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Research

Dr Bryan Williams

Senior Lecturer

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  1. 2020
  2. Published

    Observing liquid water build-up in proton exchange membrane fuel cells using terahertz imaging and high-resolution optical gauging

    Alves-Lima, D. F., Schlegl, H., Williams, B. M., Letizia, R., Dawson, R. & Lin, H., 8/11/2020, 2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020. IEEE Computer Society Press, p. 529-530 2 p. 9370456. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; vol. 2020-November).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    A deep convolutional neural network-based approach for superficial dorsal hand vein pattern matching

    Gu, X., Williams, B. & Black, S., 14/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  4. Published

    H-Unique - In search of uniqueness - harnessing anatomical hand variation

    Williams, B., Gu, X. & Black, S., 14/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  5. Published

    Quasi-tomography by free space line field spectral domain optical coherence reflectometry

    Lawman, S., Williams, B. M., Zheng, Y. & Shen, Y. C., 30/06/2020, In: Measurement Science and Technology. 31, 6, 9 p., 065203.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study

    Williams, B., Borroni, D., Liu, R., Zhao, Y., Zhang, J., Lim, J., Ma, B., Romano, V., Qi, H., Ferdousi, M., Petropoulos, I., Ponirakis, G., Kaye, S., Malik, R., Alam, U. & Zheng, Y., 1/02/2020, In: Diabetologia. 63, 2, p. 419-430 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Improving Fetal Head Contour Detection by Object Localisation with Deep Learning

    Al-Bander, B., Alzahrani, T., Alzahrani, S., Williams, B. M. & Zheng, Y., 24/01/2020, Medical Image Understanding and Analysis : 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 142-150 9 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Published

    Learning Active Contour Models for Medical Image Segmentation

    Chen, X., Williams, B., Vallabhanehi, S., Czanner, G., Williams, R. & Zheng, Y., 9/01/2020, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 11632-11640 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. A Novel Deep Learning Based OCTA De-striping Method

    Gao, D., Celik, N., Wu, X., Williams, B. M., Stylianides, A. & Zheng, Y., 1/01/2020, Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019, Liverpool, UK, July 24–26, 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, Vol. 2019. p. 189-197 9 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  10. Published

    Joint Destriping and Segmentation of OCTA Images

    Wu, X., Gao, D., Williams, B. M., Stylianides, A., Zheng, Y. & Jin, Z., 1/01/2020, Medical Image Understanding and Analysis - 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 423-435 13 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  11. Published

    Preface

    Zheng, Y., Williams, B. M. & Chen, K., 1/01/2020, Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019, Liverpool, UK, July 24–26, 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Cham: Springer, p. vi (Communications in Computer and Information Science; vol. 1065).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Other chapter contribution

  12. 2019
  13. Published

    Drusen and macular degeneration lesions

    Williams, B., Burgess, P. & Zheng, Y., 27/11/2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Trucco, E., MacGillivray, T. & Xu, Y. (eds.). Academic Press, p. 245-272 28 p. (The Elsevier and MICCAI Society Book Series).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  14. Published

    Improved artificial intelligence for glaucoma grading from fundus photographs via uncertainty-informed decision referral

    Czanner, G., MacCormick, I. J. C., Williams, B., Zheng, Y., Czanner, S., Tatham, A., Trucco, M., Li, Y., Congdon, N., Venkatesh, K. A., Kavitha, S. & Willoughby, C. E., 22/11/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  15. Published

    Fully Convolutional Segmentation of Corneal Limbus and Foveal Blood Vessels in Fluorescein Angiography

    Zheng, Y., Yao, H., Shen, Y., Zhao, Y. & Williams, B., 1/07/2019, In: Investigative Ophthalmology and Visual Science. 60, 9

    Research output: Contribution to Journal/Magazine › Meeting abstract

  16. Published

    In-vivo evaluation of corneal collagen fibrils pattern to detect keratoconus

    Romano, V., Borroni, D., Geraghty, B., Lipari, E., Sporgia, A., Zheng, Y., Kaye, S. & Williams, B., 1/07/2019, In: Investigative Ophthalmology and Visual Science. 60, 9

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  17. Published

    Learning the features of diabetic retinopathy with convolutional neural networks

    Pratt, H., Williams, B. M., Broadbent, D., Harding, S. P., Coenen, F. & Zheng, Y., 16/05/2019, In: EUROPEAN JOURNAL OF OPHTHALMOLOGY. 29, 3, p. NP15-NP16 2 p.

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  18. Published

    Sub-surface imaging of soiled cotton fabric using full-field optical coherence tomography

    Zhang, Z., Ikpatt, U., Lawman, S., Williams, B. M., Zheng, Y., Lin, H. & Shen, Y., 13/05/2019, In: Optics Express. 27, 10, p. 13951-13964 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Fully Automatic Localisation of the Optic Disc Using YOLO in Colour Fundus Photographs

    Zheng, Y., Zhao, Y., Chen, X., Gao, D., Bridge, J., Zhu, W. & Williams, B., 27/04/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  20. Published

    Correction: Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile (PLoS ONE (2019) 14:1 (e0209409) DOI: 10.1371/journal.pone.0209409)

    MacCormick, I. J. C., Williams, B. M., Zheng, Y., Li, K., Al-Bander, B., Czanner, S., Cheeseman, R., Willoughby, C. E., Brown, E. N., Spaeth, G. L. & Czanner, G., 3/04/2019, In: PLoS ONE. 14, 4, 1 p., e0215056.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile

    MacCormick, I. J. C., Williams, B. M., Zheng, Y., Li, K., Al-Bander, B., Czanner, S., Cheeseman, R., Willoughby, C. E., Brown, E. N., Spaeth, G. L. & Czanner, G., 10/01/2019, In: PLoS ONE. 14, 1, 20 p., e0209409.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. 2018
  23. Published

    Improving the resolution of retinal OCT with deep learning

    Xu, Y., Williams, B. M., Al-Bander, B., Yan, Z., Shen, Y. C. & Zheng, Y., 1/09/2018, Medical Image Understanding and Analysis - 22nd Conference, Proceedings. Nixon, M., Mahmoodi, S. & Zwiggelaar, R. (eds.). Springer-Verlag, p. 325-332 8 p. (Communications in Computer and Information Science; vol. 894).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  24. Published

    Dense Fully Convolutional Segmentation of the Optic Disc and Cup in Colour Fundus for Glaucoma Diagnosis

    Al-Bander, B., Williams, B., Al-Nuaimy, W., Al-Taee, M., Pratt, H. & Zheng, Y., 30/03/2018, In: Symmetry. 10, 4, 16 p., 87.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Supercontinuum ultra-high resolution line-field OCT: Experimental spectrograph comparison and comparison with current clinical OCT systems by the imaging of a human cornea

    Lawman, S., Romano, V., Madden, P. W., Mason, S., Williams, B. M., Zheng, Y. & Shen, Y. C., 5/03/2018, 2nd Canterbury Conference on OCT with Emphasis on Broadband Optical Sources. Podoleanu, A. & Bang, O. (eds.). SPIE, 1059104. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10591).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  26. Published

    Imaging of corneal neovascularization: Optical coherence tomography angiography and fluorescence angiography

    Brunner, M., Romano, V., Steger, B., Vinciguerra, R., Lawman, S., Williams, B., Hicks, N., Czanner, G., Zheng, Y., Willoughby, C. E. & Kaye, S. B., 1/03/2018, In: Investigative Ophthalmology and Visual Science. 59, 3, p. 1263-1269 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc

    Al-Bander, B., Al-Nuaimy, W., Williams, B. M. & Zheng, Y., 1/02/2018, In: Biomedical Signal Processing and Control. 40, p. 91-101 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    Automatic detection and distinction of retinal vessel bifurcations and crossings in colour fundus photography

    Pratt, H., Williams, B. M., Ku, J. Y., Vas, C., McCann, E., Al-Bander, B., Zhao, Y., Coenen, F. & Zheng, Y., 1/01/2018, In: Journal of Imaging. 4, 1, 14 p., 4.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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