[HTML][HTML] A principled framework to assess the information-theoretic fitness of brain functional sub-circuits

D Duong-Tran, N Nguyen, S Mu, J Chen, J Bao, FH Xu… - Mathematics, 2024 - mdpi.com
In systems and network neuroscience, many common practices in brain connectomic
analysis are often not properly scrutinized. One such practice is map** a predetermined …

Volume-optimal persistence homological scaffolds of hemodynamic networks covary with MEG theta-alpha aperiodic dynamics

N Nguyen, T Hou, E Amico, J Zheng, H Huang… - … Conference on Medical …, 2024 - Springer
Higher-order properties of functional magnetic resonance imaging (fMRI) induced
connectivity have been shown to unravel many exclusive topological and dynamical insights …

TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model

M Xu, S Gupta, X Hu, C Li, S Abousamra… - arxiv preprint arxiv …, 2024 - arxiv.org
Accurately modeling multi-class cell topology is crucial in digital pathology, as it provides
critical insights into tissue structure and pathology. The synthetic generation of cell topology …