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Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation


Mar 10, 2023
Minghui Zhang, Yangqian Wu, Hanxiao Zhang, Yulei Qin, Hao Zheng, Wen Tang, Corey Arnold, Chenhao Pei, Pengxin Yu, Yang Nan, Guang Yang, Simon Walsh, Dominic C. Marshall, Matthieu Komorowski, Puyang Wang, Dazhou Guo, Dakai Jin, Ya'nan Wu, Shuiqing Zhao, Runsheng Chang, Boyu Zhang, Xing Lv, Abdul Qayyum, Moona Mazher, Qi Su, Yonghuang Wu, Ying'ao Liu, Yufei Zhu, Jiancheng Yang, Ashkan Pakzad, Bojidar Rangelov, Raul San Jose Estepar, Carlos Cano Espinosa, Jiayuan Sun, Guang-Zhong Yang, Yun Gu

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* 32 pages, 16 figures. Homepage: https://atm22.grand-challenge.org/. Submitted 

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Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation


Sep 09, 2022
Yang Nan, Javier Del Ser, Zeyu Tang, Peng Tang, Xiaodan Xing, Yingying Fang, Francisco Herrera, Witold Pedrycz, Simon Walsh, Guang Yang

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* 12 pages, 5 figures, Submitted to IEEE TNNLS 

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Effects of Archive Size on Computation Time and Solution Quality for Multi-Objective Optimization


Sep 07, 2022
Tianye Shu, Ke Shang, Hisao Ishibuchi, Yang Nan

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Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation


Aug 11, 2022
Hao Li, Yang Nan, Javier Del Ser, Guang Yang

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* 16 Pages, 3 figures, submitted to NCAA 

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Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network


Aug 04, 2022
Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang

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* 13 pages, 8 figures, accepted by IEEE TMI 

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Large-Kernel Attention for 3D Medical Image Segmentation


Jul 19, 2022
Hao Li, Yang Nan, Javier Del Ser, Guang Yang

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* 22 pages, 5 figures, submitted to Cognitive Computation 

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Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives


Jul 12, 2022
Hao Li, Zeyu Tang, Yang Nan, Guang Yang

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* 30 pages, 19 figures, submitted to CBM journal 

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CS$^2$: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention


Jun 20, 2022
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang

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* 11 figures, Accepted by MICCAI 2022 

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Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers


Apr 01, 2022
Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Lio, Daniel Rueckert, Yonina C. Eldar, Guang Yang

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* 14 pages, 3 figures, submitted to IEEE SPM 

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Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology


Mar 11, 2022
Yang Nan, Fengyi Li, Peng Tang, Guyue Zhang, Caihong Zeng, Guotong Xie, Zhihong Liu, Guang Yang

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* 33 pages, 6 figures, accepted by the Pattern Recognition journal 

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