Medical image segmentation based on deep feature learning and multistage classification

• Main Author: Wang, Xiaohong
• Other Authors: Jiang Xudong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/137579
• Institution: Nanyang Technological University

Automatic segmentation of target organs in medical image plays a crucial role in the computer-aided diagnosis of human diseases, like retinal vessel from fundus image, and melanoma from dermoscopic image. Manual segmentation of those tissues is a time-consuming and labor-intensive task that is not f...