Jinming DUAN
Scholar

Jinming DUAN

Google Scholar ID: s2tA2YgAAAAJ
Assoc. Prof. @ University of Manchester; Hon. Assoc. Prof. @ University of Birmingham, Turing Fellow
Variational Image ProcessingMachine LearningMedical Image Analysis
Citations & Impact
All-time
Citations
4,951
 
H-index
33
 
i10-index
64
 
Publications
20
 
Co-authors
9
list available
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • His work has appeared across multiple application publications, including proceedings such as IPMI, MICCAI, CVPR, ECCV, ICCV, NeurIPS, AAAI, etc., and journals such as The Lancet, Nature Machine Intelligence, TPAMI, TMI, TIP, etc.; cited over 5,000 times on Google Scholar, with three papers recognized as Highly Cited by ESI; holds five patents; led or contributed to research projects with funding totaling around £1.2 million.
Research Experience
  • Joined the University of Birmingham as an Assistant Professor in 2019 and was awarded Honorary Associate Professor in 2024; now a Senior Lecturer (Associate Professor) within the Division of Informatics, Imaging and Data Sciences at the University of Manchester; named a Turing Fellow in 2021 for contributions to AI and data science; also a Fellow of the UK Higher Education Academy (HEA) and serves as an Associate Editor for several scientific journals, including IEEE Transactions on Neural Networks and Learning Systems.
Education
  • Received his PhD from the University of Nottingham in 2018, followed by postdoctoral research at Imperial College London.
Background
  • Research interests include neural networks, generative models, variational methods, partial/ordinary differential equations, and numerical optimization, with applications in medical image computing and analysis.
Miscellany
  • Currently looking for outstanding, motivated PhD and visiting students.