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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

* 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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