King's College London

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Springer Science and Business Media Deutschland GmbH

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  1. A Deep Generative Model of Neonatal Cortical Surface Development

    Fawaz, A., Williams, L. Z. J., Edwards, A. D. & Robinson, E. C., 2022, Medical Image Understanding and Analysis - 26th Annual Conference, MIUA 2022, Proceedings. Yang, G., Aviles-Rivero, A., Roberts, M. & Schönlieb, C-B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 469-481 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13413 LNCS).

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

  2. A Novel Testing Methodology for In Situ Microstructural Characterisation During Continuous Strain Path Change

    Dhara, S., Taylor, S., Figiel, Ł., Hughes, D., Shollock, B. & Hazra, S., 2022, NUMISHEET 2022 - Proceedings of the 12th International Conference and Workshop on Numerical Simulation of 3D Sheet Metal Forming Processes. Inal, K., Worswick, M., Butcher, C. & Levesque, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 287-300 14 p. (Minerals, Metals and Materials Series).

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

  3. Fitting Segmentation Networks on Varying Image Resolutions Using Splatting

    Brudfors, M., Balbastre, Y., Ashburner, J., Rees, G., Nachev, P., Ourselin, S. & Cardoso, M. J., 2022, Medical Image Understanding and Analysis - 26th Annual Conference, MIUA 2022, Proceedings. Yang, G., Aviles-Rivero, A., Roberts, M. & Schönlieb, C-B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 271-282 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13413 LNCS).

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

  4. Generalized Wasserstein Dice Loss, Test-Time Augmentation, and Transformers for the BraTS 2021 Challenge

    Fidon, L., Shit, S., Ezhov, I., Paetzold, J. C., Ourselin, S. & Vercauteren, T., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 187-196 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12963 LNCS).

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

  5. Improved AI-Based Segmentation of Apical and Basal Slices from Clinical Cine CMR

    Mariscal-Harana, J., Kifle, N., Razavi, R., King, A. P., Ruijsink, B. & Puyol-Antón, E., 2022, Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge - 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Puyol Antón, E., Young, A., Suinesiaputra, A., Pop, M., Martín-Isla, C., Sermesant, M., Camara, O. & Lekadir, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 84-92 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13131 LNCS).

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

  6. Quality-Aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled K-Space Data

    Machado, I., Puyol-Antón, E., Hammernik, K., Cruz, G., Ugurlu, D., Ruijsink, B., Castelo-Branco, M., Young, A., Prieto, C., Schnabel, J. A. & King, A. P., 2022, Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge - 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Puyol Antón, E., Young, A., Suinesiaputra, A., Pop, M., Martín-Isla, C., Sermesant, M., Camara, O. & Lekadir, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 12-20 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13131 LNCS).

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

  7. Quantum Effects on 1/2[111] Edge Dislocation Motion in Hydrogen-Charged Fe from Ring-Polymer Molecular Dynamics

    Katzarov, I., Ilieva, N. & Drenchev, L., 2022, Large-Scale Scientific Computing - 13th International Conference, LSSC 2021, Revised Selected Papers. Lirkov, I. & Margenov, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 132-139 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13127 LNCS).

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

  8. SPARQL Endpoints and Web API (SWApi)

    Lisena, P. & Meroño-Peñuela, A., 2022, Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. Di Noia, T., Ko, I-Y., Schedl, M. & Ardito, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 501-504 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13362 LNCS).

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

  9. The Challenges with Internet of Things Security for Business

    Kuzminykh, I., Ghita, B. & Such, J. M., 2022, Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 21st International Conference, NEW2AN 2021, and 14th Conference, ruSMART 2021, Proceedings. Koucheryavy, Y., Balandin, S. & Andreev, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 46-58 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13158 LNCS).

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

  10. The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images

    Ugurlu, D., Puyol-Antón, E., Ruijsink, B., Young, A., Machado, I., Hammernik, K., King, A. P. & Schnabel, J. A., 2022, Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge - 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Puyol Antón, E., Young, A., Suinesiaputra, A., Pop, M., Martín-Isla, C., Sermesant, M., Camara, O. & Lekadir, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 57-65 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13131 LNCS).

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

  11. Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients

    Rao, M., Michalowski, M., Wilk, S., Michalowski, W., Coles, A. & Carrier, M., 2022, Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Proceedings. Michalowski, M., Abidi, S. S. R. & Abidi, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 14-23 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13263 LNAI).

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

  12. Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction

    Dawood, T., Chen, C., Andlauer, R., Sidhu, B. S., Ruijsink, B., Gould, J., Porter, B., Elliott, M., Mehta, V., Rinaldi, C. A., Puyol-Antón, E., Razavi, R. & King, A. P., 2022, Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge - 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Puyol Antón, E., Young, A., Suinesiaputra, A., Pop, M., Martín-Isla, C., Sermesant, M., Camara, O. & Lekadir, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 189-198 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13131 LNCS).

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

  13. Using a Machine Learning Model for Malicious URL Type Detection

    Tung, S. P., Wong, K. Y., Kuzminykh, I., Bakhshi, T. & Ghita, B., 2022, Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 21st International Conference, NEW2AN 2021, and 14th Conference, ruSMART 2021, Proceedings. Koucheryavy, Y., Balandin, S. & Andreev, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 493-505 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13158 LNCS).

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

  14. What Does Shared Understanding in Students’ Face-to-Face Collaborative Learning Gaze Behaviours “Look Like”?

    Zhou, Q., Suraworachet, W., Celiktutan, O. & Cukurova, M., 2022, Artificial Intelligence in Education - 23rd International Conference, AIED 2022, Proceedings. Rodrigo, M. M., Matsuda, N., Cristea, A. I. & Dimitrova, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 588-593 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13355 LNCS).

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

  15. A Machine Learning Model for Predicting Fetal Hemoglobin Levels in Sickle Cell Disease Patients

    Oikonomou, K., Steinhöfel, K. & Menzel, S., 24 Sep 2021, (E-pub ahead of print) Proceedings of Sixth International Congress on Information and Communication Technology. Yang, X-S., Sherratt, S., Dey, N. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1. p. 79-91 13 p. (Lecture Notes in Networks and Systems; vol. 235).

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

  16. A Delayed Instantiation Approach to Template-Driven Provenance for Electronic Health Record Phenotyping

    Fairweather, E., Chapman, M. & Curcin, V., 2021, Provenance and Annotation of Data and Processes - 8th and 9th International Provenance and Annotation Workshop, IPAW 2020 + IPAW 2021, Proceedings. Glavic, B., Braganholo, V. & Koop, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-19 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12839 LNCS).

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

  17. A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI

    Byrne, N., Clough, J. R., Montana, G. & King, A. P., 2021, Statistical Atlases and Computational Models of the Heart. MandMs and EMIDEC Challenges - 11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Puyol Anton, E., Pop, M., Sermesant, M., Campello, V., Lalande, A., Lekadir, K., Suinesiaputra, A., Camara, O. & Young, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12592 LNCS).

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

  18. An Exploratory Assessment of Focused Septal Growth in Hypertrophic Cardiomyopathy

    Hager, S. P., Zhang, W., Miller, R. M., Lee, J. & Nordsletten, D. A., 2021, Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Proceedings. Ennis, D. B., Perotti, L. E. & Wang, V. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 328-339 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12738 LNCS).

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

  19. Anisotropy in the Human Placenta in Pregnancies Complicated by Fetal Growth Restriction

    Slator, P. J., Ho, A., Bakalis, S., Jackson, L., Chappell, L. C., Alexander, D. C., Hajnal, J. V., Rutherford, M. & Hutter, J., 2021, Anisotropy Across Fields and Scales. Özarslan, E., Schultz, T., Zhang, E. & Fuster, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 263-276 14 p. (Mathematics and Visualization).

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

  20. AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-center LGE MRIs

    Li, L., Zimmer, V. A., Schnabel, J. A. & Zhuang, X., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., 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. 557-566 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12906 LNCS).

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

  21. Automatic Detection of Extra-Cardiac Findings in Cardiovascular Magnetic Resonance

    Wickremasinghe, D. H., Khenkina, N., Masci, P. G., King, A. P. & Puyol-Antón, E., 2021, Medical Image Understanding and Analysis - 25th Annual Conference, MIUA 2021, Proceedings. Papież, B. W., Yaqub, M., Jiao, J., Namburete, A. I. & Noble, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 98-107 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12722 LNCS).

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

  22. Automatic Re-orientation of 3D Echocardiographic Images in Virtual Reality Using Deep Learning

    Munroe, L., Sajith, G., Lin, E., Bhattacharya, S., Pushparajah, K., Simpson, J., Schnabel, J. A., Wheeler, G., Gomez, A. & Deng, S., 2021, Medical Image Understanding and Analysis - 25th Annual Conference, MIUA 2021, Proceedings. Papież, B. W., Yaqub, M., Jiao, J., Namburete, A. I. & Noble, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 177-188 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12722 LNCS).

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

  23. Automatic Tomographic Ultrasound Imaging Sequence Extraction of the Anal Sphincter

    Williams, H., Cattani, L., Vercauteren, T., Deprest, J. & D’hooge, J., 2021, Simplifying Medical Ultrasound - Second International Workshop, ASMUS 2021, Held in Conjunction with MICCAI 2021, Proceedings. Noble, J. A., Aylward, S., Grimwood, A., Min, Z., Lee, S-L. & Hu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 35-44 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12967 LNCS).

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

  24. 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

  25. Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities?

    Budd, S., Day, T., Simpson, J., Lloyd, K., Matthew, J., Skelton, E., Razavi, R. & Kainz, B., 2021, Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health - 3rd MICCAI Workshop, DART 2021, and 1st MICCAI Workshop, FAIR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Albarqouni, S., Cardoso, M. J., Dou, Q., Kamnitsas, K., Khanal, B., Rekik, I., Rieke, N., Sheet, D., Tsaftaris, S., Xu, D. & Xu, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 251-262 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12968 LNCS).

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

  26. Computers and Education – Recognising Opportunities and Managing Challenges: IFIP TC3 – Technical Committee on Education

    Passey, D., Brinda, T., Cornu, B., Holvikivi, J., Lewin, C., Magenheim, J., Morel, R., Osorio, J., Tatnall, A., Thompson, B. & Webb, M., 2021, IFIP Advances in Information and Communication Technology. Springer Science and Business Media Deutschland GmbH, p. 129-152 24 p. (IFIP Advances in Information and Communication Technology; vol. 600).

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

  27. Contrastive Learning for View Classification of Echocardiograms

    Chartsias, A., Gao, S., Mumith, A., Oliveira, J., Bhatia, K., Kainz, B. & Beqiri, A., 2021, Simplifying Medical Ultrasound - Second International Workshop, ASMUS 2021, Held in Conjunction with MICCAI 2021, Proceedings. Noble, J. A., Aylward, S., Grimwood, A., Min, Z., Lee, S-L. & Hu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 149-158 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12967 LNCS).

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

  28. 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

  29. Detecting Outliers with Poisson Image Interpolation

    Tan, J., Hou, B., Day, T., Simpson, J., Rueckert, D. & 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. 581-591 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12905 LNCS).

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

  30. Detecting Video-Game Injectors Exchanged in Game Cheating Communities

    Karkallis, P., Blasco, J., Suarez-Tangil, G. & Pastrana, S., 2021, Computer Security – ESORICS 2021 - 26th European Symposium on Research in Computer Security, Proceedings. Bertino, E., Shulman, H. & Waidner, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 305-324 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12972 LNCS).

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

  31. Detection of Injury and Automated Triage of Preterm Neonatal MRI Using Patch-Based Gaussian Processes

    Macleod, R., Counsell, S., Carmichael, D., Dimitrova, R., Pietsch, M., Edwards, A. D., Rutherford, M. A. & O’Muircheartaigh, J., 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. 231-241 11 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

  32. Distinguishing Healthy Ageing from Dementia: A Biomechanical Simulation of Brain Atrophy Using Deep Networks

    Silva, M. D., Sudre, C. H., Garcia, K., Bass, C., Cardoso, M. J. & Robinson, E. C., 2021, Machine Learning in Clinical Neuroimaging - 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Proceedings. Abdulkadir, A., Kia, S. M., Habes, M., Kumar, V., Rondina, J. M., Tax, C., Tax, C. & Wolfers, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 13-22 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13001 LNCS).

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

  33. Domain Adaptation for Automatic Aorta Segmentation of 4D Flow Magnetic Resonance Imaging Data from Multiple Vendor Scanners

    Aviles, J., Talou, G. D. M., Camara, O., Córdova, M. M., Ferez, X. M., Romero, D., Ferdian, E., Gilbert, K., Elsayed, A., Young, A. A., Dux-Santoy, L., Ruiz-Munoz, A., Teixido-Tura, G., Rodriguez-Palomares, J. & Guala, A., 2021, Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Proceedings. Ennis, D. B., Perotti, L. E. & Wang, V. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 112-121 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12738 LNCS).

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

  34. Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation

    Scannell, C. M., Chiribiri, A. & Veta, M., 2021, Statistical Atlases and Computational Models of the Heart. MandMs and EMIDEC Challenges - 11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Puyol Anton, E., Pop, M., Sermesant, M., Campello, V., Lalande, A., Lekadir, K., Suinesiaputra, A., Camara, O. & Young, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 228-237 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12592 LNCS).

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

  35. Efficient Algorithms for Omega-Regular Energy Games

    Amram, G., Maoz, S., Pistiner, O. & Ringert, J. O., 2021, Formal Methods - 24th International Symposium, FM 2021, Proceedings. Huisman, M., Păsăreanu, C. & Zhan, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 163-181 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13047 LNCS).

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

  36. Estimation of Cardiac Valve Annuli Motion with Deep Learning

    Kerfoot, E., King, C. E., Ismail, T., Nordsletten, D. & Miller, R., 2021, Statistical Atlases and Computational Models of the Heart. MandMs and EMIDEC Challenges - 11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Puyol Anton, E., Pop, M., Sermesant, M., Campello, V., Lalande, A., Lekadir, K., Suinesiaputra, A., Camara, O. & Young, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 146-155 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12592 LNCS).

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

  37. Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for Brain Tumor Segmentation: BraTS 2020 Challenge

    Fidon, L., Ourselin, S. & Vercauteren, T., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 200-214 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12659 LNCS).

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

  38. Geometric Deep Learning of the Human Connectome Project Multimodal Cortical Parcellation

    Williams, L. Z. J., Fawaz, A., Glasser, M. F., Edwards, A. D. & Robinson, E. C., 2021, Machine Learning in Clinical Neuroimaging - 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Proceedings. Abdulkadir, A., Kia, S. M., Habes, M., Kumar, V., Rondina, J. M., Tax, C., Tax, C. & Wolfers, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 103-112 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13001 LNCS).

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

  39. ISO 23494: Biotechnology – Provenance Information Model for Biological Specimen And Data

    Wittner, R., Holub, P., Müller, H., Geiger, J., Goble, C., Soiland-Reyes, S., Pireddu, L., Frexia, F., Mascia, C., Fairweather, E., Swedlow, J. R., Moore, J., Strambio, C., Grunwald, D. & Nakae, H., 2021, Provenance and Annotation of Data and Processes - 8th and 9th International Provenance and Annotation Workshop, IPAW 2020 + IPAW 2021, Proceedings. Glavic, B., Braganholo, V. & Koop, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 222-225 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12839 LNCS).

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

  40. Impact of Image Resolution and Resampling on Motion Tracking of the Left Chambers from Cardiac Scans

    Razeghi, O., Strocchi, M., Corrado, C., Chubb, H., Rajani, R., Ennis, D. B. & Niederer, S. A., 2021, Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Proceedings. Ennis, D. B., Perotti, L. E. & Wang, V. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 12-21 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12738 LNCS).

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

  41. Improving Phenotype Prediction Using Long-Range Spatio-Temporal Dynamics of Functional Connectivity

    Dahan, S., Williams, L. Z. J., Rueckert, D. & Robinson, E. C., 2021, Machine Learning in Clinical Neuroimaging - 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Proceedings. Abdulkadir, A., Kia, S. M., Habes, M., Kumar, V., Rondina, J. M., Tax, C., Tax, C. & Wolfers, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 145-154 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13001 LNCS).

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

  42. In Silico Mapping of the Omecamtiv Mecarbil Effects from the Sarcomere to the Whole-Heart and Back Again

    Longobardi, S., Sher, A. & Niederer, S. A., 2021, Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Proceedings. Ennis, D. B., Perotti, L. E. & Wang, V. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 406-415 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12738 LNCS).

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

  43. In Vivo Pressure-Volume Loops and Chamber Stiffness Estimation Using Real-Time 3D Echocardiography and Left Ventricular Catheterization – Application to Post-heart Transplant Patients

    Freytag, B., Wang, V. Y., Zhao, D., Gilbert, K., Quill, G., Hasaballa, A. I., Babarenda Gamage, T. P., Doughty, R. N., Legget, M. E., Ruygrok, P., Young, A. A. & Nash, M. P., 2021, Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Proceedings. Ennis, D. B., Perotti, L. E. & Wang, V. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 396-405 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12738 LNCS).

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

  44. Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation

    Dorent, R., Joutard, S., Shapey, J., Kujawa, A., Modat, M., Ourselin, S. & Vercauteren, T., 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. 615-624 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12902 LNCS).

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

  45. Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces

    Williams, H., Pedrosa, J., Cattani, L., Housmans, S., Vercauteren, T., Deprest, J. & D’hooge, J., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., 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. 315-325 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12901 LNCS).

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

  46. Intra-operative OCT (iOCT) Image Quality Enhancement: A Super-Resolution Approach Using High Quality iOCT 3D Scans

    Komninos, C., Pissas, T., Flores, B., Bloch, E., Vercauteren, T., Ourselin, S., Da Cruz, L. & Bergeles, C., 2021, Ophthalmic Medical Image Analysis - 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 21-31 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12970 LNCS).

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

  47. Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering

    Fu, Z., Zheng, C., Cai, Y., Li, Q. & Wang, T., 2021, Web and Big Data - 5th International Joint Conference, APWeb-WAIM 2021, Proceedings. U, L. H., Spaniol, M., Sakurai, Y. & Chen, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 316-331 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12858 LNCS).

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

  48. Left Atrial Ejection Fraction Estimation Using SEGANet for Fully Automated Segmentation of CINE MRI

    Lourenço, A., Kerfoot, E., Dibblin, C., Alskaf, E., Anjari, M., Bharath, A. A., King, A. P., Chubb, H., Correia, T. M. & Varela, M., 2021, Statistical Atlases and Computational Models of the Heart. MandMs and EMIDEC Challenges - 11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Puyol Anton, E., Pop, M., Sermesant, M., Campello, V., Lalande, A., Lekadir, K., Suinesiaputra, A., Camara, O. & Young, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 137-145 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12592 LNCS).

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

  49. Nitric Oxide Synthase Inhibitors into the Clinic at Last

    Dao, V. T. V., Elbatreek, M. H., Fuchß, T., Grädler, U., Schmidt, H. H. H. W., Shah, A. M., Wallace, A. & Knowles, R., 2021, Handbook of Experimental Pharmacology. Springer Science and Business Media Deutschland GmbH, p. 169-204 36 p. (Handbook of Experimental Pharmacology; vol. 264).

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

  50. Optimisation of Left Atrial Feature Tracking Using Retrospective Gated Computed Tomography Images

    Sillett, C., Razeghi, O., Strocchi, M., Roney, C. H., O’Brien, H., Ennis, D. B., Haberland, U., Rajani, R., Rinaldi, C. A. & Niederer, S. A., 2021, Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Proceedings. Ennis, D. B., Perotti, L. E. & Wang, V. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 71-83 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12738 LNCS).

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

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