Guang Yang, IEEE Senior Member

Guang Yang, IEEE Senior Member

Imperial College London

H-index: 46

Europe-United Kingdom

About Guang Yang, IEEE Senior Member

Guang Yang, IEEE Senior Member, With an exceptional h-index of 46 and a recent h-index of 45 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Medical Image Computing, Pattern Recognition, Machine Learning, Medical Physics, AI in Drug Discovery.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Smart Strategy for Photoresponsive Molecules: Utilizing Generative Pre-Trained Transformer and TDDFT Calculations in Drug Delivery

Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison Study

Optimized Post-processing for Diffusion Tensor CMR with Texture-preserving Deformable Motion Correction

MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation

Data and Physics Driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies

Post-COVID Highlights: Challenges and Solutions of AI Techniques for Swift Identification of COVID-19

Precision medicine for pandemics: stratification of COVID-19 molecular phenotypes defined by topological analysis of global blood gene expression

Accelerating DT-CMR with Deep Learning-based Tensor De-noising and Breath Hold Reduction

Guang Yang, IEEE Senior Member Information

University

Position

Senior Research Fellow National Heart & Lung Institute

Citations(all)

10769

Citations(since 2020)

10384

Cited By

2798

hIndex(all)

46

hIndex(since 2020)

45

i10Index(all)

124

i10Index(since 2020)

120

Email

University Profile Page

Imperial College London

Google Scholar

View Google Scholar Profile

Guang Yang, IEEE Senior Member Skills & Research Interests

Medical Image Computing

Pattern Recognition

Machine Learning

Medical Physics

AI in Drug Discovery

Top articles of Guang Yang, IEEE Senior Member

Title

Journal

Author(s)

Publication Date

A Smart Strategy for Photoresponsive Molecules: Utilizing Generative Pre-Trained Transformer and TDDFT Calculations in Drug Delivery

Junjie Hu

Peng Wu

Qi Li

Shiyi Wang

Xianglu Xiao

...

2024/2/8

Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison Study

Scientific Reports

Jiahao Huang

Pedro F Ferreira

Lichao Wang

Yinzhe Wu

Angelica I Aviles-Rivero

...

2024/3/7

Optimized Post-processing for Diffusion Tensor CMR with Texture-preserving Deformable Motion Correction

Journal of Cardiovascular Magnetic Resonance

Fanwen Wang

Pedro Ferreira

Camila Munoz

Ke Wen

Yaqing Luo

...

2024/3/1

MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation

arXiv preprint arXiv:2402.18451

Jiahao Huang

Liutao Yang

Fanwen Wang

Yinzhe Wu

Yang Nan

...

2024/2/28

Data and Physics Driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies

arXiv preprint arXiv:2401.16564

Jiahao Huang

Yinzhe Wu

Fanwen Wang

Yingying Fang

Yang Nan

...

2024/1/29

Post-COVID Highlights: Challenges and Solutions of AI Techniques for Swift Identification of COVID-19

Current Opinion in Structural Biology

Yingying Fang

Xiaodan Xing

Shiyi Wang

Simon Walsh

Guang Yang

2024/1/11

Precision medicine for pandemics: stratification of COVID-19 molecular phenotypes defined by topological analysis of global blood gene expression

medRxiv

Rebekah Penrice-Randal

Fabio Strazzeri

Benoit Ernst

Brice Van Eeckhout

Julien Guiot

...

2024

Accelerating DT-CMR with Deep Learning-based Tensor De-noising and Breath Hold Reduction

Journal of Cardiovascular Magnetic Resonance

Michael Tanzer

Andrew Scott

Zohya Khalique

Maria Dwornik

Ramyah Rajakulasingam

...

2024/3/1

Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI

arXiv:2402.15939

Zi Wang

Min Xiao

Yirong Zhou

Chengyan Wang

Naiming Wu

...

2024/2

High-Resolution Reference Image Assisted Volumetric SuperResolution of Cardiac Diffusion Weighted Imaging

Yinzhe Wu

Jiahao Huang

Fanwen Wang

Pedro Ferreira

Andrew Scott

...

2024/2

Guest Editorial: Special Issue on the British Machine Vision Conference 2022

International Journal of Computer Vision

Guang Yang

Angelica Aviles-Rivero

Yingying Fang

Zhenhua Feng

Gianluigi Ciocca

...

2024/1

Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images

Computerized Medical Imaging and Graphics

Wenhao Zhong

Heye Zhang

Zhifan Gao

William Kongto Hau

Guang Yang

...

2024/4

US2Mask: Image-to-mask Generation Learning via a Conditional GAN for Cardiac Ultrasound Image Segmentation

Computers in Biology and Medicine

Gang Wang

Xin Ning

Prayag Tiwari

Haobo Zhu

Guang Yang

...

2024/3

Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants

arXiv preprint arXiv:2402.07403

Shiyi Wang

Yang Nan

Felder Federico N

Sheng Zhang

Walsh Simon L F

...

2024/2

Efficient Post-processing of Diffusion Tensor Cardiac Magnetic Imaging Using Texture-conserving Deformable Registration

Fanwen Wang

Pedro F. Ferreira

Yinzhe Wu

Camila Munoz

Ke Wen

...

2024/2

CCheXR-Attention: Clinical Concept Extraction and Chest X-ray Reports Classification using Modified Mogrifier and Bidirectional LSTM with Multihead Attention

International Journal of Imaging Systems and Technology

Somiya Rani

Amita Jain

Akshi Kumar

Guang Yang

2024/1

Unraveling the Distinction between Depression and Anxiety: A Machine Learning Exploration of Causal Relationships

Computers in Biology and Medicine

Tiantian Wang

Chuang Xue

Zijian Zhang

Tingting Cheng

Guang Yang

2024/4

SegmentAnything Helps Microscopy Images Based Automatic and Quantitative Organoid Detection and Analysis

Xiaodan Xing

Chunling Tang

Yunzhe Guo

Nicholas Kurniawan

Guang Yang

2024/2

Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation

Ming Li

Guang Yang

2024/2

Dual Consistency Regularization with Subjective Logic for Semi-Supervised Medical Image Segmentation

Computers in Biology and Medicine

Shanfu Lu

Wei Yan

Ziye

Chen

Tingting Cheng

...

2024/3

See List of Professors in Guang Yang, IEEE Senior Member University(Imperial College London)

Co-Authors

H-index: 132
Daniel Rueckert

Daniel Rueckert

Technische Universität München

H-index: 95
Simon ARRIDGE

Simon ARRIDGE

University College London

H-index: 90
Ge Wang

Ge Wang

Rensselaer Polytechnic Institute

H-index: 85
D J Hawkes

D J Hawkes

University College London

H-index: 64
Franklyn Arron HOWE

Franklyn Arron HOWE

St George's, University of London

H-index: 52
Evandro Fei Fang

Evandro Fei Fang

Universitetet i Oslo

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