Review on complex network analysis techniques in the brain structural and functional imaging of Alzheimers disease patients(PDF)
《中国医学物理学杂志》[ISSN:1005-202X/CN:44-1351/R]
- Issue:
- 2024年第8期
- Page:
- 1053-1056
- Research Field:
- 医学人工智能
- Publishing date:
Info
- Title:
- Review on complex network analysis techniques in the brain structural and functional imaging of Alzheimers disease patients
- Author(s):
- HUANG Jian1; WANG Zhi2
- 1. Department of Pre-hospital Emergency, Chenzhou First?eoples Hospital, Chenzhou 423000, China 2. Department of General Practice, Affiliated Hospital of Xiangnan University (Clinical School), Chenzhou 423000, China
- Keywords:
- Keywords: Alzheimers disease magnetic resonance imaging complex network analysis technique review
- PACS:
- R318；R749.16
- DOI:
- DOI:10.3969/j.issn.1005-202X.2024.08.021
- Abstract:
- Abstract: A comprehensive review of the progress in applying complex network analysis techniques to brain imaging studies of Alzheimers disease (AD) is provided. It summarizes the research findings of these techniques in revealing the abnormalities in brain structure and function of AD patients, explores the potential value of these techniques in the early diagnosis and disease progression monitoring of AD, and discusses the current limitations and challenges. Furthermore, it also outlines future research directions, including the development of new network analysis methods, integration of multimodal imaging data, and the application of machine learning technologies.
Last Update: 2024-08-31