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ORCIDGuang Yang 0006
Person information
- affiliation: Imperial College London, National Heart and Lung Institute, UK
- affiliation: St. George's, University of London, Neuroscience Research Centre, UK
- affiliation (PhD 2012): University College London, Computer Science and Medical Physics, UK
Other persons with the same name
- Guang Yang — disambiguation page
- Guang Yang 0001 — Nokia Research Center Palo Alto
- Guang Yang 0002 — Dongguan University of Science and Technology
- Guang Yang 0003 — Jet Propulsion Lab, NASA
- Guang Yang 0004 — University of California, Berkeley
- Guang Yang 0005
![[0000-0002-2161-6301]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-2161-6301")
— Zhongnan University of Economics and Law, School of Information and Safety Engineering, Wuhan, China (and 1 more) - Guang Yang 0007 — Southeast University, School of Economics and Management, Nanjing, China
- Guang Yang 0008 — KTH Royal Institute of Technology, Department of Information Science and Engineering, Stockholm, Sweden
- Guang Yang 0009 — Beijing University of Posts and Telecommunications, China
- Guang Yang 0010 — Shandong Jiaotong University, School of Information Science and Electrical Engineering, Jinan, China (and 1 more)
- Guang Yang 0011 — Qingdao University of Technology, School of Information and Control Engineering, China (and 1 more)
- Guang Yang 0012 — Stevens Institute of Technology, Electrical and Computer Engineering Department, Castle Point on Hudson, Hoboken, NJ, USA
- Guang Yang 0013 — Shenzhen Polytechnic, School of Entrepreneurship and Innovation, China
- Guang Yang 0014 — Beihang University, School of Automation Science and Electrical Engineering, Beijing, China
- Guang Yang 0015 — Harbin Institute of Technology, School of Electrical Engineering and Automation, China
- Guang Yang 0016 — Western Norway University of Applied Sciences, Norway (and 1 more)
- Guang Yang 0017 — Jet.com/Walmart Labs, Hoboken, NJ, USA
- Guang Yang 0018 — University of Cambridge, UK (and 2 more)
- Guang Yang 0019 — Nantong University, School of Information Science and Technology, China
- Guang Yang 0020 — Conflux - Tree-Graph Blockchain Research Institute, Shanghai, China (and 3 more)
- Guang Yang 0021 — Inner Mongolia Electric Power Science and Research Institute, Hohhot, Inner Mongolia, China
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2020 – today
- 2025
[j98]Xiaodan Xing, Chunling Tang, Siofra Murdoch, Giorgos Papanastasiou, Yunzhe Guo, Xianglu Xiao, Jan Oscar Cross-Zamirski, Carola-Bibiane Schönlieb, Kristina Xiao Liang, Zhangming Niu, Evandro Fei Fang, Yinhai Wang, Guang Yang:
Artificial immunofluorescence in a flash: Rapid synthetic imaging from brightfield through residual diffusion. Neurocomputing 612: 128715 (2025)- [j97]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. Medical Image Anal. 99: 103334 (2025) - [j96]Jiahui Wang, Dongsheng Ruan, Yang Li, Zefeng Wang, Yongquan Wu, Tao Tan, Guang Yang, Mingfeng Jiang:
Data augmentation strategies for semi-supervised medical image segmentation. Pattern Recognit. 159: 111116 (2025) - 2024
- [j95]Sanjay Kumar, Anshuman Raj Chauhan, Akhil, Akshi Kumar, Guang Yang:
Resp-BoostNet: Mental Stress Detection From Biomarkers Measurable by Smartwatches Using Boosting Neural Network Technique. IEEE Access 12: 149861-149874 (2024) - [j94]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: 102930 (2024) - [j93]Shanfu Lu, Ziye Yan, Wei Chen, Tingting Cheng, Zijian Zhang, Guang Yang:
Dual consistency regularization with subjective logic for semi-supervised medical image segmentation. Comput. Biol. Medicine 170: 107991 (2024) - [j92]Gang Wang, Mingliang Zhou, Xin Ning, Prayag Tiwari, Haobo Zhu, Guang Yang, Choon Hwai Yap:
US2Mask: Image-to-mask generation learning via a conditional GAN for cardiac ultrasound image segmentation. Comput. Biol. Medicine 172: 108282 (2024) - [j91]Tiantian Wang, Chuang Xue, Zijian Zhang, Tingting Cheng, Guang Yang:
Unraveling the distinction between depression and anxiety: A machine learning exploration of causal relationships. Comput. Biol. Medicine 174: 108446 (2024) - [j90]Xi Zhou, Xinxin Wang, Haiqin Ma, Jianjian Zhang, Xiaomei Wang, Xiuxiu Bai, Li Zhang, Jia Long, Jiakuan Chen, Hongbo Le, Wenjie He, Shen Zhao, Jun Xia, Guang Yang:
Customized T-time inner sampling network with uncertainty-aware data augmentation strategy for multi-annotated lesion segmentation. Comput. Biol. Medicine 180: 108990 (2024) - [j89]Xiaodan Xing, Siofra Murdoch, Chunling Tang, Giorgos Papanastasiou, Jan Oscar Cross-Zamirski, Yunzhe Guo, Xianglu Xiao, Carola-Bibiane Schönlieb, Yinhai Wang, Guang Yang:
Can generative AI replace immunofluorescent staining processes? A comparison study of synthetically generated cellpainting images from brightfield. Comput. Biol. Medicine 182: 109102 (2024) - [j88]Wenhao Zhong, Heye Zhang, Zhifan Gao, William Kongto Hau, Guang Yang, Xiujian Liu, Lin Xu:
Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images. Comput. Medical Imaging Graph. 115: 102381 (2024) - [j87]Hao Li, Yang Nan, Javier Del Ser, Guang Yang:
Large-Kernel Attention for 3D Medical Image Segmentation. Cogn. Comput. 16(4): 2063-2077 (2024) - [j86]Xiaodan Xing, Huanjun Wu, Lichao Wang, Iain Stenson, May Yong, Javier Del Ser, Simon Walsh, Guang Yang:
Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey. ACM Comput. Surv. 56(7): 165:1-165:35 (2024) - [j85]Zhebin Shi, Mingfeng Jiang, Yang Li, Bo Wei, Zefeng Wang, Yongquan Wu, Tao Tan, Guang Yang:
MLC: Multi-level consistency learning for semi-supervised left atrium segmentation. Expert Syst. Appl. 244: 122903 (2024) - [j84]Guang Yang, Angelica Aviles-Rivero, Yingying Fang, Zhenhua Feng, Gianluigi Ciocca, Yulia Hicks, Constantino Carlos Reyes-Aldasoro:
Guest Editorial: Special Issue on the British Machine Vision Conference 2022. Int. J. Comput. Vis. 132(9): 4123-4127 (2024) - [j83]Somiya Rani, Amita Jain, Akshi Kumar, Guang Yang:
CCheXR-Attention: Clinical concept extraction and chest x-ray reports classification using modified Mogrifier and bidirectional LSTM with multihead attention. Int. J. Imaging Syst. Technol. 34(1) (2024) - [j82]Yongjie Liu, Yang Li, Mingfeng Jiang, Shuchao Wang, Shitai Ye, Simon Walsh, Guang Yang:
SOCR-YOLO: Small Objects Detection Algorithm in Medical Images. Int. J. Imaging Syst. Technol. 34(4) (2024) - [j81]Changxiong Xie, Jianming Ye, Xiaofei Ma, Leshui Dong, Guohua Zhao, Jingliang Cheng, Guang Yang, Xiaobo Lai:
Automated Segmentation of Brain Gliomas in Multimodal MRI Data. Int. J. Imaging Syst. Technol. 34(4) (2024) - [j80]Weiping Ding, Ying Sun, Jiashuang Huang, Hengrong Ju, Chongsheng Zhang, Guang Yang, Chin-Teng Lin:
RCAR-UNet: Retinal vessel segmentation network algorithm via novel rough attention mechanism. Inf. Sci. 657: 120007 (2024) - [j79]Bowen Tang, Zhangming Niu, Xiaofeng Wang, Junjie Huang, Chao Ma, Jing Peng, Yinghui Jiang, Ruiquan Ge, Hongyu Hu, Luhao Lin, Guang Yang:
Automated molecular structure segmentation from documents using ChemSAM. J. Cheminformatics 16(1): 29 (2024) - [j78]Sanuwani Dayarathna, Kh Tohidul Islam, Sergio Uribe, Guang Yang, Munawar Hayat, Zhaolin Chen:
Deep learning based synthesis of MRI, CT and PET: Review and analysis. Medical Image Anal. 92: 103046 (2024) - [j77]Yuanhan Mo, Fangde Liu, Guang Yang, Shuo Wang, Jian-Qing Zheng, Fuping Wu, Bartlomiej W. Papiez, Douglas McIlwraith, Taigang He, Yike Guo:
Labelling with dynamics: A data-efficient learning paradigm for medical image segmentation. Medical Image Anal. 95: 103196 (2024) - [j76]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: 103253 (2024) - [j75]Jun Chen, Xuejiao Li, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang:
Adaptive dynamic inference for few-shot left atrium segmentation. Medical Image Anal. 98: 103321 (2024) - [j74]Xuejiao Li, Jun Chen, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang:
Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3352-3367 (2024) - [j73]Sheng Zhang, Yingying Fang, Yang Nan, Shiyi Wang, Weiping Ding, Yew-Soon Ong, Alejandro F. Frangi, Witold Pedrycz, Simon Walsh, Guang Yang:
Fuzzy Attention-Based Border Rendering Orthogonal Network for Lung Organ Segmentation. IEEE Trans. Fuzzy Syst. 32(10): 5462-5476 (2024) - [j72]Giorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang:
Is Attention all You Need in Medical Image Analysis? A Review. IEEE J. Biomed. Health Informatics 28(3): 1398-1411 (2024) - [j71]Yinzhe Wu, Sharon Jewell, Xiaodan Xing, Yang Nan, Anthony J. Strong, Guang Yang, Martyn G. Boutelle:
Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning Approach. IEEE J. Biomed. Health Informatics 28(10): 5780-5791 (2024) - [j70]Zirong Li, Dingyue Chang, Zhenxi Zhang, Fulin Luo, Qiegen Liu, Jianjia Zhang, Guang Yang, Weiwen Wu:
Dual-Domain Collaborative Diffusion Sampling for Multi-Source Stationary Computed Tomography Reconstruction. IEEE Trans. Medical Imaging 43(10): 3398-3411 (2024) - [j69]Sergio Calvo-Ordoñez, Chun-Wun Cheng, Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero:
The Missing U for Efficient Diffusion Models. Trans. Mach. Learn. Res. 2024 (2024) - [j68]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): 7391-7404 (2024) - [c77]Andrey Bryutkin, Jiahao Huang, Zhongying Deng, Guang Yang, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero:
HAMLET: Graph Transformer Neural Operator for Partial Differential Equations. ICML 2024 - [c76]Yingying Fang, Zihao Jin, Xiaodan Xing, Simon Walsh, Guang Yang:
Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery. ISBI 2024: 1-5 - [c75]Ming Li, Guang Yang:
Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation. ISBI 2024: 1-5 - [c74]Yang Nan, Guang Yang:
Deep Asymmetric Mixture Model for Unsupervised Cell Segmentation. ISBI 2024: 1-5 - [c73]Xiaodan Xing, Huiyu Zhou, Yingying Fang, Guang Yang:
Assessing the Efficacy of Invisible Watermarks in AI-Generated Medical Images. ISBI 2024: 1-5 - [c72]Caiwen Jiang, Tianyu Wang, Xiaodan Xing, Mianxin Liu, Guang Yang, Zhongxiang Ding, Dinggang Shen:
A Dual-Task Mutual Learning Framework for Predicting Post-thrombectomy Cerebral Hemorrhage. SASHIMI@MICCAI 2024: 58-68 - [c71]Yingying Fang, Shuang Wu, Zihao Jin, Shiyi Wang, Caiwen Xu, Simon Walsh, Guang Yang:
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation. MICCAI (10) 2024: 208-218 - [c70]Sheng Zhang, Yang Nan, Yingying Fang, Shiyi Wang, Xiaodan Xing, Zhifan Gao, Guang Yang:
Fuzzy Attention-Based Border Rendering Network for Lung Organ Segmentation. MICCAI (9) 2024: 297-307 - [c69]Zihao Jin, Yingying Fang, Jiahao Huang, Caiwen Xu, Simon Walsh, Guang Yang:
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks. MICCAI (1) 2024: 504-513 - [c68]Fanwen Wang, Yihao Luo, Ke Wen, Jiahao Huang, Pedro F. Ferreira, Yaqing Luo, Yinzhe Wu, Camila Munoz, Dudley J. Pennell, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang:
Groupwise Deformable Registration of Diffusion Tensor Cardiovascular Magnetic Resonance: Disentangling Diffusion Contrast, Respiratory and Cardiac Motions. MICCAI (2) 2024: 640-650 - [c67]Huihui Xu, Yijun Yang, Angelica I. Avilés-Rivero, Guang Yang, Jing Qin, Lei Zhu:
LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos. MICCAI (4) 2024: 667-677 - [c66]Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao:
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. MICCAI (3) 2024: 768-778 - [c65]Caiwen Jiang, Xiaodan Xing, Zaixin Ou, Mianxin Liu, Simon Walsh, Guang Yang, Dinggang Shen:
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression. MLMI@MICCAI (1) 2024: 83-93 - [c64]Yingying Fang, Shuang Wu, Sheng Zhang, Chaoyan Huang, Tieyong Zeng, Xiaodan Xing, Simon Walsh, Guang Yang:
Dynamic Multimodal Information Bottleneck for Multimodality Classification. WACV 2024: 7681-7691 - [c63]Md. Kamrul Hasan, Guang Yang, Choon Hwai Yap:
Feedback Attention for Unsupervised Cardiac Motion Estimation in 3D Echocardiography. WBIR 2024: 60-72 - [i118]Xiaodan Xing, Huiyu Zhou, Yingying Fang, Guang Yang:
Assessing the Efficacy of Invisible Watermarks in AI-Generated Medical Images. CoRR abs/2402.03473 (2024) - [i117]Andrey Bryutkin, Jiahao Huang, Zhongying Deng, Guang Yang, Carola-Bibiane Schönlieb, Angelica E. Avilés-Rivero:
HAMLET: Graph Transformer Neural Operator for Partial Differential Equations. CoRR abs/2402.03541 (2024) - [i116]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 abs/2402.07403 (2024) - [i115]Zi Wang, Min Xiao, Yirong Zhou, Chengyan Wang, Naiming Wu, Yi Li, Yiwen Gong, Shufu Chang, Yinyin Chen, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang, Di Guo, Guang Yang, Xiaobo Qu:
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI. CoRR abs/2402.15939 (2024) - [i114]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 abs/2402.18451 (2024) - [i113]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 abs/2405.09597 (2024) - [i112]Jiahao Huang, Liutao Yang, Fanwen Wang, 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 abs/2405.17659 (2024) - [i111]Yang Nan, Guang Yang:
Deep asymmetric mixture model for unsupervised cell segmentation. CoRR abs/2406.01815 (2024) - [i110]Yingying Fang, Shuang Wu, Zihao Jin, Caiwen Xu, Shiyi Wang, Simon Walsh, Guang Yang:
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation. CoRR abs/2406.15182 (2024) - [i109]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 abs/2406.16189 (2024) - [i108]Zihao Jin, Yingying Fang, Jiahao Huang, Caiwen Xu, Simon Walsh, Guang Yang:
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks. CoRR abs/2406.17173 (2024) - [i107]Yingying Fang, Zihao Jin, Xiaodan Xing, Simon Walsh, Guang Yang:
Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery. CoRR abs/2406.18552 (2024) - [i106]Zi Wang, Fanwen Wang, Chen Qin, Jun Lyu, Ouyang Cheng, Shuo Wang, Yan Li, Mengyao Yu, Haoyu Zhang, Kunyuan Guo, Zhang Shi, Qirong Li, Ziqiang Xu, Yajing Zhang, Hao Li, Sha Hua, Binghua Chen, Longyu Sun, Mengting Sun, Qin Li, Ying-Hua Chu, Wenjia Bai, Jing Qin, Xiahai Zhuang, Claudia Prieto, Alistair A. Young, Michael Markl, He Wang, Lianming Wu, Guang Yang, Xiaobo Qu, Chengyan Wang:
CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI. CoRR abs/2406.19043 (2024) - [i105]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 abs/2407.03542 (2024) - [i104]Huihui Xu, Yijun Yang, Angelica I. Avilés-Rivero, Guang Yang, Jing Qin, Lei Zhu:
LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos. CoRR abs/2407.05703 (2024) - [i103]Caiwen Jiang, Xiaodan Xing, Zaixin Ou, Mianxin Liu, Simon Walsh, Guang Yang, Dinggang Shen:
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression. CoRR abs/2408.00938 (2024) - [i102]Caiwen Jiang, Tianyu Wang, Xiaodan Xing, Mianxin Liu, Guang Yang, Zhongxiang Ding, Dinggang Shen:
A dual-task mutual learning framework for predicting post-thrombectomy cerebral hemorrhage. CoRR abs/2408.00940 (2024) - [i101]Anshu Ankolekar, Sebastian Boie, Maryam Abdollahyan, Emanuela Gadaleta, Seyed Alireza Hasheminasab, Guang Yang, Charles Beauville, Nikolaos Dikaios, George A. Kastis, Michael Bussmann, Sara Khalid, Hagen Kruger, Philippe Lambin, Giorgos Papanastasiou:
Advancing oncology with federated learning: transcending boundaries in breast, lung, and prostate cancer. A systematic review. CoRR abs/2408.05249 (2024) - [i100]Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen:
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis. CoRR abs/2409.00585 (2024) - [i99]Liutao Yang, Jiahao Huang, Yingying Fang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang:
Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction. CoRR abs/2409.01544 (2024) - [i98]Yihao Luo, Dario Sesia, Fanwen Wang, Yinzhe Wu, Wenhao Ding, Jiahao Huang, Fadong Shi, Anoop Shah, Amit Kaural, Jamil Mayet, Guang Yang, Choon Hwai Yap:
Explicit Differentiable Slicing and Global Deformation for Cardiac Mesh Reconstruction. CoRR abs/2409.02070 (2024) - [i97]Hongqiu Wang, Yixian Chen, Wu Chen, Huihui Xu, Haoyu Zhao, Bin Sheng, Huazhu Fu, Guang Yang, Lei Zhu:
Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model. CoRR abs/2409.04356 (2024) - [i96]Ming Li, Pengcheng Xu, Junjie Hu, Zeyu Tang, Guang Yang:
From Challenges and Pitfalls to Recommendations and Opportunities: Implementing Federated Learning in Healthcare. CoRR abs/2409.09727 (2024) - [i95]Chun-Wun Cheng, Jiahao Huang, Yi Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero:
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs. CoRR abs/2410.02113 (2024) - [i94]Xiaodan Xing, Junzhi Ning, Yang Nan, Guang Yang:
Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning. CoRR abs/2410.13823 (2024) - 2023
- [j67]Hanxiao Zhang, Minghui Zhang, Yun Gu, Guang Yang:
Deep anatomy learning for lung airway and artery-vein modeling with contrast-enhanced CT synthesis. Int. J. Comput. Assist. Radiol. Surg. 18(7): 1287-1294 (2023) - [j66]Sanjay Kumar, Abhishek Mallik, Akshi Kumar, Javier Del Ser, Guang Yang:
Fuzz-ClustNet: Coupled fuzzy clustering and deep neural networks for Arrhythmia detection from ECG signals. Comput. Biol. Medicine 153: 106511 (2023) - [j65]Xiujian Liu, Si Li, Bin Wang, Lin Xu, Zhifan Gao, Guang Yang:
Motion estimation based on projective information disentanglement for 3D reconstruction of rotational coronary angiography. Comput. Biol. Medicine 157: 106743 (2023) - [j64]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: 107047 (2023) - [j63]Shanfu Lu, Zijian Zhang, Ziye Yan, Yiran Wang, Tingting Cheng, Rongrong Zhou, Guang Yang:
Mutually aided uncertainty incorporated dual consistency regularization with pseudo label for semi-supervised medical image segmentation. Neurocomputing 548: 126411 (2023) - [j62]Biao Zhao, Weiqiang Jin, Javier Del Ser, Guang Yang:
ChatAgri: Exploring potentials of ChatGPT on cross-linguistic agricultural text classification. Neurocomputing 557: 126708 (2023) - [j61]Jingyu Zhu, Jianming Ye, Leshui Dong, Xiaofei Ma, Na Tang, Peng Xu, Wei Jin, Ruipeng Li, Guang Yang, Xiaobo Lai:
Non-invasive prediction of overall survival time for glioblastoma multiforme patients based on multimodal MRI radiomics. Int. J. Imaging Syst. Technol. 33(4): 1261-1274 (2023) - [j60]Michael Yeung, Leonardo Rundo, Yang Nan, Evis Sala, Carola-Bibiane Schönlieb, Guang Yang:
Calibrating the Dice Loss to Handle Neural Network Overconfidence for Biomedical Image Segmentation. J. Digit. Imaging 36(2): 739-752 (2023) - [j59]Biao Zhao, Weiqiang Jin, Yu Zhang, Subin Huang, Guang Yang:
Prompt learning for metonymy resolution: Enhancing performance with internal prior knowledge of pre-trained language models. Knowl. Based Syst. 279: 110928 (2023) - [j58]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: 102957 (2023) - [j57]Sören Dittmer, Michael Roberts, Julian D. Gilbey, Ander Biguri, Ian Selby, Anna Breger, Matthew Thorpe, Jonathan R. Weir-McCall, Effrossyni Gkrania-Klotsas, Anna Korhonen, Emily R. Jefferson, Georg Langs, Guang Yang, Helmut Prosch, Jan Stanczuk, Jing Tang, Judith Babar, Lorena Escudero Sanchez, Philip Teare, Mishal Patel, Marcel Wassin, Markus Holzer, Nicholas Walton, Pietro Lió, Tolou Shadbahr, Evis Sala, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb:
Navigating the development challenges in creating complex data systems. Nat. Mac. Intell. 5(7): 681-686 (2023) - [j56]Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakun Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang:
AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus. Neural Comput. Appl. 35(22): 16011-16020 (2023) - [j55]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): 22071-22085 (2023) - [j54]Yang Li, Yue Zhang, Jingyu Liu, Kang Wang, Kai Zhang, Gen-Sheng Zhang, Xiaofeng Liao, Guang Yang:
Global Transformer and Dual Local Attention Network via Deep-Shallow Hierarchical Feature Fusion for Retinal Vessel Segmentation. IEEE Trans. Cybern. 53(9): 5826-5839 (2023) - [j53]Ming Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang:
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 26-35 (2023) - [j52]Weiwei Zhang, Zhen Zhou, Zhifan Gao, Guang Yang, Lei Xu, Weiwen Wu, Heye Zhang:
Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT. IEEE J. Biomed. Health Informatics 27(1): 409-420 (2023) - [j51]Zeyu Tang, Yang Nan, Simon Walsh, Guang Yang:
Adversarial Transformer for Repairing Human Airway Segmentation. IEEE J. Biomed. Health Informatics 27(10): 5015-5022 (2023) - [j50]Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang:
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. IEEE J. Biomed. Health Informatics 27(10): 5134-5142 (2023) - [j49]Gang Wang, Mingliang Zhou, Xuekai Wei, Guang Yang:
Vehicular Abandoned Object Detection Based on VANET and Edge AI in Road Scenes. IEEE Trans. Intell. Transp. Syst. 24(12): 14254-14266 (2023) - [j48]Zhifan Gao, Yifeng Guo, Jiajing Zhang, Tieyong Zeng, Guang Yang:
Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI. IEEE Trans. Medical Imaging 42(6): 1859-1874 (2023) - [j47]Xiaodan Xing, Giorgos Papanastasiou, Simon Walsh, Guang Yang:
Less Is More: Unsupervised Mask-Guided Annotated CT Image Synthesis With Minimum Manual Segmentations. IEEE Trans. Medical Imaging 42(9): 2566-2576 (2023) - [c62]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: 523-528 - [c61]Jiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang:
ViGU: Vision GNN U-Net for fast MRI. ISBI 2023: 1-5 - [c60]Weixun Luo, Xiaodan Xing, Guang Yang:
Is Autoencoder Truly Applicable for 3d CT Super-Resolution? ISBI 2023: 1-4 - [c59]Jiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang:
CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI? MICCAI (10) 2023: 3-12 - [c58]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: 13-22 - [c57]Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao:
Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. MICCAI (7) 2023: 110-120 - [c56]Lichao Wang,