Recent publications
Article
Ghodrati, V, Duan, J, Ali, F, Bedayat, A, Prosper, A & Bydder, M 2025, 'Accelerating cardiac radial-MRI: Fully polar based technique using compressed sensing and deep learning', Medical Image Analysis, vol. 105, 103732. https://doi.org/10.1016/j.media.2025.103732
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 2025, 'Long-term stabilized iris tracking with unsupervised constraints on dynamic AS-OCT', Medical Image Analysis, vol. 107, no. A, 103787. https://doi.org/10.1016/j.media.2025.103787
Zhang, Y, Liu, B, Bunting, KV, Brind, D, Thorley, A, Karwath, A, Lu, W, Zhou, D, Wang, X, Mobley, AR, Tica, O, Gkoutos, GV, Kotecha, D & Duan, J 2024, 'Development of automated neural network prediction for echocardiographic left ventricular ejection fraction', Frontiers in Medicine, vol. 11, 1354070. https://doi.org/10.3389/fmed.2024.1354070
Bian, Q, Castellani, M, Shepherd, D, Duan, J & Ding, Z 2024, 'Gait Intention Prediction Using a Lower-limb Musculoskeletal Model and Long Short-term Memory Neural Networks', IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 32, 10433200, pp. 822-830. https://doi.org/10.1109/TNSRE.2024.3365201
Meng, Y, Zhang, Y, Xie, J, Duan, J, Joddrell, M, Madhusudhan, S, Peto, T, Zhao, Y & Zheng, Y 2024, 'Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment', Medical Image Analysis. https://doi.org/10.1016/j.media.2024.103183
Bartlett, JJ, Davey, CE, Johnston, LA & Duan, J 2024, 'Recovering high‐quality fiber orientation distributions from a reduced number of diffusion‐weighted images using a model‐driven deep learning architecture', Magnetic Resonance in Medicine. https://doi.org/10.1002/mrm.30187
Duan, J, Jia, X, Bartlett, J, Lu, W & Qiu, Z 2023, 'Arbitrary Order Total Variation for Deformable Image Registration', Pattern Recognition, vol. 137, 109318. https://doi.org/10.1016/j.patcog.2023.109318
BigData@Heart Consortium and the cardAIc group 2023, 'Artificial intelligence to enhance clinical value across the spectrum of cardiovascular healthcare: artificial intelligence framework', European Heart Journal, vol. 44, no. 9, pp. 713–725. https://doi.org/10.1093/eurheartj/ehac758
Hering, A, Hansen, L, Mok, TCW, Chung, ACS, Siebert, H, Hager, S, Lange, A, Kuckertz, S, Heldmann, S, Shao, W, Vesal, S, Rusu, M, Sonn, G, Estienne, T, Vakalopoulou, M, Han, L, Huang, Y, Yap, P-T, Brudfors, M, Balbastre, Y, Joutard, S, Modat, M, Lifshitz, G, Raviv, D, Lv, J, Jaouen, V, Visvikis, D, Fourcade, C, Rubeaux, M, Pan, W, Xu, Z, Jian, B, De Benetti, F, Wodzinski, M, Gunnarsson, N, Sjolund, J, Grzech, D, Qiu, H, Li, Z, Thorley, A, Duan, J, Grossbrohmer, C, Hoopes, A, Reinertsen, I, Xiao, Y, Landman, B, Huo, Y, Murphy, K, Lessmann, N, Van Ginneken, B, Dalca, AV & Heinrich, MP 2023, 'Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning', IEEE Transactions on Medical Imaging, vol. 42, no. 3, pp. 697-712. https://doi.org/10.1109/TMI.2022.3213983
Conference contribution
Yin, J, Cheng, X, Duan, J, Pang, Y, O'Regan, D, Reynaud, H & Meng, Q 2025, MCM: Mamba-based Cardiac Motion Tracking using Sequential Images in MRI. in Medical Image Computing and Computer Assisted Intervention – MICCAI 2025 Workshops. Lecture Notes in Computer Science, Springer, 28th International Conference on Medical Image Computing and Computer Assisted Intervention, Daejeon, Korea, Republic of, 23/09/25.
Cheng, X, Zhang, T, Lu, W, Meng, Q, Frangi, AF & Duan, J 2025, SACB-Net: Spatial-awareness Convolutions for Medical Image Registration. in The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025.
Cheng, X, Jia, X, Lu, W, Li, Q, Shen, L, Krull, A & Duan, J 2024, WiNet: Wavelet-Based Incremental Learning for Efficient Medical Image Registration. in Medical Image Computing and Computer Assisted Intervention – MICCAI 2024: 27th International Conference, Marrakesh, Morocco, October 6–10, 2024. Lecture Notes in Computer Science, vol. 15002, Springer, 27th International Conference on Medical Image Computing and Computer Assisted Intervention, Marrakesh, Morocco, 6/10/24. https://doi.org/10.1007/978-3-031-72069-7_71
Editorial
Zhou, D, Duan, J, Qin, C & Luo, G 2024, 'Editorial: The combination of data-driven machine learning approaches and prior knowledge for robust medical image processing and analysis', Frontiers in Medicine, vol. 11, 1434686. https://doi.org/10.3389/fmed.2024.1434686
Preprint
Chen, W, Jia, X, Zhang, Z, Chang, HJ, Shen, L, Duan, J & Leonardis, A 2022 'Category-Level 6D Object Pose Estimation with Flexible Vector-Based Rotation Representation' arXiv.
Review article
Țica, O, Champsi, A, Duan, J & Țica, O 2025, 'Artificial Intelligence in the Diagnosis and Management of Atrial Fibrillation', Diagnostics, vol. 15, no. 20, 2561. https://doi.org/10.3390/diagnostics15202561
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