Le Zhang

Assistant Professor, University of Birmingham

Joined

December 2019

Names

Le Zhang (Preferred)

Emails

****@ucl.ac.uk (Confirmed)

****@dph.ox.ac.uk (Confirmed)

****@bham.ac.uk (Confirmed)

Personal Links

Career & Education History

Assistant Professor

University of Birmingham (bham.ac.uk)

2024 – Present

Postdoc

University of Oxford (ox.ac.uk)

2022 – 2023

Postdoc

University College London (UCL) (ucl.ac.uk)

2019 – 2022

PhD student

University of Sheffield (sheffield.ac.uk)

2015 – 2019

Advisors, Relations & Conflicts

Postdoc Advisor

Daniel C. Alexander

2019 – 2022

PhD Advisor

Alejandro F. Frangi

2015 – 2019

Expertise

machine learning

2015 – Present

medical image analysis

2015 – Present

Publications

Interpretable and Adaptive Graph Contrastive Learning With Information Sharing for Biomedical Link Prediction
Junkai Liu, Le Zhang, Yijie Ding, Prayag Tiwari, Xiaoyi Guo, Weiping Ding
- IEEE Transactions on Emerging Topics in Computational Intelligence
- Readers: Everyone
DiffKAN-Inpainting
Tianli Tao, Ziyang Wang, Han Zhang, Theodoros N. Arvanitis, Le Zhang
- 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)
- Readers: Everyone
DiffuSeg: Domain-Driven Diffusion for Medical Image Segmentation
Le Zhang, Fuping Wu, Kevin Bronik, Bartlomiej W. Papiez
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
MT-CooL: Multi-Task Cooperative Learning via Flat Minima Searching
Fuping Wu, Le Zhang, Yang Sun, Yuanhan Mo, Thomas E. Nichols, Bartłomiej W. Papież
- IEEE Transactions on Medical Imaging
- Readers: Everyone
Interpretable and Adaptive Graph Contrastive Learning with Information Sharing for Biomedical Link Prediction
Junkai Liu, Le Zhang, GUO XIAOYI, Prayag Tiwari, Quan Zou, Yijie Ding
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Automatic Plane Pose Estimation for Cardiac Left Ventricle Coverage Estimation via Deep Adversarial Regression Network
Le Zhang, Kevin Bronik, Stefan Piechnik, Joao Lima, Stefan Neubauer, Steffen Petersen, Alejandro Frangi
- IEEE Transactions on Artificial Intelligence
- Readers: Everyone
Conditional advancement of machine learning algorithm via fuzzy neural network
Kevin Bronik, Le Zhang
- Pattern Recognition
- Readers: Everyone
Recovering from Missing Data in Population Imaging – Cardiac MR Image Imputation via Conditional Generative Adversarial Nets
Yan Xia, Le Zhang, Nishant Ravikumar, Rahman Attar, Stefan Piechnik, Stefan Neubauer, Steffen Petersen, Alejandro Frangi
- Medical Image Analysis
- Readers: Everyone
Emerging Semantic Segmentation from Positive and Negative Coarse Label Learning
Le Zhang, Fuping Wu, Kevin Bronik, Thomas E. Nichols, Bartlomiej Papiez
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Learning from multiple annotators for medical image segmentation
Le Zhang, Ryutaro Tanno, Moucheng Xu, Yawen Huang, Kevin Bronik, Chen Jin, Joseph Jacob, Yefeng Zheng, Ling Shao, Olga Ciccarelli, Frederik Barkhof, Daniel C. Alexander
- Pattern Recognition
- Readers: Everyone

View all 12 publications

Co-Authors

View all 43 co-authors