2 citations · 4 across the 7 of their papers we have counts for
7 papers
Chemical Environment Adaptive Learning for Optical Band Gap Prediction of Doped Graphitic Carbon Nitride Nanosheets
Chen Chen, Enze Xu, Defu Yang +5
This study presents a novel Machine Learning Algorithm, named Chemical Environment Graph Neural Network (ChemGNN), designed to accelerate materials property prediction and advance…
Pathology Steered Stratification Network for Subtype Identification in Alzheimer's Disease
Enze Xu, Jingwen Zhang, Jiadi Li +4
Alzheimer's disease (AD) is a heterogeneous, multifactorial neurodegenerative disorder characterized by beta-amyloid, pathologic tau, and neurodegeneration. There are no effective…
Uncovering the System Vulnerability and Criticality of Human Brain under Dynamical Neuropathological Events in Alzheimer's Disease
Jingwen Zhang, Qing Liu, Haorui Zhang +5
Background: Despite the striking efforts in investigating neurobiological factors behind the acquisition of amyloid-\b{eta} (A), protein tau (T), and neurodegeneration ([N]) biomar…
Analyzing the Spatiotemporal Interaction and Propagation of ATN Biomarkers in Alzheimer's Disease using Longitudinal Neuroimaging Data
Qing Liu, Defu Yang, Jingwen Zhang +3
Three major biomarkers: beta-amyloid (A), pathologic tau (T), and neurodegeneration (N), are recognized as valid proxies for neuropathologic changes of Alzheimer's disease. While t…
A Network-Guided Reaction-Diffusion Model of AT[N] Biomarkers in Alzheimer's Disease
Jingwen Zhang, Defu Yang, Wei He +2
Currently, many studies of Alzheimer's disease (AD) are investigating the neurobiological factors behind the acquisition of beta-amyloid (A), pathologic tau (T), and neurodegenerat…
Finding Acceptable Parameter Regions of Stochastic Hill functions for Multisite Phosphorylation Mechanism
Minghan Chen, Mansooreh Ahmadian, Layne Watson +1
Multisite phosphorylation plays an important role in regulating switchlike protein activity and has been used widely in mathematical models. With the development of new experimenta…