69 citations · 213 across the 14 of their papers we have counts for
Showing 2018Show all
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stat.ML2018
Network Modeling and Pathway Inference from Incomplete Data ("PathInf")
Xiang Li, Qitian Chen, Xing Wang +3
In this work, we developed a network inference method from incomplete data ("PathInf") , as massive and non-uniformly distributed missing values is a common challenge in practical…
cs.CV2018★ 7 cited
Multi-Estimator Full Left Ventricle Quantification through Ensemble Learning
Jiasha Liu, Xiang Li, Hui Ren +1
Cardiovascular disease accounts for 1 in every 4 deaths in United States. Accurate estimation of structural and functional cardiac parameters is crucial for both diagnosis and dise…
cs.CV2018★ 44 cited
Modeling 4D fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN)
Yu Zhao, Xiang Li, Wei Zhang +5
Simultaneous modeling of the spatio-temporal variation patterns of brain functional network from 4D fMRI data has been an important yet challenging problem for the field of cogniti…