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Voxel-wise Cross-Volume Representation Learning for 3D Neuron Reconstruction

Aug 14, 2021
Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai

* 10 pages, 3 figures, 3 tables, accepted by MICCAI-MLMI 2021 

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Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation

Jul 11, 2021
Yuqian Chen, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell

* MICCAI 2021 

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BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation

Jul 01, 2021
Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai

* MICCAI2021 

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Partial Graph Reasoning for Neural Network Regularization

Jun 03, 2021
Tiange Xiang, Chaoyi Zhang, Yang Song, Siqi Liu, Hongliang Yuan, Weidong Cai

* Technical report 

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Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis

May 04, 2021
Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai

* Technical report 

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Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications

Apr 20, 2021
Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Weidong Cai, Michael Barnett, Chenyu Wang

* 12 pages, 5 Figures 

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Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis

Mar 31, 2021
Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai

* CVPR2021 

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CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy Images

Feb 20, 2021
Yuqian Chen, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Wojciech Chrzanowski, Weidong Cai

* 4 pages,3 figures, to be published in The IEEE International Symposium on Biomedical Imaging (ISBI) 2021 

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Single Neuron Segmentation using Graph-based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images

Jan 22, 2021
Heng Wang, Yang Song, Chaoyi Zhang, Jianhui Yu, Siqi Liu, Hanchuan Peng, Weidong Cai

* 5 pages, 3 figures, 2 tables, ISBI2021 

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BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture

Jul 06, 2020
Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai

* 10 pages, 4 figures, MICCAI2020 

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ICE-GAN: Identity-aware and Capsule-Enhanced GAN for Micro-Expression Recognition and Synthesis

May 09, 2020
Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai

* 13 pages, 5 figures 

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Shape-Oriented Convolution Neural Network for Point Cloud Analysis

Apr 20, 2020
Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai

* 8 pages, 6 figures, AAAI2020 

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Deep Learning for Highly Accelerated Diffusion Tensor Imaging

Feb 03, 2020
Hongyu Li, Zifei Liang, Chaoyi Zhang, Ruiying Liu, Jing Li, Weihong Zhang, Dong Liang, Bowen Shen, Xiaoliang Zhang, Yulin Ge, Jiangyang Zhang, Leslie Ying

* 13 pages, 9 figures 

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