King's College London

Research portal

Dr Matthew Sinclair

  1. CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI

    Li, L., Sinclair, M., Makropoulos, A., Hajnal, J. V., David Edwards, A., Kainz, B., Rueckert, D. & Alansary, A., 2021, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Sudre, C. H., Licandro, R., Baumgartner, C., Melbourne, A., Dalca, A., Hutter, J., Tanno, R., Abaci Turk, E., Van Leemput, K., Torrents Barrena, J., Wells, W. M. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 221-230 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12959 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  2. Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps

    Budd, S., Sinclair, M., Day, T., Vlontzos, A., Tan, J., Liu, T., Matthew, J., Skelton, E., Simpson, J., Razavi, R., Glocker, B., Rueckert, D., Robinson, E. C. & Kainz, B., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-217 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12907 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  3. Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging

    Meng, Q., Sinclair, M., Zimmer, V., Hou, B., Rajchl, M., Toussaint, N., Oktay, O., Schlemper, J., Gomez, A., Housden, J., Matthew, J., Rueckert, D., Schnabel, J. A. & Kainz, B., 1 Dec 2019, In: IEEE transactions on medical imaging. 38, 12, p. 2755-2767 13 p., 8698843.

    Research output: Contribution to journalArticlepeer-review

  4. Confident head circumference measurement from ultrasound with real-time feedback for sonographers

    Budd, S., Sinclair, M., Khanal, B., Matthew, J., Lloyd, D., Gomez, A., Toussaint, N., Robinson, E. C. & Kainz, B., 1 Jan 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). SPRINGER, p. 683-691 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  5. Fetal Skull Reconstruction via Deep Convolutional Autoencoders

    Cerrolaza, J. J., Li, Y., Biffi, C., Gomez, A., Matthew, J., Sinclair, M., Gupta, C., Knight, C. L. & Rueckert, D., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 887-890 4 p. 8512282

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  6. Deep learning with ultrasound physics for fetal skull segmentation

    Cerrolaza, J. J., Sinclair, M., Li, Y., Gomez, A., Ferrante, E., Matthew, J., Gupta, C., Knight, C. L. & Rueckert, D., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April. p. 564-567 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  7. Multiview machine learning using an atlas of cardiac cycle motion

    Puyol-Antón, E., Sinclair, M., Gerber, B., Amzulescu, M. S., Langet, H., De Craene, M., Aljabar, P., Schnabel, J. A., Piro, P. & King, A. P., 15 Mar 2018, (E-pub ahead of print) In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10663 LNCS, p. 3-11 9 p.

    Research output: Contribution to journalArticlepeer-review

  8. 3D fetal skull reconstruction from 2DUS via deep conditional generative networks

    Cerrolaza, J. J., Li, Y., Biffi, C., Gomez, A., Sinclair, M., Matthew, J., Knight, C., Kainz, B. & Rueckert, D., 1 Jan 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Springer Verlag, p. 383-391 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 paperpeer-review

  9. Weakly supervised localisation for fetal ultrasound images

    Toussaint, N., Khanal, B., Sinclair, M., Gomez, A., Skelton, E., Matthew, J. & Schnabel, J. A., 1 Jan 2018, Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018 and 8th International Workshop, ML-CDS 2018 Held in Conjunction with MICCAI 2018. Maier-Hein, L., Syeda-Mahmood, T., Taylor, Z., Lu, Z., Stoyanov, D., Madabhushi, A., Tavares, J. M. R. S., Nascimento, J. C., Moradi, M., Martel, A., Papa, J. P., Conjeti, S., Belagiannis, V., Greenspan, H., Carneiro, G. & Bradley, A. (eds.). Springer Verlag, p. 192-200 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11045 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  10. A multimodal spatiotemporal cardiac motion atlas from MR and ultrasound data

    Puyol Anton, E., Sinclair, M. D. M., Gerber, B., Amzulescu, M. S., Langet, H., DeCraene, M., Aljabar, P., Piro, P. & King, A. P., 13 Jun 2017, In: Medical Image Analysis. 40, p. 96-110

    Research output: Contribution to journalArticlepeer-review

  11. Learning optimal spatial scales for cardiac strain analysis using a motion atlas

    Sinclair, M., Peressutti, D., Puyol Anton, E., Bai, W., Nordsletten, D., Hadjicharalambous, M., Kerfoot, E., Jackson, T., Claridge, S., Rinaldi, C. A., Rueckert, D. & King, A., 24 Jan 2017, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer‐Verlag Berlin Heidelberg, Vol. 10124 LNCS. p. 57-65 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10124 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  12. Impact of Coronary Bifurcation Morphology on Wave Propagation

    Rivolo, S., Hadjilucas, L., Sinclair, M., van Horssen, P., van den Wijngaard, J. P., Wesolowski, R., Chiribiri, A., Siebes, M., Smith, N. P. & Lee, J., 8 Jul 2016, In: American Journal of Physiology (Heart and Circulatory Physiology).

    Research output: Contribution to journalArticlepeer-review

  13. Microsphere skimming in the porcine coronary arteries: Implications for flow quantification

    Sinclair, M., Lee, J., Schuster, A., Chiribiri, A., van den Wijngaard, J., van Horssen, P., Siebes, M., Spaan, J. A. E., Nagel, E. & Smith, N. P., Jul 2015, In: Microvascular Research. 100, p. 59-70 12 p.

    Research output: Contribution to journalArticlepeer-review

  14. Quantitative assessment of magnetic resonance derived myocardial perfusion measurements using advanced techniques: microsphere validation in an explanted pig heart system

    Schuster, A., Zarinabad, N., Ishida, M., Sinclair, M., van den Wijngaard, J. P., Morton, G., Hautvast, G. L., Bigalke, B., van Horssen, P., Smith, N., Spaan, J. A., Siebes, M., Chiribiri, A. & Nagel, E., 14 Oct 2014, In: Journal of cardiovascular magnetic resonance. 16, 13 p., 82.

    Research output: Contribution to journalArticlepeer-review

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