Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for Yang Nan

Yang Nan

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

Figure 1 for Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation

Figure 2 for Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation

Figure 3 for Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation

Figure 4 for Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation

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

Access Paper or Ask Questions

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

Figure 1 for Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation

Figure 2 for Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation

Figure 3 for Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation

Figure 4 for Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation

* 12 pages, 5 figures, Submitted to IEEE TNNLS

Access Paper or Ask Questions

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

Figure 1 for Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation

Figure 2 for Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation

Figure 3 for Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation

Figure 4 for Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation

* 16 Pages, 3 figures, submitted to NCAA

Access Paper or Ask Questions

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

Figure 1 for Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network

Figure 2 for Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network

Figure 3 for Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network

Figure 4 for Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network

* 13 pages, 8 figures, accepted by IEEE TMI

Access Paper or Ask Questions

Large-Kernel Attention for 3D Medical Image Segmentation

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

Figure 1 for Large-Kernel Attention for 3D Medical Image Segmentation

Figure 2 for Large-Kernel Attention for 3D Medical Image Segmentation

Figure 3 for Large-Kernel Attention for 3D Medical Image Segmentation

Figure 4 for Large-Kernel Attention for 3D Medical Image Segmentation

* 22 pages, 5 figures, submitted to Cognitive Computation

Access Paper or Ask Questions

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

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

Figure 1 for Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives

Figure 2 for Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives

Figure 3 for Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives

Figure 4 for Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives

* 30 pages, 19 figures, submitted to CBM journal

Access Paper or Ask Questions

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

Figure 1 for CS$^2$: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention

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

Figure 3 for CS$^2$: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention

Figure 4 for CS$^2$: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention

* 11 figures, Accepted by MICCAI 2022

Access Paper or Ask Questions

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

Figure 1 for Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers

Figure 2 for Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers

Figure 3 for Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers

Figure 4 for Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers

* 14 pages, 3 figures, submitted to IEEE SPM

Access Paper or Ask Questions

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

Figure 1 for Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology

Figure 2 for Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology

Figure 3 for Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology

Figure 4 for Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology

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

Access Paper or Ask Questions