1k citations · 2.8k across the 70 of their papers we have counts for
7 papers · 1 filter
Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis
Weizheng Yan, Han Zhang, Jing Sui +1
Brain functional connectivity (FC) extracted from resting-state fMRI (RS-fMRI) has become a popular approach for disease diagnosis, where discriminating subjects with mild cognitiv…
Noise Reduction in Diffusion MRI Using Non-Local Self-Similar Information in Joint x-q Space
Geng Chen, Yafeng Wu, Dinggang Shen +1
Diffusion MRI affords valuable insights into white matter microstructures, but suffers from low signal-to-noise ratio (SNR), especially at high diffusion weighting (i.e., b-value).…
Robust Group Comparison Using Non-Parametric Block-Based Statistics
Geng Chen, Pei Zhang, Ke Li +7
Voxel-based analysis methods localize brain structural differences by performing voxel-wise statistical comparisons on two groups of images aligned to a common space. This procedur…
Angular Upsampling in Infant Diffusion MRI Using Neighborhood Matching in x-q Space
Geng Chen, Bin Dong, Yong Zhang +3
Diffusion MRI requires sufficient coverage of the diffusion wavevector space, also known as the q-space, to adequately capture the pattern of water diffusion in various directions…
Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning
Jinquan Sun, Yinghuan Shi, Yang Gao +4
Due to low tissue contrast, irregular object appearance, and unpredictable location variation, segmenting the objects from different medical imaging modalities (e.g., CT, MR) is co…
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity
Xiaohuan Cao, Jianhua Yang, Li Wang +3
Non-rigid inter-modality registration can facilitate accurate information fusion from different modalities, but it is challenging due to the very different image appearances across…