Jinming Duan

Jinming Duan

Associate Professor, Turing Fellow and Fellow of the Higher Education Academy

University of Birmingham

Jinming is now a Turing Fellow at Alan Turing Institute and an Associate Professor within Computer Science at University of Birmingham. He is also a Fellow of the Higher Education Academy (FHEA) under the UK Professional Standards Framework for teaching and learning support in higher education. He was a Research Associate jointly within Department of Computing & Institute of Clinical Sciences at Imperial College London. There, he has been developed cutting-edge machine learning methods for cardiovascular imaging problems. Prior to that, he acquired his PhD degree in Computer Science at University of Nottingham. His PhD thesis was titled Variational and PDE-based Methods for Image Processing. His PhD was funded by Engineering and Physical Sciences Research Council.

Jinming’s research includes deep neural nets, variational methods, partial/ordinary differential equations, numerical optimisation, and finite difference/element methods, with applications to image processing, computer vision and medical imaging analysis. His work has appeared across multiple application publications, including proceedings such as MICCAI, CVPR, ECCV, etc, and journals such as The Lancet, Nature Machine Intelligence, IEEE Transactions on Medical Imaging, IEEE Transactions on Image Processing, etc. He regularly reviews 30+ reputable journals.

I am currently looking for outstanding and highly motivated PhDs. If you are interested please get in touch.

Research Team

PhD Students

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Xi Jia

Data- and Model-Driven Image Registration

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Tianyang Zhang

Image Translation, Domain Adaptation, Generative Adversarial Networks

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Luoying Hao

Medical Video Analysis, Surgical Action Detection

Recent News

Oct 2022 - One paper is published on IEEE TMI
A paper about deep learning image registration has been published by IEEE Transactions on Medical Imaging.
Oct 2022 - One paper is published on IEEE TMI
Sep 2022 - We win the Learn2Reg Challenge
We win the 2022 Learning to Registration Grand Challenge Learn2Reg. See our paper here.
Sep 2022 - We win the Learn2Reg Challenge
Jan 2022 - One paper is published on IEEE TMI
A paper about model-driven image registration has been published by IEEE Transactions on Medical Imaging.
Jan 2022 - One paper is published on IEEE TMI
Nov 2021 - A PhD post for Oct 2022 entry is live
Fully-funded 4-year PhD position for medical imaging at University of Birmingham (Deadline 9/Jan/2022).
Nov 2021 - A PhD post for Oct 2022 entry is live
Oct 2021 - One paper is published on The Lancet
A full-length paper about AI and heart failure has been published by The Lancet, which has an impact factor of 79.32!
Oct 2021 - One paper is published on The Lancet
Oct 2021 - I am appointed a Turing Fellow
I feel truly hounoured to recieve a Turing Fellowship, starting from 1 October 2021.
Oct 2021 - I am appointed a Turing Fellow

Teaching

Lecturing

Teaching Assistant

  • Computer Graphics, Spring Semester 2016-2017
  • Graphical User Interfaces, Spring Semester 2015

Contact