Self-pretraining of 3D transformer variations with masked autoencoders for multiple instances in medical image analysis

• Main Author: Li, Linyuan
• Other Authors: Jiang Xudong
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/173323
• Institution: Nanyang Technological University

Medical image analysis is a multi-discipline field of comprehensive medical imaging, mathematical modelling, artificial intelligence and other technologies. It has key processes such as digital image processing, feature analysis, evaluation and decision making. Traditional medical image analysis met...