A Three-Stage Deep Learning Model for Accurate Retinal Vessel Segmentation
Yan, Zengqiang, Yang, Xin, Cheng, Kwang-Ting
Published in IEEE journal of biomedical and health informatics (01.07.2019)
Published in IEEE journal of biomedical and health informatics (01.07.2019)
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Journal Article
Joint Segment-Level and Pixel-Wise Losses for Deep Learning Based Retinal Vessel Segmentation
Yan, Zengqiang, Yang, Xin, Cheng, Kwang-Ting
Published in IEEE transactions on biomedical engineering (01.09.2018)
Published in IEEE transactions on biomedical engineering (01.09.2018)
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Journal Article
Local Difference Binary for Ultrafast and Distinctive Feature Description
Yang, Xin, Cheng, Kwang-Ting Tim
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2014)
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2014)
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Journal Article
Automated diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks
Le, Minh Hung, Chen, Jingyu, Wang, Liang, Wang, Zhiwei, Liu, Wenyu, Cheng, Kwang-Ting (Tim), Yang, Xin
Published in Physics in medicine & biology (24.07.2017)
Published in Physics in medicine & biology (24.07.2017)
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Journal Article
Automated Detection of Clinically Significant Prostate Cancer in mp-MRI Images Based on an End-to-End Deep Neural Network
Wang, Zhiwei, Liu, Chaoyue, Cheng, Danpeng, Wang, Liang, Yang, Xin, Cheng, Kwang-Ting
Published in IEEE transactions on medical imaging (01.05.2018)
Published in IEEE transactions on medical imaging (01.05.2018)
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Journal Article
A Skeletal Similarity Metric for Quality Evaluation of Retinal Vessel Segmentation
Yan, Zengqiang, Yang, Xin, Cheng, Kwang-Ting
Published in IEEE transactions on medical imaging (01.04.2018)
Published in IEEE transactions on medical imaging (01.04.2018)
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Journal Article
Semi-supervised mp-MRI data synthesis with StitchLayer and auxiliary distance maximization
Wang, Zhiwei, Lin, Yi, Cheng, Kwang-Ting (Tim), Yang, Xin
Published in Medical image analysis (01.01.2020)
Published in Medical image analysis (01.01.2020)
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Journal Article
The Lighter the Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning
Lin, Xian, Yu, Li, Cheng, Kwang-Ting, Yan, Zengqiang
Published in IEEE transactions on medical imaging (01.08.2023)
Published in IEEE transactions on medical imaging (01.08.2023)
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Journal Article
Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance
Liu, Zechun, Luo, Wenhan, Wu, Baoyuan, Yang, Xin, Liu, Wei, Cheng, Kwang-Ting
Published in International journal of computer vision (2020)
Published in International journal of computer vision (2020)
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Journal Article
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
Liu, Zechun, Mu, Haoyuan, Zhang, Xiangyu, Guo, Zichao, Yang, Xin, Cheng, Kwang-Ting, Sun, Jian
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Low-voltage high-performance flexible digital and analog circuits based on ultrahigh-purity semiconducting carbon nanotubes
Lei, Ting, Shao, Lei-Lai, Zheng, Yu-Qing, Pitner, Gregory, Fang, Guanhua, Zhu, Chenxin, Li, Sicheng, Beausoleil, Ray, Wong, H.-S. Philip, Huang, Tsung-Ching, Cheng, Kwang-Ting, Bao, Zhenan
Published in Nature communications (14.05.2019)
Published in Nature communications (14.05.2019)
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Journal Article
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation
Wu, Huimin, Li, Xiaomeng, Lin, Yiqun, Cheng, Kwang-Ting
Published in IEEE transactions on medical imaging (01.11.2023)
Published in IEEE transactions on medical imaging (01.11.2023)
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Journal Article
Biocompatible and totally disintegrable semiconducting polymer for ultrathin and ultralightweight transient electronics
Lei, Ting, Guan, Ming, Liu, Jia, Lin, Hung-Cheng, Pfattner, Raphael, Shaw, Leo, McGuire, Allister F., Huang, Tsung-Ching, Shao, Leilai, Cheng, Kwang-Ting, Tok, Jeffrey B.-H., Bao, Zhenan
Published in Proceedings of the National Academy of Sciences - PNAS (16.05.2017)
Published in Proceedings of the National Academy of Sciences - PNAS (16.05.2017)
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Journal Article
Fast Depth Prediction and Obstacle Avoidance on a Monocular Drone Using Probabilistic Convolutional Neural Network
Yang, Xin, Chen, Jingyu, Dang, Yuanjie, Luo, Hongcheng, Tang, Yuesheng, Liao, Chunyuan, Chen, Peng, Cheng, Kwang-Ting
Published in IEEE transactions on intelligent transportation systems (01.01.2021)
Published in IEEE transactions on intelligent transportation systems (01.01.2021)
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Journal Article