Guang Yang 0006 - researchr alias

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2024

RCAR-UNet: Retinal vessel segmentation network algorithm via novel rough attention mechanismWeiping Ding 0001, Ying Sun, Jiashuang Huang, Hengrong Ju, Chongsheng Zhang, Guang Yang 0006, Chin-Teng Lin. isci, 657:120007, February 2024. [doi]

Deep learning based synthesis of MRI, CT and PET: Review and analysisSanuwani Dayarathna, Kh Tohidul Islam, Sergio Uribe, Guang Yang 0006, Munawar Hayat, Zhaolin Chen. mia, 92:103046, February 2024. [doi]

Dual consistency regularization with subjective logic for semi-supervised medical image segmentationShanfu Lu, Ziye Yan, Wei Chen, Tingting Cheng, Zijian Zhang 0004, Guang Yang 0006. cbm, 170:107991, March 2024. [doi]

Is Attention all You Need in Medical Image Analysis? A ReviewGiorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang 0006. titb, 28(3):1398-1411, March 2024. [doi]

CCheXR-Attention: Clinical concept extraction and chest x-ray reports classification using modified Mogrifier and bidirectional LSTM with multihead attentionSomiya Rani, Amita Jain, Akshi Kumar 0001, Guang Yang 0006. imst, 34(1), January 2024. [doi]

Automated molecular structure segmentation from documents using ChemSAMBowen Tang, Zhangming Niu, Xiaofeng Wang, Junjie Huang, Chao Ma, Jing Peng, Yinghui Jiang, Ruiquan Ge, Hongyu Hu, Luhao Lin, Guang Yang 0006. jcheminf, 16(1):29, December 2024. [doi]

2023

Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CTWeiwei Zhang 0006, Zhen Zhou, Zhifan Gao, Guang Yang 0006, Lei Xu 0037, Weiwen Wu, Heye Zhang. titb, 27(1):409-420, 2023. [doi]

Global Transformer and Dual Local Attention Network via Deep-Shallow Hierarchical Feature Fusion for Retinal Vessel SegmentationYang Li 0010, Yue Zhang, Jingyu Liu 0002, Kang Wang, Kai Zhang, Gen-Sheng Zhang, Xiaofeng Liao 0001, Guang Yang 0006. tcyb, 53(9):5826-5839, September 2023. [doi]

Vehicular Abandoned Object Detection Based on VANET and Edge AI in Road ScenesGang Wang 0023, Mingliang Zhou, Xuekai Wei, Guang Yang 0006. tits, 24(12):14254-14266, December 2023. [doi]

Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRIZhifan Gao, Yifeng Guo, Jiajing Zhang, Tieyong Zeng, Guang Yang 0006. tmi, 42(6):1859-1874, June 2023. [doi]

ViGU: Vision GNN U-Net for fast MRIJiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang 0006. isbi 2023: 1-5 [doi]

CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI?Jiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang 0006. miccai 2023: 3-12 [doi]

Fuzz-ClustNet: Coupled fuzzy clustering and deep neural networks for Arrhythmia detection from ECG signalsSanjay Kumar, Abhishek Mallik, Akshi Kumar 0001, Javier Del Ser, Guang Yang 0006. cbm, 153:106511, February 2023. [doi]

Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo LabelsMing Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang 0006. tetci, 7(1):26-35, February 2023. [doi]

Corrigendum to 'Human treelike tubular structure segmentation: A comprehensive review and future perspectives'[Comput. Biol. Med., Vol.151 (Pt A), 2022, p.106241-106241]Hao Li, Zeyu Tang, Yang Nan 0002, Guang Yang 0006. cbm, 163:107047, September 2023. [doi]

Region-based evidential deep learning to quantify uncertainty and improve robustness of brain tumor segmentationHao Li, Yang Nan 0002, Javier Del Ser, Guang Yang 0006. nca, 35(30):22071-22085, October 2023. [doi]

Is Autoencoder Truly Applicable for 3d CT Super-Resolution?Weixun Luo, Xiaodan Xing, Guang Yang 0006. isbi 2023: 1-4 [doi]

Adversarial Transformer for Repairing Human Airway SegmentationZeyu Tang, Yang Nan 0002, Simon Walsh, Guang Yang 0006. titb, 27(10):5015-5022, October 2023. [doi]

T1/T2 Relaxation Temporal Modelling from Accelerated Acquisitions Using a Latent TransformerMichael Tänzer, Fanwen Wang, Mengyun Qiao, Wenjia Bai, Daniel Rueckert, Guang Yang 0006, Sonia Nielles-Vallespin. stacom-ws 2024: 293-302 [doi]

High Accuracy and Cost-Saving Active Learning: 3D WD-UNet for Airway SegmentationShiyi Wang, Yang Nan 0002, Simon Walsh, Guang Yang 0006. sipaim 2023: 1-5 [doi]

Hybrid Swin Deformable Attention U-Net for Medical Image SegmentationLichao Wang, Jiahao Huang, Xiaodan Xing, Guang Yang 0006. sipaim 2023: 1-5 [doi]

Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution SegmentationLichao Wang, Jiahao Huang, Xiaodan Xing, Yinzhe Wu 0001, Ramyah Rajakulasingam, Andrew D. Scott, Pedro F. Ferreira, Ranil De Silva, Sonia Nielles-Vallespin, Guang Yang 0006. sipaim 2023: 1-5 [doi]

Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve AssessmentBaihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang 0006, Zhifan Gao. miccai 2023: 110-120 [doi]

Less Is More: Unsupervised Mask-Guided Annotated CT Image Synthesis With Minimum Manual SegmentationsXiaodan Xing, Giorgos Papanastasiou, Simon Walsh, Guang Yang 0006. tmi, 42(9):2566-2576, September 2023. [doi]

You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic ImagesXiaodan Xing, Federico Felder, Yang Nan 0002, Giorgos Papanastasiou, Simon Walsh, Guang Yang 0006. miccai 2023: 13-22 [doi]

The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus?Xiaodan Xing, Yang Nan 0002, Federico Felder, Simon Walsh, Guang Yang 0006. cbms 2023: 523-528 [doi]

HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac AnalysisXiaodan Xing, Javier Del Ser, Yinzhe Wu 0001, Yang Li 0010, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang 0006. titb, 27(10):5134-5142, October 2023. [doi]

Calibrating the Dice Loss to Handle Neural Network Overconfidence for Biomedical Image SegmentationMichael Yeung, Leonardo Rundo, Yang Nan, Evis Sala, Carola-Bibiane Schönlieb, Guang Yang 0006. jdi, 36(2):739-752, April 2023. [doi]

Deep anatomy learning for lung airway and artery-vein modeling with contrast-enhanced CT synthesisHanxiao Zhang, Minghui Zhang, Yun Gu, Guang Yang 0006. cars, 18(7):1287-1294, July 2023. [doi]

ChatAgri: Exploring potentials of ChatGPT on cross-linguistic agricultural text classificationBiao Zhao, Weiqiang Jin, Javier Del Ser, Guang Yang 0006. ijon, 557:126708, November 2023. [doi]

Prompt learning for metonymy resolution: Enhancing performance with internal prior knowledge of pre-trained language modelsBiao Zhao, Weiqiang Jin, Yu Zhang, Subin Huang, Guang Yang 0006. kbs, 279:110928, November 2023. [doi]

AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalusXi Zhou, Qinghao Ye, Xiaolin Yang, Jiakun Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang 0006. nca, 35(22):16011-16020, August 2023. [doi]

Non-invasive prediction of overall survival time for glioblastoma multiforme patients based on multimodal MRI radiomicsJingyu Zhu, Jianming Ye, Leshui Dong, Xiaofei Ma, Na Tang, Peng Xu, Wei Jin, Ruipeng Li, Guang Yang 0006, Xiaobo Lai. imst, 33(4):1261-1274, July 2023. [doi]

2022

Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyondGuang Yang 0006, Qinghao Ye, Jun Xia. inffus, 77:29-52, 2022. [doi]

Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain DataJun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang 0006. tmi, 41(2):420-433, 2022. [doi]

JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial TargetsJun Chen, Guang Yang 0006, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan. titb, 26(1):103-114, 2022. [doi]

AI-Based Reconstruction for Fast MRI - A Systematic Review and Meta-AnalysisYutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Ge Wang 0001, Daniel Rueckert, David N. Firmin, Guang Yang 0006. pieee, 110(2):224-245, 2022. [doi]

3D AGSE-VNet: an automatic brain tumor MRI data segmentation frameworkXi Guan, Guang Yang 0006, Jianming Ye, Weiji Yang, Xiaomei Xu, WeiWei Jiang, Xiaobo Lai. bmcmi, 22(1):6, 2022. [doi]

Annealing Genetic GAN for Imbalanced Web Data LearningJingyu Hao, Chengjia Wang, Guang Yang 0006, Zhifan Gao, Jinglin Zhang, Heye Zhang. tmm, 24:1164-1174, 2022. [doi]

Fast MRI Reconstruction: How Powerful Transformers Are?Jiahao Huang, Yinzhe Wu, Huanjun Wu, Guang Yang 0006. embc 2022: 2066-2070 [doi]

Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRIJiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang 0006. miccai 2022: 538-548 [doi]

Swin transformer for fast MRIJiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang 0006. ijon, 493:281-304, 2022. [doi]

Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view informationJiahao Huang, Weiping Ding 0001, Jun Lv, Jingwen Yang, Hao Dong 0003, Javier Del Ser, Jun Xia, Tiaojuan Ren, Stephen Wong, Guang Yang 0006. apin, 52(13):14693-14710, 2022. [doi]

LKAU-Net: 3D Large-Kernel Attention-Based U-Net for Automatic MRI Brain Tumor SegmentationHao Li, Yang Nan, Guang Yang 0006. miua 2022: 313-327 [doi]

Human treelike tubular structure segmentation: A comprehensive review and future perspectivesHao Li, Zeyu Tang, Yang Nan, Guang Yang 0006. cbm, 151(Part):106241, 2022. [doi]

Unsupervised Tissue Segmentation via Deep Constrained Gaussian NetworkYang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang 0006. tmi, 41(12):3799-3811, 2022. [doi]

Automatic fine-grained glomerular lesion recognition in kidney pathologyYang Nan, Fengyi Li, Peng Tang, Guyue Zhang, Caihong Zeng, Guotong Xie, Zhihong Liu, Guang Yang 0006. PR, 127:108648, 2022. [doi]

Review of Data Types and Model Dimensionality for Cardiac DTI SMS-Related Artefact RemovalMichael Tänzer, Sea Hee Yook, Pedro Ferreira, Guang Yang 0006, Daniel Rueckert, Sonia Nielles-Vallespin. stacom-ws 2022: 123-132 [doi]

Faster Diffusion Cardiac MRI with Deep Learning-Based Breath Hold ReductionMichael Tänzer, Pedro Ferreira, Andrew Scott, Zohya Khalique, Maria Dwornik, Dudley Pennell, Guang Yang 0006, Daniel Rueckert, Sonia Nielles-Vallespin. miua 2022: 101-115 [doi]

Unsupervised Image Registration towards Enhancing Performance and Explainability in Cardiac and Brain Image AnalysisChengjia Wang, Guang Yang 0006, Giorgos Papanastasiou. sensors, 22(6):2125, 2022. [doi]

Synthetic velocity mapping cardiac MRI coupled with automated left ventricle segmentationXiaodan Xing, Yinzhe Wu 0001, David N. Firmin, Peter Gatehouse, Guang Yang 0006. miip 2022: [doi]

2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human InterventionXiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang 0006. miccai 2022: 3-12 [doi]

Quantifying the impact of Pyramid Squeeze Attention mechanism and filtering approaches on Alzheimer's disease classificationBin Yan, Yang Li, Lin Li, Xiaocheng Yang, Tie-Qiang Li, Guang Yang 0006, Mingfeng Jiang. cbm, 148:105944, 2022. [doi]

Robust weakly supervised learning for COVID-19 recognition using multi-center CT imagesQinghao Ye, Yuan Gao 0017, Weiping Ding 0001, Zhangming Niu, Chengjia Wang, Yinghui Jiang, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Guang Yang 0006. asc, 116:108291, 2022. [doi]

From Astronomy to Histology: Adapting the FellWalker Algorithm to Deep Nuclear Instance SegmentationMichael Yeung, Todd Watts, Guang Yang 0006. miua 2022: 547-561 [doi]

Focal Attention Networks: Optimising Attention for Biomedical Image SegmentationMichael Yeung, Leonardo Rundo, Evis Sala, Carola-Bibiane Schönlieb, Guang Yang 0006. isbi 2022: 1-5 [doi]

2021

Automated multi-channel segmentation for the 4D myocardial velocity mapping cardiac MRYinzhe Wu 0001, Suzan Hatipoglu, Diego Alonso-Álvarez, Peter Gatehouse, David N. Firmin, Jennifer Keegan, Guang Yang 0006. micad 2021: [doi]

Recent advances in artificial intelligence for cardiac imagingGuang Yang 0006, Heye Zhang, David N. Firmin, Shuo Li 0001. cmig, 90:101928, 2021. [doi]

Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysisWeiwei Zhang 0006, Guang Yang 0006, Nan Zhang, Lei Xu 0037, Xiaoqing Wang, Yanping Zhang, Heye Zhang, Javier Del Ser, Victor Hugo C. de Albuquerque. inffus, 71:64-76, 2021. [doi]

Multiparameter Synchronous Measurement With IVUS Images for Intelligently Diagnosing Coronary Cardiac DiseaseYankun Cao, Ziqiao Wang, Zhi Liu 0004, Yujun Li, Xiaoyan Xiao, Longkun Sun, Yang Zhang, Haixia Hou, Pengfei Zhang, Guang Yang 0006. tim, 70:1-10, 2021. [doi]

FA-GAN: Fused attentive generative adversarial networks for MRI image super-resolutionMingfeng Jiang, Minghao Zhi, Liying Wei, Xiaocheng Yang, Jucheng Zhang, Yongming Li 0003, Pin Wang, Jiahao Huang, Guang Yang 0006. cmig, 92:101969, 2021. [doi]

3D PBV-Net: An automated prostate MRI data segmentation methodYao Jin, Guang Yang 0006, Ying Fang, Ruipeng Li, Xiaomei Xu, Yongkai Liu, Xiaobo Lai. cbm, 128:104160, 2021. [doi]

Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity MappingMengmeng Kuang, Yinzhe Wu, Diego Alonso-Álvarez, David N. Firmin, Jennifer Keegan, Peter Gatehouse, Guang Yang 0006. fimh 2021: 55-62 [doi]

High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network With Attention and Cyclic LossGuangyuan Li, Jun Lv, Xiangrong Tong, Chengyan Wang, Guang Yang 0006. access, 9:105951-105964, 2021. [doi]

Transfer learning enhanced generative adversarial networks for multi-channel MRI reconstructionJun Lv, Guangyuan Li, Xiangrong Tong, Weibo Chen, Jiahao Huang, Chengyan Wang, Guang Yang 0006. cbm, 134:104504, 2021. [doi]

DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesisChengjia Wang, Guang Yang 0006, Giorgos Papanastasiou, Sotirios A. Tsaftaris, David E. Newby, Calum D. Gray, Gillian Macnaught, Tom J. MacGillivray. inffus, 67:147-160, 2021. [doi]

FIRE: Unsupervised bi-directional inter- and intra-modality registration using deep networksChengjia Wang, Guang Yang 0006, Giorgos Papanastasiou. cbms 2021: 510-514 [doi]

Industrial Cyber-Physical Systems-Based Cloud IoT Edge for Federated Heterogeneous DistillationChengjia Wang, Guang Yang 0006, Giorgos Papanastasiou, Heye Zhang, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque. tii, 17(8):5511-5521, 2021. [doi]

Temporal Cue Guided Video Highlight Detection with Low-Rank Audio-Visual FusionQinghao Ye, Xiyue Shen, Yuan Gao, Zirui Wang, Qi Bi, Ping Li, Guang Yang 0006. iccv 2021: 7930-7939 [doi]

Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse MappingChengjin Yu, Zhifan Gao, Weiwei Zhang 0006, Guang Yang 0006, Shu Zhao, Heye Zhang, Yanping Zhang, Shuo Li 0001. tnn, 32(2):493-506, 2021. [doi]

ME-Net: Multi-encoder net framework for brain tumor segmentationWenbo Zhang, Guang Yang 0006, He Huang, Weiji Yang, Xiaomei Xu, Yongkai Liu, Xiaobo Lai. imst, 31(4):1834-1848, 2021. [doi]

2020

Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attentionGuang Yang 0006, Jun Chen, Zhifan Gao, Shuo Li 0001, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan. fgcs, 107:215-228, 2020. [doi]

Automating the ABCD Rule for Melanoma Detection: A SurveyAbder-Rahman Ali, Jingpeng Li, Guang Yang 0006. access, 8:83333-83346, 2020. [doi]

A machine learning approach to automatic detection of irregularity in skin lesion border using dermoscopic imagesAbder-Rahman Ali, Jingpeng Li, Guang Yang 0006, Sally Jane O'Shea. peerj-cs, 6, 2020. [doi]

Salient Object Detection in the Distributed Cloud-Edge Intelligent NetworkZhifan Gao, Heye Zhang, Shizhou Dong, Shanhui Sun, Xin Wang 0045, Guang Yang 0006, Wanqing Wu, Shuo Li 0001, Victor Hugo C. de Albuquerque. network, 34(2):216-224, 2020. [doi]

Annealing Genetic GAN for Minority OversamplingJingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang 0006. bmvc 2020: [doi]

Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification From CT ImagesShaoping Hu, Yuan Gao, Zhangming Niu, Yinghui Jiang, Lao Li, Xianglu Xiao, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Hui Ye, Guang Yang 0006. access, 8:118869-118883, 2020. [doi]

MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysisMing Li, Chengjia Wang, Heye Zhang, Guang Yang 0006. cbm, 120:103728, 2020. [doi]

Atrial scar quantification via multi-scale CNN in the graph-cuts frameworkLei Li, Fuping Wu, Guang Yang 0006, Lingchao Xu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Xiahai Zhuang. mia, 60, 2020. [doi]

Exploring Uncertainty Measures in Bayesian Deep Attentive Neural Networks for Prostate Zonal SegmentationYongkai Liu, Guang Yang 0006, Melina Hosseiny, Afshin Azadikhah, Sohrab Afshari Mirak, Qi Miao, Steven S. Raman, Kyung Hyun Sung. access, 8:151817-151828, 2020. [doi]

SaliencyGAN: Deep Learning Semisupervised Salient Object Detection in the Fog of IoTChengjia Wang, Shizhou Dong, Xiaofeng Zhao, Giorgos Papanastasiou, Heye Zhang, Guang Yang 0006. tii, 16(4):2667-2676, 2020. [doi]

Direct Quantification of Coronary Artery Stenosis Through Hierarchical Attentive Multi-View LearningDong Zhang, Guang Yang 0006, Shu Zhao, Yanping Zhang, Dhanjoo N. Ghista, Heye Zhang, Shuo Li 0001. tmi, 39(12):4322-4334, 2020. [doi]

2019

A Deep Learning Based Approach to Skin Lesion Border Extraction With a Novel Edge Detector in Dermoscopy ImagesAbder-Rahman Ali, Jingpeng Li, Sally Jane O'Shea, Guang Yang 0006, Thomas P. Trappenberg, Xujiong Ye. ijcnn 2019: 1-7 [doi]

TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image SynthesisChengjia Wang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, Guang Yang 0006, Calum Gray, David E. Newby, Gillian Macnaught, Tom MacGillivray. miccai 2019: 245-254 [doi]

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