King's College London

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Dr Michela Antonelli

  1. Decision fusion of 3D convolutional neural networks to triage patients with suspected prostate cancer using volumetric biparametric MRI

    Mehta, P., Antonelli, M., Ahmed, H., Emberton, M., Punwani, S. & Ourselin, S., 1 Jan 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 1131433. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

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

  2. A large annotated medical image dataset for the development and evaluation of segmentation algorithms

    Simpson, A. L., Antonelli, M., Bakas, S., Bilello, M., Farahani, K., Ginneken, B. V., Kopp-Schneider, A., Landman, B. A., Litjens, G., Menze, B., Ronneberger, O., Summers, R. M., Bilic, P., Christ, P. F., Do, R. K. G., Gollub, M., Golia-Pernicka, J., Heckers, S. H., Jarnagin, W. R., McHugo, M. K. & 4 others, Napel, S., Vorontsov, E., Maier-Hein, L. & Cardoso, M. J., 25 Feb 2019, ( arXiv).

    Research output: Working paperPre-print

  3. Hemodynamic matrix factorization for functional magnetic resonance imaging

    Hütel, M., Antonelli, M., Ekanayake, J., Ourselin, S. & Melbourne, A., 1 Jan 2019, Connectomics in NeuroImaging - 3rd International Workshop, CNI 2019, Held in Conjunction with MICCAI 2019, Proceedings. Schirmer, M. D., Chung, A. W., Venkataraman, A., Rekik, I. & Kim, M. (eds.). SPRINGER, p. 117-125 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11848 LNCS).

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

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