5 papers
Robust probabilistic measurement of structural-functional module consistency in infant brain development
Lingbin Bian, Feihong Liu, Qian Wang +3
Brain network is commonly divided into modules for analyzing their functionally segregated roles for group-level analysis in neuroimaging studies. Here, we introduce stochastic mod…
Evaluating the evolution and inter-individual variability of infant functional module development from 0 to 5 years old
Lingbin Bian, Nizhuan Wang, Yuanning Li +5
The segregation and integration of infant brain networks undergo tremendous changes due to the rapid development of brain function and organization. Traditional methods for estimat…
LoCI-DiffCom: Longitudinal Consistency-Informed Diffusion Model for 3D Infant Brain Image Completion
Zihao Zhu, Tianli Tao, Yitian Tao +10
The infant brain undergoes rapid development in the first few years after birth.Compared to cross-sectional studies, longitudinal studies can depict the trajectories of infants bra…
Revolutionizing Disease Diagnosis with simultaneous functional PET/MR and Deeply Integrated Brain Metabolic, Hemodynamic, and Perfusion Networks
Luoyu Wang, Yitian Tao, Qing Yang +5
Simultaneous functional PET/MR (sf-PET/MR) presents a cutting-edge multimodal neuroimaging technique. It provides an unprecedented opportunity for concurrently monitoring and integ…
Cas-DiffCom: Cascaded diffusion model for infant longitudinal super-resolution 3D medical image completion
Lianghu Guo, Tianli Tao, Xinyi Cai +11
Early infancy is a rapid and dynamic neurodevelopmental period for behavior and neurocognition. Longitudinal magnetic resonance imaging (MRI) is an effective tool to investigate su…