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SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching


Apr 12, 2021
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang

* An extension of this paper https://link.springer.com/chapter/10.1007/978-3-030-59725-2_53 (MICCAI2020 early accept), the first two authors contributed equally. Code: https://github.com/HiLab-git/SCPM-Net 

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TransFG: A Transformer Architecture for Fine-grained Recognition


Mar 17, 2021
Ju He, Jieneng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille

* Fix the contrastive loss equation and some typos, update performance for iNat2017 

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Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining


Mar 09, 2021
Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu


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SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation


Mar 05, 2021
Boxiang Yun, Yan Wang, Jieneng Chen, Huiyu Wang, Wei Shen, Qingli Li


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TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation


Feb 08, 2021
Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou

* 13 pages, 3 figures 

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Semi-supervised Segmentation via Uncertainty Rectified Pyramid Consistency and Its Application to Gross Target Volume of Nasopharyngeal Carcinoma


Dec 13, 2020
Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang

* 13 pages, 3 figures 

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Semi-supervised Medical Image Segmentation through Dual-task Consistency


Sep 09, 2020
Xiangde Luo, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang

* 9 pages, 4 figures 

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Deep Distance Transform for Tubular Structure Segmentation in CT Scans


Dec 06, 2019
Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille


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Towards Brain-inspired System: Deep Recurrent Reinforcement Learning for Simulated Self-driving Agent


Mar 29, 2019
Jieneng Chen, Jingye Chen, Ruiming Zhang, Xiaobin Hu

* 8 pages, 5 figures, 1 table 

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