Yang Nan

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 23

Top Topics

Image Segmentation

Top Venues

Medical Image Anal.

Artif. Intell. Medicine

Publications

Jiahao Huang, Liutao Yang, Fanwen Wang, Yinzhe Wu, Yang Nan, Weiwen Wu, Chengyan Wang, Kuangyu Shi, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba. CoRR (2024)
Sheng Zhang, Yang Nan, Yingying Fang, Shiyi Wang, Xiaodan Xing, Zhifan Gao, Guang Yang
Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation. CoRR (2024)
Yang Nan, Guang Yang
Deep asymmetric mixture model for unsupervised cell segmentation. CoRR (2024)
Shiyi Wang, Yang Nan, Federico N. Felder, Sheng Zhang, Simon L. F. Walsh, Guang Yang
Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants. CoRR (2024)
Xiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu, Yang Nan, Sheng Zhang, Yingying Fang, Mike Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang
When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI. CoRR (2024)
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
Large-Kernel Attention for 3D Medical Image Segmentation. Cogn. Comput. 16 (4) (2024)
Shiyi Wang, Yang Nan, Sheng Zhang, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang
Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method. Artif. Intell. Medicine 154 (2024)
Yang Nan, Javier Del Ser, Zeyu Tang, Peng Tang, Xiaodan Xing, Yingying Fang, Francisco Herrera, Witold Pedrycz, Simon Walsh, Guang Yang
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Shiyi Wang, Yang Nan, Sheng Zhang, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang
Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method. CoRR (2024)
Yang Nan, Xiaodan Xing, Shiyi Wang, Zeyu Tang, Federico N. Felder, Sheng Zhang, Roberta Eufrasia Ledda, Xiaoliu Ding, Ruiqi Yu, Weiping Liu, Feng Shi, Tianyang Sun, Zehong Cao, Minghui Zhang, Yun Gu, Hanxiao Zhang, Jian Gao, Pingyu Wang, Wen Tang, Pengxin Yu, Han Kang, Junqiang Chen, Xing Lu, Boyu Zhang, Michail Mamalakis, Francesco Prinzi, Gianluca Carlini, Lisa Cuneo, Abhirup Banerjee, Zhaohu Xing, Lei Zhu, Zacharia Mesbah, Dhruv Jain, Tsiry Mayet, Hongyu Yuan, Qing Lyu, Abdul Qayyum, Moona Mazher, Athol Wells, Simon L. F. Walsh, Guang Yang
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. Medical Image Anal. 97 (2024)
Jiahao Huang, Liutao Yang, Fanwen Wang, Yinzhe Wu, Yang Nan, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation. CoRR (2024)
Peng Tang, Xintong Yan, Yang Nan, Xiaobin Hu, Bjoern H. Menze, Sebastian Krammer, Tobias Lasser
Joint-individual fusion structure with fusion attention module for multi-modal skin cancer classification. Pattern Recognit. 154 (2024)
Yang Nan, Xiaodan Xing, Shiyi Wang, Zeyu Tang, Federico N. Felder, Sheng Zhang, Roberta Eufrasia Ledda, Xiaoliu Ding, Ruiqi Yu, Weiping Liu, Feng Shi, Tianyang Sun, Zehong Cao, Minghui Zhang, Yun Gu, Hanxiao Zhang, Jian Gao, Wen Tang, Pengxin Yu, Han Kang, Junqiang Chen, Xing Lu, Boyu Zhang, Michail Mamalakis, Francesco Prinzi, Gianluca Carlini, Lisa Cuneo, Abhirup Banerjee, Zhaohu Xing, Lei Zhu, Zacharia Mesbah, Dhruv Jain, Tsiry Mayet, Hongyu Yuan, Qing Lyu, Athol Wells, Simon Walsh, Guang Yang
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. CoRR (2023)
Xiaodan Xing, Yang Nan, Federico Felder, Simon Walsh, Guang Yang
The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus? CBMS (2023)
Shiyi Wang, Yang Nan, Simon Walsh, Guang Yang
High Accuracy and Cost-Saving Active Learning: 3D WD-UNet for Airway Segmentation. SIPAIM (2023)
Minghui Zhang, Yangqian Wu, Hanxiao Zhang, Yulei Qin, Hao Zheng, Wen Tang, Corey W. Arnold, Chenhao Pei, Pengxin Yu, Yang Nan, Guang Yang, Simon Walsh, Dominic C. Marshall, Matthieu Komorowski, Puyang Wang, Dazhou Guo, Dakai Jin, Yanan Wu, Shuiqing Zhao, Runsheng Chang, Boyu Zhang, Xing Lu, Abdul Qayyum, Moona Mazher, Qi Su, Yonghuang Wu, Ying'ao Liu, Yufei Zhu, Jiancheng Yang, Ashkan Pakzad, Bojidar Rangelov, Raúl San José Estépar, Carlos Cano-Espinosa, Jiayuan Sun, Guang-Zhong Yang, Yun Gu
Multi-site, Multi-domain Airway Tree Modeling. Medical Image Anal. 90 (2023)
Peng Tang, Yang Nan, Tobias Lasser
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images. CoRR (2023)
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
Region-based evidential deep learning to quantify uncertainty and improve robustness of brain tumor segmentation. Neural Comput. Appl. 35 (30) (2023)
Shiyi Wang, Yang Nan, Simon Walsh, Guang Yang
High Accuracy and Cost-Saving Active Learning 3D WD-UNet for Airway Segmentation. CoRR (2023)
Zeyu Tang, Yang Nan, Simon Walsh, Guang Yang
Adversarial Transformer for Repairing Human Airway Segmentation. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Peng Tang, Xintong Yan, Yang Nan, Xiaobin Hu, Xiaobin Hu, Bjoern H. Menze, Sebastian Krammer, Tobias Lasser
Joint-Individual Fusion Structure with Fusion Attention Module for Multi-Modal Skin Cancer Classification. CoRR (2023)
Hao Li, Zeyu Tang, Yang Nan, Guang Yang
Corrigendum to 'Human treelike tubular structure segmentation: A comprehensive review and future perspectives'[Comput. Biol. Med., Vol.151 (Pt A), 2022, p.106241-106241]. Comput. Biol. Medicine 163 (2023)
Xiaodan Xing, Federico Felder, Yang Nan, Giorgos Papanastasiou, Simon Walsh, Guang Yang
You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images. MICCAI (5) (2023)