Jinming Duan

Publications

  1. 2019
  2. Published

    Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography

    Wenqi Lu, Jinming Duan, Orive Miguel, D., Herve, L. & Iain Styles, 2 May 2019, In : Biomedical Optics Express. 10, 6, p. 2684-2707

    Research output: Contribution to journalArticle

  3. Published

    Parameter-free selective segmentation with convex variational methods

    Spencer, J., Chen, K. & Jinming Duan, May 2019, In : IEEE Transactions on Image Processing . 28, 5, p. 2163-2172 10 p.

    Research output: Contribution to journalArticle

  4. Published

    Deep-learning cardiac motion analysis for human survival prediction

    Bello, G. A., Dawes, T. J. W., Jinming Duan, Biffi, C., De Marvao, A., Howard, L. S. G. E., Gibbs, J. S. R., Wilkins, M. R., Cook, S. A., Rueckert, D. & O’regan, D. P., 11 Feb 2019, In : Nature Machine Intelligence. 1, 2, p. 95-104 10 p.

    Research output: Contribution to journalArticle

  5. Published

    Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach

    Jinming Duan, Bello, G., Schlemper, J., Bai, W., Dawes, T. J. W., Biffi, C., de Marvao, A., Doumou, G., O'Regan, D. P. & Rueckert, D., 23 Jan 2019, In : IEEE Transactions on Medical Imaging. 38, 9, p. 2151-2164 14 p.

    Research output: Contribution to journalArticle

  6. 2018
  7. Published

    Combining deep learning and shape priors for bi-ventricular segmentation of volumetric cardiac magnetic resonance images

    Jinming Duan, Schlemper, J., Bai, W., Dawes, T. J. W., Bello, G., Biffi, C., Doumou, G., De Marvao, A., O’Regan, D. P. & Rueckert, D., 23 Nov 2018, Shape in Medical Imaging : nternational Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lombaert, H., Paniagua, B., Egger, B., Lüthi, M., Reuter, M. & Wachinger, C. (eds.). Springer Verlag, p. 258-267 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11167 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. Published

    Cardiac MR segmentation from undersampled k-space using deep latent representation learning

    Schlemper, J., Oktay, O., Bai, W., Castro, D. C., Jinming Duan, Qin, C., Hajnal, J. V. & Rueckert, D., 26 Sep 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018: 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 259-267 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11070 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  9. Published

    Deep Nested level sets: fully automated segmentation of cardiac MR images in patients with pulmonary hypertension

    Jinming Duan, Schlemper, J., Bai, W., Dawes, T. J. W., Bello, G., Doumou, G., De Marvao, A., O’Regan, D. P. & Rueckert, D., 13 Sep 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018: 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV. Frangi, A. F., Fichtinger, G., Schnabel, J. A., Alberola-López, C. & Davatzikos, C. (eds.). Springer Verlag, p. 595-603 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11073 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Published

    Image segmentation with depth information via simplified variational level set formulation

    Tan, L., Pan, Z., Liu, W., Jinming Duan, Wei, W. & Wang, G., Jan 2018, In : Journal of Mathematical Imaging and Vision. 60, 1, p. 1–17 17 p.

    Research output: Contribution to journalArticle

  11. 2017
  12. Published

    Novel methods for microglia segmentation, feature extraction, and classification

    Ding, Y., Pardon, M. C., Agostini, A., Faas, H., Jinming Duan, Ward, W. O. C., Easton, F., Auer, D. & Bai, L., 7 Dec 2017, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 14, 6, p. 1366-1377 12 p.

    Research output: Contribution to journalArticle

  13. Published

    Automated segmentation of retinal layers from optical coherence tomography images using geodesic distance

    Jinming Duan, Tench, C., Gottlob, I., Proudlock, F. & Bai, L., 1 Dec 2017, In : Pattern Recognition. 72, p. 158-175 18 p.

    Research output: Contribution to journalArticle

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