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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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PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images


Aug 09, 2021
Haozhe Jia, Haoteng Tang, Guixiang Ma, Weidong Cai, Heng Huang, Liang Zhan, Yong Xia


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Boundary-aware Graph Reasoning for Semantic Segmentation


Aug 09, 2021
Haoteng Tang, Haozhe Jia, Weidong Cai, Heng Huang, Yong Xia, Liang Zhan


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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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H2NF-Net for Brain Tumor Segmentation using Multimodal MR Imaging: 2nd Place Solution to BraTS Challenge 2020 Segmentation Task


Dec 30, 2020
Haozhe Jia, Weidong Cai, Heng Huang, Yong Xia

* Accepted by MICCAI BrainLesion Workshop 2020 

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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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Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting


May 05, 2020
Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai

* Accepted by CVPR2020 

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Shape-Oriented Convolution Neural Network for Point Cloud Analysis


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

* https://www.aaai.org/Papers/AAAI/2020GB/AAAI-ZhangC.4075.pdf 
* 8 pages, 6 figures, AAAI2020 

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Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images


Mar 18, 2020
Donghao Zhang, Siqi Liu, Shikha Chaganti, Eli Gibson, Zhoubing Xu, Sasa Grbic, Weidong Cai, Dorin Comaniciu


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Cell R-CNN V3: A Novel Panoptic Paradigm for Instance Segmentation in Biomedical Images


Feb 15, 2020
Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai

* 13 pages, 10 figures 

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Region and Object based Panoptic Image Synthesis through Conditional GANs


Dec 14, 2019
Heng Wang, Donghao Zhang, Yang Song, Heng Huang, Mei Chen, Weidong Cai

* 10 pages, 5 figures 

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3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation


Jul 18, 2018
Haozhe Jia, Yang Song, Donghao Zhang, Heng Huang, Dagan Feng, Michael Fulham, Yong Xia, Weidong Cai

* 9 pages, 3 figures, 2 tables, 16 references 

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3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes


Dec 04, 2017
Siqi Liu, Daguang Xu, S. Kevin Zhou, Thomas Mertelmeier, Julia Wicklein, Anna Jerebko, Sasa Grbic, Olivier Pauly, Weidong Cai, Dorin Comaniciu


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Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization


Aug 09, 2017
Kamran Ghasedi Dizaji, Amirhossein Herandi, Cheng Deng, Weidong Cai, Heng Huang


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Morphometry-Based Longitudinal Neurodegeneration Simulation with MR Imaging


Aug 24, 2015
Siqi Liu, Sidong Liu, Sonia Pujol, Ron Kikinis, Dagan Feng, Michael Fulham, Weidong Cai

* 6 pages, 3 figures, preprint for journal publication 

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