Professor Julia Schnabel Academics Chair in Computational Imaging Contact details julia.schnabel@kcl.ac.uk +44 (0) 20 7848 9561 @ja_schnabel
Tumour subregion analysis of colorectal liver metastases using semi-automated clustering based on DCE-MRI: Comparison with histological subregions and impact on pharmacokinetic parameter analysis Franklin, J. M., Irving, B., Papiez, B. W., Kallehauge, J. F., Wang, L. M., Goldin, R. D., Harris, A. L., Anderson, E. M., Schnabel, J. A., Chappell, M. A., Brady, M., Sharma, R. A. & Gleeson, F. V., May 2020, In : European Journal of Radiology. 126, 108934. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1016/j.ejrad.2020.108934 A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography Fuin, N., Bustin, A., Küstner, T., Oksuz, I., Clough, J., King, A. P., Schnabel, J. A., Botnar, R. M. & Prieto, C., 27 Apr 2020, In : Magnetic Resonance Imaging. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1016/j.mri.2020.04.007 Guest Editorial: Deep Learning in Ultrasound Imaging Shan, C., Tan, T., Wu, S. & Schnabel, J. A., Apr 2020, In : IEEE Journal of Biomedical and Health Informatics. 24, 4, p. 929-930 2 p., 9057768. Research output: Contribution to journal - Editorial. DOIs: https://doi.org/10.1109/JBHI.2020.2975858 An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy Sharib, A., Schnabel, J. & Grisan, E., 17 Feb 2020, In : Scientific Reports. 10, 1, 2748. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1038/s41598-020-59413-5 Image-based artefact removal in laser scanning microscopy Papiez, B. W., Markelc, B., Brown, G., Muschel, R. J., Brady, M. & Schnabel, J. A., Jan 2020, In : IEEE Transactions on Biomedical Engineering. 67, 1, p. 79-87 9 p., 8701671. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1109/TBME.2019.2908345 Model-Based and Data-Driven Strategies in Medical Image Computing Rueckert, D. & Schnabel, J. A., Jan 2020, In : Proceedings of the IEEE. 108, 1, p. 110-124 15 p., 8867900. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1109/JPROC.2019.2943836 Special issue on MICCAI 2018 Schnabel, J. A., Davatzikos, C., Fichtinger, G., Frangi, A. F. & Alberola-López, C., 1 Dec 2019, In : Medical Image Analysis. 58, 101560. Research output: Contribution to journal - Editorial. DOIs: https://doi.org/10.1016/j.media.2019.101560 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 journal - Article. DOIs: https://doi.org/10.1109/TMI.2019.2913311 Virtual linear measurement system for accurate quantification of medical images Wheeler, G., Deng, S., Pushparajah, K., Schnabel, J. A., Simpson, J. M. & Gomez, A., Dec 2019, In : Healthcare Technology Letters. 6, 6, p. 220-225 6 p. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1049/htl.2019.0074 Image Reconstruction in a Manifold of Image Patches: Application to Whole-Fetus Ultrasound Imaging Gomez, A., Zimmer, V., Toussaint, N., Wright, R., Clough, J. R., Khanal, B., van Poppel, M. P. M., Skelton, E., Matthews, J. & Schnabel, J. A., 24 Oct 2019, Machine Learning for Medical Image Reconstruction - 2nd International Workshop, MLMIR 2019, held in Conjunction with MICCAI 2019, Proceedings. Knoll, F., Maier, A., Rueckert, D. & Ye, J. C. (eds.). SPRINGER, p. 226-235 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11905 LNCS). Research output: Chapter in Book/Report/Conference proceeding - Conference paper. DOIs: https://doi.org/10.1007/978-3-030-33843-5_21 View all publications