Modality-aware discriminative fusion network for integrated analysis of brain imaging genomics

• Main Authors: SHENG, Xiaoqi, CAI, Hongmin, NIE, Yongwei, HE, Shengfeng, CHEUNG, Yiu-Ming, CHEN, Jiazhou
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Brain imaging genomics; early diagnosis; mild cognitive impairment (MCI); multimodal fusion; Artificial Intelligence and Robotics; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/9800
• Institution: Singapore Management University

Mild cognitive impairment (MCI) represents an early stage of Alzheimer's disease (AD), characterized by subtle clinical symptoms that pose challenges for accurate diagnosis. The quest for the identification of MCI individuals has highlighted the importance of comprehending the underlying mechan...