Research output per year
Research output per year
Personal profile
Research interests
Image Segmentation and Tracking, Image Reconstruction, Medical Image Computing, Machine Learning, Deep Learning, Neural Networks
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):
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
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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
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Development of automated neural network prediction for echocardiographic left ventricular ejection fraction
Zhang, Y., Liu, B., Bunting, K. V., Brind, D., Thorley, A., Karwath, A., Lu, W., Zhou, D., Wang, X., Mobley, A. R., Tica, O., Gkoutos, G. V., Kotecha, D. & Duan, J., 3 Apr 2024, In: Frontiers in Medicine. 11, 1354070.Research output: Contribution to journal › Article › peer-review
Open AccessFile105 Downloads (Pure) -
Editorial: The combination of data-driven machine learning approaches and prior knowledge for robust medical image processing and analysis
Zhou, D., Duan, J., Qin, C. & Luo, G., 31 May 2024, In: Frontiers in Medicine. 11, 2 p., 1434686.Research output: Contribution to journal › Editorial › peer-review
Open AccessFile9 Downloads (Pure) -
Gait Intention Prediction Using a Lower-limb Musculoskeletal Model and Long Short-term Memory Neural Networks
Bian, Q., Castellani, M., Shepherd, D., Duan, J. & Ding, Z., 20 Feb 2024, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 822-830 9 p., 10433200.Research output: Contribution to journal › Article › peer-review
Open AccessFile49 Downloads (Pure) -
Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment
Meng, Y., Zhang, Y., Xie, J., Duan, J., Joddrell, M., Madhusudhan, S., Peto, T., Zhao, Y. & Zheng, Y., 20 Apr 2024, (E-pub ahead of print) In: Medical Image Analysis. 103183.Research output: Contribution to journal › Article › peer-review
Open Access -
Recovering high‐quality fiber orientation distributions from a reduced number of diffusion‐weighted images using a model‐driven deep learning architecture
Bartlett, J. J., Davey, C. E., Johnston, L. A. & Duan, J., 9 Jun 2024, (E-pub ahead of print) In: Magnetic Resonance in Medicine. 14 p., 30187.Research output: Contribution to journal › Article › peer-review
Open AccessFile38 Downloads (Pure)
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Ultromics Part Time PhD (5 year-no stipend)
Duan, J. (Principal Investigator)
1/07/22 → 30/06/27
Project: Research
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Direct cardiac MR image quantification from k-space using deep neural network
Duan, J. (Principal Investigator)
1/07/23 → 30/09/23
Project: Research
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Leveraging artificial intelligence to automatically characterise heart structure and function using cardiovascular magnetic resonance imaging
Duan, J. (Principal Investigator)
28/06/22 → 30/09/22
Project: Research
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Development of Fully Automated Deep Learning Methods for Characterising Cardiac Function in Patients with Atrial Fibrillation
Duan, J. (Principal Investigator)
1/12/20 → 31/05/22
Project: Research