Guang Yang

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 213

Top Venues

CoRR

Comput. Biol. Medicine

IEEE Trans. Medical Imaging

ISBI

University College London, UK (PHD)

Education History

University College London, UK

PHD

Publications

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 (2024)
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 (2024)
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)
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)
Yingying Fang, Zihao Jin, Xiaodan Xing, Simon Walsh, Guang Yang
Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery. CoRR (2024)
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 (2024)
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 (2024)
Yang Nan, Guang Yang
Deep asymmetric mixture model for unsupervised cell segmentation. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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) (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)
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)
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)
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) (2024)
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)
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) (2024)
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 (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)
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)
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)
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 (2024)
Yingying Fang, Shuang Wu, Zihao Jin, Caiwen Xu, Shiyi Wang, Simon Walsh, Guang Yang
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation. CoRR (2024)
Xiaodan Xing, Huiyu Zhou, Yingying Fang, Guang Yang
Assessing the Efficacy of Invisible Watermarks in AI-Generated Medical Images. CoRR (2024)
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)
Michael Tänzer, Fanwen Wang, Mengyun Qiao, Wenjia Bai, Daniel Rueckert, Guang Yang, Sonia Nielles-Vallespin
T1/T2 Relaxation Temporal Modelling from Accelerated Acquisitions Using a Latent Transformer. STACOM@MICCAI (2023)
Shiyi Wang, Yang Nan, Simon Walsh, Guang Yang
High Accuracy and Cost-Saving Active Learning: 3D WD-UNet for Airway Segmentation. SIPAIM (2023)
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) (2023)
Jiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang
ViGU: Vision GNN U-Net for fast MRI. ISBI (2023)
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 (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)
Lichao Wang, Jiahao Huang, Xiaodan Xing, Yinzhe Wu, Ramyah Rajakulasingam, Andrew D. Scott, Pedro F. Ferreira, Ranil De Silva, Sonia Nielles-Vallespin, Guang Yang
Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation. CoRR (2023)
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)
Xiaodan Xing, Chunling Tang, Yunzhe Guo, Nicholas Kurniawan, Guang Yang
SegmentAnything helps microscopy images based automatic and quantitative organoid detection and analysis. CoRR (2023)
Yingying Fang, Shuang Wu, Sheng Zhang, Chaoyan Huang, Tieyong Zeng, Xiaodan Xing, Simon Walsh, Guang Yang
Dynamic Multimodal Information Bottleneck for Multimodality Classification. CoRR (2023)
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) (2023)
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) (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)
Lichao Wang, Jiahao Huang, Guang Yang
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation. CoRR (2023)
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? 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)
Biao Zhao, Weiqiang Jin, Javier Del Ser, Guang Yang
ChatAgri: Exploring potentials of ChatGPT on cross-linguistic agricultural text classification. Neurocomputing 557 (2023)
Lichao Wang, Jiahao Huang, Xiaodan Xing, Yinzhe Wu, Ramyah Rajakulasingam, Andrew D. Scott, Pedro F. Ferreira, Ranil De Silva, Sonia Nielles-Vallespin, Guang Yang
Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation. SIPAIM (2023)
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) (2023)
Giorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang
Is attention all you need in medical image analysis? A review. CoRR (2023)
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) (2023)
Yinzhe Wu, Jiahao Huang, Fanwen Wang, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang
High-Resolution Reference Image Assisted Volumetric Super-Resolution of Cardiac Diffusion Weighted Imaging. CoRR (2023)
Lichao Wang, Jiahao Huang, Xiaodan Xing, Guang Yang
Hybrid Swin Deformable Attention U-Net for Medical Image Segmentation. SIPAIM (2023)
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) (2023)
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 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) (2023)
Zeyu Tang, Xiaodan Xing, Guang Yang
Enhancing Super-Resolution Networks through Realistic Thick-Slice CT Simulation. CoRR (2023)
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 (2023)
Michael Yeung, Todd Watts, Sean YW Tan, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang
Stain Consistency Learning: Handling Stain Variation for Automatic Digital Pathology Segmentation. CoRR (2023)
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)
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) (2023)
Weixun Luo, Xiaodan Xing, Guang Yang
Is Autoencoder Truly Applicable for 3d CT Super-Resolution? ISBI (2023)
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) (2023)
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) (2023)
Jiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang
ViGU: Vision GNN U-Net for Fast MRI. CoRR (2023)
Zhifan Gao, Yifeng Guo, Jiajing Zhang, Tieyong Zeng, Guang Yang
Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI. 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)
Biao Zhao, Weiqiang Jin, Javier Del Ser, Guang Yang
ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification. CoRR (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)
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) (2023)
Weixun Luo, Xiaodan Xing, Guang Yang
Is Autoencoder Truly Applicable for 3D CT Super-Resolution? CoRR (2023)
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) (2023)
Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang
Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI. MICCAI (6) (2022)
Xiaodan Xing, Yinzhe Wu, David N. Firmin, Peter Gatehouse, Guang Yang
Synthetic velocity mapping cardiac MRI coupled with automated left ventricle segmentation. Medical Imaging: Image Processing (2022)
Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. IEEE Trans. Medical Imaging 41 (12) (2022)
Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. IEEE J. Biomed. Health Informatics 26 (1) (2022)
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. CoRR (2022)
Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. IEEE Trans. Medical Imaging 41 (2) (2022)
Yang Nan, Javier Del Ser, Simon Walsh, Carola Schönlieb, Michael Roberts, Ian Selby, Kit Howard, John Owen, Jon Neville, Julien Guiot, Benoit Ernst, Ana Pastor, Angel Alberich-Bayarri, Marion I. Menzel, Sean Walsh, Wim Vos, Nina Flerin, Jean-Paul Charbonnier, Eva M. van Rikxoort, Avishek Chatterjee, Henry C. Woodruff, Philippe Lambin, Leonor Cerdá Alberich, Luis Martí-Bonmatí, Francisco Herrera, Guang Yang
Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions. Inf. Fusion 82 (2022)
Michael Tänzer, Pedro Ferreira, Andrew Scott, Zohya Khalique, Maria Dwornik, Dudley Pennell, Guang Yang, Daniel Rueckert, Sonia Nielles-Vallespin
Faster Diffusion Cardiac MRI with Deep Learning-Based Breath Hold Reduction. MIUA (2022)
Michael Yeung, Todd Watts, Guang Yang
From Astronomy to Histology: Adapting the FellWalker Algorithm to Deep Nuclear Instance Segmentation. MIUA (2022)
Guang Yang, Qinghao Ye, Jun Xia
Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond. Inf. Fusion 77 (2022)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou
Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis. CoRR (2022)
Hao Li, Zeyu Tang, Yang Nan, Guang Yang
Human treelike tubular structure segmentation: A comprehensive review and future perspectives. Comput. Biol. Medicine 151 (Part) (2022)
Xi Guan, Guang Yang, Jianming Ye, Weiji Yang, Xiaomei Xu, Weiwei Jiang, Xiaobo Lai
3D AGSE-VNet: an automatic brain tumor MRI data segmentation framework. BMC Medical Imaging 22 (1) (2022)
Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. CoRR (2022)
Bin Yan, Yang Li, Lin Li, Xiaocheng Yang, Tie-Qiang Li, Guang Yang, Mingfeng Jiang
Quantifying the impact of Pyramid Squeeze Attention mechanism and filtering approaches on Alzheimer's disease classification. Comput. Biol. Medicine 148 (2022)
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. CoRR (2022)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou
Unsupervised Image Registration towards Enhancing Performance and Explainability in Cardiac and Brain Image Analysis. Sensors 22 (6) (2022)
Yang Nan, Fengyi Li, Peng Tang, Guyue Zhang, Caihong Zeng, Guotong Xie, Zhihong Liu, Guang Yang
Automatic fine-grained glomerular lesion recognition in kidney pathology. Pattern Recognit. 127 (2022)
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
Swin transformer for fast MRI. Neurocomputing 493 (2022)
Michael Tänzer, Sea Hee Yook, Pedro Ferreira, Guang Yang, Daniel Rueckert, Sonia Nielles-Vallespin
Review of Data Types and Model Dimensionality for Cardiac DTI SMS-Related Artefact Removal. STACOM@MICCAI (2022)
Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang
Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI. CoRR (2022)
Jiahao Huang, Weiping Ding, Jun Lv, Jingwen Yang, Hao Dong, Javier Del Ser, Jun Xia, Tiaojuan Ren, Stephen Wong, Guang Yang
Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view information. Appl. Intell. 52 (13) (2022)
Qinghao Ye, Yuan Gao, Weiping Ding, Zhangming Niu, Chengjia Wang, Yinghui Jiang, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Guang Yang
Robust weakly supervised learning for COVID-19 recognition using multi-center CT images. Appl. Soft Comput. 116 (2022)

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Publication Activity (10 Years)

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Guang Yang