Medical image segmentation using diffusion models

• Main Author: Chen, Shang
• Other Authors: Jiang Xudong
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/175426
• Institution: Nanyang Technological University

The dissertation presents an advanced exploration of diffusion models for medi cal image segmentation, incorporating prior knowledge to enhance accuracy and reliability. By integrating anatomical and spatial priors, the model achieves sig nificant improvements in segmenting complex structures within...