Guang Yang

ResearcherID Loop profile ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 54

Top Venues

Scientific reports

AJNR. American journal of neuroradiology

Physics in medicine and biology

Scientific data

Imperial College London

University College London (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Imperial College London May 29 2015

United Kingdom

Postdoctoral Research Fellow :: National Heart and Lung Institute

St. George's, University of London May 29 2015

United Kingdom

Honorary Lecturer :: Neuroscience Research Centre, Cardiovascular and Cell Sciences Institute

St. George's, University of London May 01 2012 - May 28 2015

United Kingdom

Postdoctoral Research Fellow :: Neuroscience Research Centre, Cardiovascular and Cell Sciences Institute

Medicsight Jun 01 2011 - Oct 30 2011

United Kingdom

Research Scientist :: Research and Development Department

Siemens AG Siemens Healthcare Jan 16 2007 - Feb 14 2008

China

Software Engineer :: Research and Development Department

Education History

University College London Feb 18 2008 - Apr 16 2012

United Kingdom

PHD :: Computer Science and Medical Physics

University College London Sep 01 2005 - Sep 30 2006

United Kingdom

MSC :: Department of Computer Science

Publications

Junjie Hu, Peng Wu, Shiyi Wang, Binju Wang, Guang Yang
A Human Feedback Strategy for Photoresponsive Molecules in Drug Delivery: Utilizing GPT-2 and Time-Dependent Density Functional Theory Calculations. Pharmaceutics 16 (8) (2024)
Jiahao Huang, Pedro F Ferreira, Lichao Wang, Yinzhe Wu, Angelica I Aviles-Rivero, Carola-Bibiane Schönlieb, Andrew D Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J Pennell, Sonia Nielles-Vallespin, Guang Yang
Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study. Scientific reports 14 (1) (2024)
Jiahao Huang, Pedro F Ferreira, Lichao Wang, Yinzhe Wu, Angelica I Aviles-Rivero, Carola-Bibiane Schönlieb, Andrew D Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J Pennell, Sonia Nielles-Vallespin, Guang Yang
Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study. Scientific reports 14 (1) (2024)
Jiahao Huang, Pedro F Ferreira, Lichao Wang, Yinzhe Wu, Angelica I Aviles-Rivero, Carola-Bibiane Schönlieb, Andrew D Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J Pennell, Sonia Nielles-Vallespin, Guang Yang
Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study. Scientific reports 14 (1) (2024)
Weiqiang Jin, Ningwei Wang, Tao Tao, Bohang Shi, Haixia Bi, Biao Zhao, Hao Wu, Haibin Duan, Guang Yang
A veracity dissemination consistency-based few-shot fake news detection framework by synergizing adversarial and contrastive self-supervised learning. Scientific reports 14 (1) (2024)
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Nicholas J Leeper, Margy E McCullough-Hicks, Stephen M Hugdal, Max Wintermark, Patrik Michel, David S Liebeskind, Maarten G Lansberg, Gregory W Albers, Greg Zaharchuk
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes. AJNR. American journal of neuroradiology 45 (4) (2024)
Jiahao Huang, Pedro F Ferreira, Lichao Wang, Yinzhe Wu, Angelica I Aviles-Rivero, Carola-Bibiane Schönlieb, Andrew D Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J Pennell, Sonia Nielles-Vallespin, Guang Yang
Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study. Scientific reports 14 (1) (2024)
Chengyan Wang, Jun Lyu, Shuo Wang, Chen Qin, Kunyuan Guo, Xinyu Zhang, Xiaotong Yu, Yan Li, Fanwen Wang, Jianhua Jin, Zhang Shi, Ziqiang Xu, Yapeng Tian, Sha Hua, Zhensen Chen, Meng Liu, Mengting Sun, Xutong Kuang, Kang Wang, Haoran Wang, Hao Li, Yinghua Chu, Guang Yang, Wenjia Bai, Xiahai Zhuang, He Wang, Jing Qin, Xiao-Bo Qu
CMRxRecon: A publicly available k-space dataset and benchmark to advance deep learning for cardiac MRI. Scientific data 11 (1) (2024)
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Nicholas J Leeper, Margy E McCullough-Hicks, Stephen M Hugdal, Max Wintermark, Patrik Michel, David S Liebeskind, Maarten G Lansberg, Gregory W Albers, Greg Zaharchuk
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes. AJNR. American journal of neuroradiology (2024)
Junjie Hu, Peng Wu, Shiyi Wang, Binju Wang, Guang Yang
A Human Feedback Strategy for Photoresponsive Molecules in Drug Delivery: Utilizing GPT-2 and Time-Dependent Density Functional Theory Calculations. Pharmaceutics 16 (8) (2024)
Chengyan Wang, Jun Lyu, Shuo Wang, Chen Qin, Kunyuan Guo, Xinyu Zhang, Xiaotong Yu, Yan Li, Fanwen Wang, Jianhua Jin, Zhang Shi, Ziqiang Xu, Yapeng Tian, Sha Hua, Zhensen Chen, Meng Liu, Mengting Sun, Xutong Kuang, Kang Wang, Haoran Wang, Hao Li, Yinghua Chu, Guang Yang, Wenjia Bai, Xiahai Zhuang, He Wang, Jing Qin, Xiao-Bo Qu
CMRxRecon: A publicly available k-space dataset and benchmark to advance deep learning for cardiac MRI. Scientific data 11 (1) (2024)
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Nicholas J Leeper, Margy E McCullough-Hicks, Stephen M Hugdal, Max Wintermark, Patrik Michel, David S Liebeskind, Maarten G Lansberg, Gregory W Albers, Greg Zaharchuk
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes. AJNR. American journal of neuroradiology 45 (4) (2024)
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Nicholas J Leeper, Margy E McCullough-Hicks, Stephen M Hugdal, Max Wintermark, Patrik Michel, David S Liebeskind, Maarten G Lansberg, Gregory W Albers, Greg Zaharchuk
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes. AJNR. American journal of neuroradiology (2024)
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Nicholas J Leeper, Margy E McCullough-Hicks, Stephen M Hugdal, Max Wintermark, Patrik Michel, David S Liebeskind, Maarten G Lansberg, Gregory W Albers, Greg Zaharchuk
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes. AJNR. American journal of neuroradiology 45 (4) (2024)
Chengyan Wang, Jun Lyu, Shuo Wang, Chen Qin, Kunyuan Guo, Xinyu Zhang, Xiaotong Yu, Yan Li, Fanwen Wang, Jianhua Jin, Zhang Shi, Ziqiang Xu, Yapeng Tian, Sha Hua, Zhensen Chen, Meng Liu, Mengting Sun, Xutong Kuang, Kang Wang, Haoran Wang, Hao Li, Yinghua Chu, Guang Yang, Wenjia Bai, Xiahai Zhuang, He Wang, Jing Qin, Xiao-Bo Qu
CMRxRecon: A publicly available k-space dataset and benchmark to advance deep learning for cardiac MRI. Scientific data 11 (1) (2024)
Jiahao Huang, Pedro F Ferreira, Lichao Wang, Yinzhe Wu, Angelica I Aviles-Rivero, Carola-Bibiane Schönlieb, Andrew D Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J Pennell, Sonia Nielles-Vallespin, Guang Yang
Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study. Scientific reports 14 (1) (2024)
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Nicholas J Leeper, Margy E McCullough-Hicks, Stephen M Hugdal, Max Wintermark, Patrik Michel, David S Liebeskind, Maarten G Lansberg, Gregory W Albers, Greg Zaharchuk
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes. AJNR. American journal of neuroradiology 45 (4) (2024)
Zhangming Niu, Xianglu Xiao, Wenfan Wu, Qiwei Cai, Yinghui Jiang, Wangzhen Jin, Minhao Wang, Guojian Yang, Lingkang Kong, Xurui Jin, Guang Yang, Hongming Chen
PharmaBench: Enhancing ADMET benchmarks with large language models. Scientific data 11 (1) (2024)
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Nicholas J Leeper, Margy E McCullough-Hicks, Stephen M Hugdal, Max Wintermark, Patrik Michel, David S Liebeskind, Maarten G Lansberg, Gregory W Albers, Greg Zaharchuk
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes. AJNR. American journal of neuroradiology 45 (4) (2024)
Weiqiang Jin, Ningwei Wang, Tao Tao, Bohang Shi, Haixia Bi, Biao Zhao, Hao Wu, Haibin Duan, Guang Yang
A veracity dissemination consistency-based few-shot fake news detection framework by synergizing adversarial and contrastive self-supervised learning. Scientific reports 14 (1) (2024)
Yongkai Liu, Preya Shah, Yannan Yu, Jai Horsey, Jiahong Ouyang, Bin Jiang, Guang Yang, Nicholas J Leeper, Margy E McCullough-Hicks, Stephen M Hugdal, Max Wintermark, Patrik Michel, David S Liebeskind, Maarten G Lansberg, Gregory W Albers, Greg Zaharchuk
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes. AJNR. American journal of neuroradiology 45 (4) (2024)
Weiqiang Jin, Ningwei Wang, Tao Tao, Bohang Shi, Haixia Bi, Biao Zhao, Hao Wu, Haibin Duan, Guang Yang
A veracity dissemination consistency-based few-shot fake news detection framework by synergizing adversarial and contrastive self-supervised learning. Scientific reports 14 (1) (2024)
Giorgos Papanastasiou, Guang Yang, Dimitris I Fotiadis, Nikolaos Dikaios, Chengjia Wang, Ahsan Huda, Luba Sobolevsky, Jason Raasch, Elena Perez, Gurinder Sidhu, Donna Palumbo
Large-scale deep learning analysis to identify adult patients at risk for combined and common variable immunodeficiencies. Communications medicine 3 (1) (2023)
Giorgos Papanastasiou, Guang Yang, Dimitris I Fotiadis, Nikolaos Dikaios, Chengjia Wang, Ahsan Huda, Luba Sobolevsky, Jason Raasch, Elena Perez, Gurinder Sidhu, Donna Palumbo
Large-scale deep learning analysis to identify adult patients at risk for combined and common variable immunodeficiencies. Communications medicine 3 (1) (2023)
Pedro Crosara Motta, Paulo Cesar Cortez, Bruno Riccelli Dos Santos Silva, Guang Yang, Victor Hugo Costa de Albuquerque
Automatic COVID-19 and Common-Acquired Pneumonia Diagnosis Using Chest CT Scans. Bioengineering (Basel, Switzerland) 10 (5) (2023)
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
Large-Kernel Attention for 3D Medical Image Segmentation. Cognitive computation 16 (4) (2023)
Yongkai Liu, Yannan Yu, Jiahong Ouyang, Bin Jiang, Guang Yang, Sophie Ostmeier, Max Wintermark, Patrik Michel, David S Liebeskind, Maarten G Lansberg, Gregory W Albers, Greg Zaharchuk
Functional Outcome Prediction in Acute Ischemic Stroke Using a Fused Imaging and Clinical Deep Learning Model. Stroke (2023)
Giorgos Papanastasiou, Guang Yang, Dimitris I Fotiadis, Nikolaos Dikaios, Chengjia Wang, Ahsan Huda, Luba Sobolevsky, Jason Raasch, Elena Perez, Gurinder Sidhu, Donna Palumbo
Large-scale deep learning analysis to identify adult patients at risk for combined and common variable immunodeficiencies. Communications medicine 3 (1) (2023)
Yongwon Cho, Soojung Park, Sung Ho Hwang, Minseok Ko, Do-Sun Lim, Cheol-Woong Yu, Seong-Mi Park, Mi-Na Kim, Yu-Whan Oh, Guang Yang
Aortic Annulus Detection Based on Deep Learning for Transcatheter Aortic Valve Replacement Using Cardiac Computed Tomography. Journal of Korean medical science 38 (37) (2023)
Zhen Zhou, Yifeng Gao, Weiwei Zhang, Nan Zhang, Hui Wang, Rui Wang, Zhifan Gao, Xiaomeng Huang, Shanshan Zhou, Xu Dai, Guang Yang, Heye Zhang, Koen Nieman, Lei Xu
Deep Learning-based Prediction of Percutaneous Recanalization in Chronic Total Occlusion Using Coronary CT Angiography. Radiology 309 (2) (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. International journal of imaging systems and technology 33 (4) (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. International journal of imaging systems and technology 33 (4) (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. International journal of imaging systems and technology 33 (4) (2023)
Yinghui Jiang, Shuting Jin, Xurui Jin, Xianglu Xiao, Wenfan Wu, Xiangrong Liu, Qiang Zhang, Xiangxiang Zeng, Guang Yang, Zhangming Niu
Pharmacophoric-constrained heterogeneous graph transformer model for molecular property prediction. Communications chemistry 6 (1) (2023)
Hao Li, Yang Nan, Javier Del Ser, Guang Yang
Large-Kernel Attention for 3D Medical Image Segmentation. Cognitive computation 16 (4) (2023)
Giorgos Papanastasiou, Alba García Seco de Herrera, Chengjia Wang, Heye Zhang, Guang Yang, G E Wang
Focus on machine learning models in medical imaging. Physics in medicine and biology 68 (1) (2022)
Pedro F Ferreira, Arjun Banerjee, Andrew D Scott, Dudley Pennell, Guang Yang, Ramyah Rajakulasingam, Maria Dwornik, Ranil De Silva, Dudley John Pennell, David N Firmin, Sonia Nielles-Vallespin
Accelerating Cardiac Diffusion Tensor Imaging With a U-Net Based Model: Toward Single Breath-Hold. Journal of magnetic resonance imaging : JMRI 56 (6) (2022)
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 computing & applications 35 (30) (2022)
Giorgos Papanastasiou, Alba García Seco de Herrera, Chengjia Wang, Heye Zhang, Guang Yang, G E Wang
Focus on machine learning models in medical imaging. Physics in medicine and biology 68 (1) (2022)
Giorgos Papanastasiou, Alba García Seco de Herrera, Chengjia Wang, Heye Zhang, Guang Yang, G E Wang
Focus on machine learning models in medical imaging. Physics in medicine and biology 68 (1) (2022)
Jiahao Huang, Weiping Ding, Jun Lv, Jingwen Yang, Hao Dong, Javier Del Ser, Jun Xia, Tiaojuan Ren, Stephen T Wong, Guang Yang
Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view information. Applied intelligence (Dordrecht, Netherlands) 52 (13) (2022)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou
Unsupervised Image Registration towards Enhancing Performance and Explainability in Cardiac and Brain Image Analysis. Sensors (Basel, Switzerland) 22 (6) (2022)
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 computing & applications (2022)
Chenglong Xie, Xu-Xu Zhuang, Zhangming Niu, Ruixue Ai, Sofie Lautrup, Shuangjia Zheng, Yinghui Jiang, Ruiyu Han, Tanima Sen Gupta, Shuqin Cao, Maria Jose Lagartos-Donate, Cui-Zan Cai, Li-Ming Xie, Domenica Caponio, Wen-Wen Wang, Tomas Schmauck-Medina, Jianying Zhang, He-Ling Wang, Guofeng Lou, Xianglu Xiao, Wenhua Zheng, Konstantinos Palikaras, Guang Yang, Kim A Caldwell, Guy A Caldwell, Han-Ming Shen, Hilde Nilsen, Jia-Hong Lu, Evandro Fei Fang
Amelioration of Alzheimer's disease pathology by mitophagy inducers identified via machine learning and a cross-species workflow. Nature biomedical engineering 6 (1) (2022)
Giorgos Papanastasiou, Alba García Seco de Herrera, Chengjia Wang, Heye Zhang, Guang Yang, G E Wang
Focus on machine learning models in medical imaging. Physics in medicine and biology 68 (1) (2022)
Yinzhe Wu, Suzan Hatipoglu, Diego Alonso-Álvarez, Peter Gatehouse, Binghuan Li, Yikai Gao, David Firmin, Jennifer Keegan, Guang Yang
Fast and Automated Segmentation for the Three-Directional Multi-Slice Cine Myocardial Velocity Mapping. Diagnostics (Basel, Switzerland) 11 (2) (2021)
Jun Lv, Chengyan Wang, Guang Yang
PIC-GAN: A Parallel Imaging Coupled Generative Adversarial Network for Accelerated Multi-Channel MRI Reconstruction. Diagnostics (Basel, Switzerland) 11 (1) (2021)
Yongkai Liu, Haoxin Zheng, Zhengrong Liang, Qi Miao, Wayne G Brisbane, Leonard S Marks, Steven S Raman, Robert E Reiter, Guang Yang, Kyung Hyun Sung
Textured-Based Deep Learning in Prostate Cancer Classification with 3T Multiparametric MRI: Comparison with PI-RADS-Based Classification. Diagnostics (Basel, Switzerland) 11 (10) (2021)
Derek Driggs, Ian Selby, Michael Roberts, Effrossyni Gkrania-Klotsas, James H F Rudd, Guang Yang, Judith Babar, Evis Sala, Carola-Bibiane Schönlieb, null null
Machine Learning for COVID-19 Diagnosis and Prognostication: Lessons for Amplifying the Signal While Reducing the Noise. Radiology. Artificial intelligence 3 (4) (2021)
Abder-Rahman Ali, Jingpeng Li, Guang Yang, Sally Jane O'Shea
A machine learning approach to automatic detection of irregularity in skin lesion border using dermoscopic images. PeerJ. Computer science 6 (2020)
Pedro F Ferreira, Raquel R Martin, Andrew D Scott, Zohya Khalique, Guang Yang, Sonia Nielles-Vallespin, Dudley John Pennell, David N Firmin
Automating in vivo cardiac diffusion tensor postprocessing with deep learning-based segmentation. Magnetic resonance in medicine 84 (5) (2020)
Nan Zhang, Guang Yang, Zhifan Gao, Chenchu Xu, Yanping Zhang, Rui Shi, Jennifer Keegan, Lei Xu, Heye Zhang, Zhanming Fan, David N Firmin
Deep Learning for Diagnosis of Chronic Myocardial Infarction on Nonenhanced Cardiac Cine MRI. Radiology 291 (3) (2019)
Lei Zhang, Guang Yang, Xujiong Ye
Automatic skin lesion segmentation by coupling deep fully convolutional networks and shallow network with textons. Journal of medical imaging (Bellingham, Wash.) 6 (2) (2019)
Mohammadreza Soltaninejad, Guang Yang, Tryphon Lambrou, Nigel Allinson, Timothy L Jones, Thomas R Barrick, Franklyn A Howe, Xujiong Ye
Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI. International journal of computer assisted radiology and surgery 12 (2) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guang Yang