Medical image segmentation based on deep feature learning and multistage classification

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...

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