Skip to main navigation Skip to search Skip to main content
Jinming Duan

View Scopus Profile

Jinming Duan

Dr.

 https://orcid.org/0000-0002-5108-2128

Accepting PhD Students

PhD projects

I am interested in deep neural networks, variational methods, partial/ordinary differential equations, numerical optimisation, and finite difference/element methods, with applications to image processing, computer vision and medical imaging analysis.

20142026

Research activity per year

Personal profile

Research interests

Image Segmentation and Tracking, Image Reconstruction, Medical Image Computing, Machine Learning, Deep Learning, Neural Networks

Education/Academic qualification

Doctor of Engineering, Variational and PDE-based methods for image processing, University of Nottingham

1 Oct 2014 → 30 Sept 2017

Award Date: 1 Dec 2018

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):

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Fingerprint

Dive into the research topics where Jinming Duan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
  • 1 Similar Profiles
View full fingerprint

Collaborations and top research areas from the last five years

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Explore network further

  • Foundation-Guided Representation Alignment for Multimodal Medical Image Registration

    Guo, M., Cheng, X., Lu, W., Meng, Q., Yang, G., Cheng, Y., Ding, Z., Frangi, A. F. & Duan, J., 12 Sept 2026, Computer Vision – ECCV 2026: 19th European Conference, Malmö, Sweden, September 8–12, 2026, Proceedings, Part XXXIX. Favaro, P., Kukelova, Z., Maki, A., Rohrbach, A., Schindler, K. & Tombari, F. (eds.). 1st ed. Springer, p. 518-535 18 p. (Lecture Notes in Computer Science; vol. 17039).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    22 Downloads (Pure)

  • 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., Jan 2026, In: Medical Image Analysis. 107, Part A, 14 p., 103787.

    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, 15 p., 103732.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
    114 Downloads (Pure)

  • Anatomically Constrained Transformers for Cardiac Amyloidosis Classification

    Thorley, A., Chartsias, A., Strom, J., Lang, R., Slivnick, J., O’Driscoll, J., Sharma, R., Kotecha, D., Duan, J. & Gomez, A., 27 Sept 2025, Simplifying Medical Ultrasound: 6th International Workshop, ASMUS 2025, Held in Conjunction with MICCAI 2025, Proceedings. Ni, D., Noble, A., Huang, R. & Xue, W. (eds.). Springer, p. 248-257 10 p. (Lecture Notes in Computer Science; vol. 16165).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    5 Downloads (Pure)

  • Artificial Intelligence in the Diagnosis and Management of Atrial Fibrillation

    Țica, O., Champsi, A., Duan, J. & Țica, O., 11 Oct 2025, (E-pub ahead of print) In: Diagnostics. 15, 20, 20 p., 2561.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    File
    13 Downloads (Pure)
View all 63 research outputs