Personal profile
Biography
Dr. Jinming Duan received his PhD from the University of Nottingham in 2018, followed by postdoctoral research at Imperial College London. In 2019, he joined the University of Birmingham as a lecturer and was awarded Honorary Associate Professor in 2024. Later that year, he became an Associate Professor at the University of Manchester.
Dr. Duan has published over 140 papers in leading journals such as The Lancet, Nature Machine Intelligence, TPAMI, TMI, and TIP, with a focus on machine learning and imaging methods in medical and cardiovascular applications. He has presented his work at major conferences like MICCAI, CVPR, ECCV, ICCV, NeurIPS, and AAAI. His research has been cited over 5,000 times on Google Scholar, with three papers recognised as Highly Cited by ESI. He holds five patents and has led or contributed to research projects, including international PhD scholarships, with funding totalling around £1.2 million.
In 2021, Dr. Duan was named a Turing Fellow by The Alan Turing Institute for his contributions to AI and data science. He is also a Fellow of the UK Higher Education Academy (HEA) and serves on an Associate Editor for three scientific journals, including IEEE TNNLS. Dr. Duan has received numerous awards, including 2nd place in the 2023 MICCAI Learn2Reg Challenge, 2nd place in the 2023 ISBI RnR-ExM Challenge, 1st place in the 2022 MICCAI Learn2Reg Challenge, and 2nd place in the 2019 Facebook fastMRI International Challenge. He also received the Outstanding Research Project Award at the 2022 CHORUS Seoul Conference, the 2018 NVIDIA GPU Grant, and the Chinese Government Award for Outstanding Self-financed Students Abroad in 2016, the highest national recognition for Chinese PhD students studying overseas. Early in his career, he earned several Student Travel Grants, the Shandong Province Best Master’s Thesis Award, and the Shandong Province Graduate Student Science and Technology Award.
Education/Academic qualification
Doctor of Philosophy, University of Nottingham
Sept 2014 → Dec 2018
Award Date: 11 Dec 2018
External positions
Associate Professor, University of Birmingham
Apr 2024 → Sept 2024
Assistant Professor, University of Birmingham
Mar 2019 → Apr 2024
Research Associate, Imperial College London
Sept 2017 → Mar 2019
Keywords
- Medical Image Registration
- Groupwise Image Registration
- Motion Tracking
- Image Segmentation
- Generative Modelling
- Cardiac Imaging
- Inverse Problems
- Convex and Numerical Optimization
- Variational Methods
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
-
SDG 3 Good Health and Well-being
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
4D CardioSynth: Synthesising Dynamic Virtual Heart Populations Through Spatiotemporal Disentanglement
Dou, H., Huang, J., Zakeri, A., Zhou, Z., Mu, T., Duan, J. & Frangi, A. F., 2026, Medical Image Computing and Computer Assisted Intervention , MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Nature, p. 3-12 10 p. (Lecture Notes in Computer Science; vol. 15962 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
-
Long-term stabilized iris tracking with unsupervised constraints on dynamic AS-OCT
Hu, L., Wu, X., Higashita, R., Xing, X., Zhou, M., Lin, S., Li, X., Yue, Y., Xiao, Z., Zhang, Y., Yao, C., Duan, J. & Liu, J., 1 Jan 2026, In: Medical Image Analysis. 107, Part A, 103787.Research output: Contribution to journal › Article › peer-review
-
Ophthalmic imaging as a measure of cardiovascular and neurological health: a multi-omic analysis of deep-learning derived phenotypes
UK Biobank Eye and Vision Consortium, 18 Mar 2026, (Accepted/In press) In: Nature Cardiovascular Research.Research output: Contribution to journal › Article › peer-review
-
Accelerating cardiac radial-MRI: Fully polar based technique using compressed sensing and deep learning
Ghodrati, V., Duan, J., Ali, F., Bedayat, A., Prosper, A. & Bydder, M., Oct 2025, In: Medical Image Analysis. 105, 103732.Research output: Contribution to journal › Article › peer-review
Open Access -
An Efficient Model-Driven Groupwise Approach for Atlas Construction
Zou, Z., Zou, B., Kui, X., Lu, W., Dou, H., Zakeri, A., Cootes, T., Frangi, A. F. & Duan, J., 14 Aug 2025, arXiv, p. 1-12, 12 p.Research output: Preprint/Working paper › Preprint
File24 Downloads (Pure)