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Guang Yang, IEEE Senior Member
Guang Yang, IEEE Senior Member
Associate Professor & UKRI Future Leaders Fellow, Bioengineering/Imperial-X, Imperial College London
Bestätigte E-Mail-Adresse bei imperial.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
22812018
DAGAN: Deep de-aliasing generative adversarial networks for fast compressed sensing MRI reconstruction
G Yang, S Yu, H Dong, G Slabaugh, PL Dragotti, X Ye, F Liu, S Arridge, ...
IEEE Transactions on Medical Imaging 37 (6), 1310-1321, 2018
11342018
Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks
H Dong, G Yang, F Liu, Y Mo, Y Guo
Annual Conference on Medical Image Understanding and Analysis …, 2017
10432017
Common Pitfalls and Recommendations for Using Machine Learning to Detect and Prognosticate for COVID-19 Using Chest Radiographs and CT Scans
M Roberts, D Driggs, M Thorpe, J Gilbey, M Yeung, S Ursprung, ...
Nature Machine Intelligence, 2021
9992021
Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond
G Yang, Q Ye, J Xia
Information Fusion, 2021
6232021
A research agenda for ageing in China in the 21st century: Focusing on basic and translational research, long-term care, policy and social networks
EF Fang, C Xie, JA Schenkel, C Wu, Q Long, H Cui, Y Aman, J Frank, ...
Ageing Research Reviews, 101174, 2020
5172020
Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images
S Hu, Y Gao, Z Niu, Y Jiang, L Li, X Xiao, M Wang, EF Fang, ...
IEEE Access, 118869-118883, 2020
4312020
Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI
M Soltaninejad, G Yang, T Lambrou, N Allinson, TL Jones, TR Barrick, ...
International journal of computer assisted radiology and surgery 12 (2), 183-203, 2017
3662017
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge
X Zhuang, L Li, C Payer, D Stern, M Urschler, MP Heinrich, J Oster, ...
Medical Image Analysis, 2019
3062019
Supervised Learning based Multimodal MRI Brain Tumour Segmentation using Texture Features from Supervoxels
M Soltaninejad, G Yang, T Lambrou, N Allinson, TL Jones, TR Barrick, ...
Computer Methods and Programs in Biomedicine, 2018
2312018
Deep Learning for Diagnosis of Chronic Myocardial Infarction on Nonenhanced Cardiac Cine MRI
N Zhang*(Co-first), G Yang*(Co-first), Z Gao, C Xu, Y Zhang, R Shi, ...
Radiology, 2019
2222019
Amelioration of Alzheimer’s disease pathology by mitophagy inducers identified via machine learning and a cross-species workflow
C Xie, XX Zhuang, Z Niu, R Ai, S Lautrup, S Zheng, Y Jiang, R Han, ...
Nature Biomedical Engineering, 2022
2012022
Swin Transformer for Fast MRI
J Huang, Y Fang, Y Wu, H Wu, Z Gao, Y Li, J Del Ser, J Xia, G Yang
Neurocomputing, 2022
1522022
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
M Seitzer, G Yang, J Schlemper, O Oktay, T Wuerfl, V Christlein, T Wong, ...
Medical Image Computing and Computer Assisted Intervention (MICCAI 2018), 2018
1372018
Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions
Y Nan, J Del Ser, S Walsh, C Schönlieb, M Roberts, I Selby, K Howard, ...
Information Fusion, 2022
1282022
ME-Net: Multi-Encoder Net Framework for Brain Tumor Segmentation
W Zhang, G Yang, H Huang, W Yang, X Xu, Y Liu, X Lai
International Journal of Imaging Systems and Technology, 2021
1282021
3D AGSE-VNet: an automatic brain tumor MRI data segmentation framework
X Guan*(Co-first), G Yang*(Co-first), J Ye, W Yang, X Xu, W Jiang, X Lai
BMC medical imaging 22 (1), 1-18, 2021
122*2021
SaliencyGAN: Deep Learning Semi-supervised Salient Object Detection in the Fog of IoT
C Wang, S Dong, Z Feng, G Papanastasiou, H Zhang, G Yang
IEEE Transactions on Industrial Informatics, 2019
1202019
How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach
J Zhu, G Yang, P Lió
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI), 2019
1122019
AI-based reconstruction for fast MRI—a systematic review and meta-analysis
Y Chen, CB Schönlieb, P Liò, T Leiner, PL Dragotti, G Wang, D Rueckert, ...
Proceedings of the IEEE 110 (2), 224-245, 2022
1082022
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