 uses Vision Transformers f…