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Research Outputs

  1. 2022
  2. Parity and Spin CFT with boundaries and defects

    Runkel, I., Szegedy, L. & Watts, G. M. T., 3 Oct 2022.

    Research output: Working paper/PreprintPreprint

  3. Distributionally Robust Deep Learning using Hardness Weighted Sampling

    Fidon, L., Aertsen, M., Deprest, T., Emam, D., Guffens, F., Mufti, N., Elslander, E. V., Schwartz, E., Ebner, M., Prayer, D., Kasprian, G., David, A. L., Melbourne, A., Ourselin, S., Deprest, J., Langs, G. & Vercauteren, T., 18 Jul 2022, In: MELBA (The Journal of Machine Learning for Biomedical Imaging). PIPPI 2021 special issue

    Research output: Contribution to journalArticlepeer-review

  4. Cross-modal Prototype Driven Network for Radiology Report Generation

    Wang, J., Bhalerao, A. & He, Y., 11 Jul 2022.

    Research output: Working paper/PreprintPreprint

  5. Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models

    Pinaya, W. H. L., Graham, M. S., Gray, R., Costa, P. F. D., Tudosiu, P-D., Wright, P., Mah, Y. H., MacKinnon, A. D., Teo, J. T., Jager, R., Werring, D., Rees, G., Nachev, P., Ourselin, S. & Cardoso, M. J., 7 Jun 2022.

    Research output: Working paper/PreprintPreprint

  6. Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANs

    Bautista, T., Matthew, J., Kerdegari, H., Pereira, L. P. & Xochicale, M., 1 Jun 2022.

    Research output: Working paper/PreprintPreprint

  7. A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation

    Fidon, L., Aertsen, M., Kofler, F., Bink, A., David, A. L., Deprest, T., Emam, D., Guffens, F., Jakab, A., Kasprian, G., Kienast, P., Melbourne, A., Menze, B., Mufti, N., Pogledic, I., Prayer, D., Stuempflen, M., Elslander, E. V., Ourselin, S., Deprest, J., & 1 othersVercauteren, T., 5 Apr 2022.

    Research output: Working paper/PreprintPreprint

  8. Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities

    Mirheidari, B., Bittar, A., Cummins, N., Downs, J., Fisher, H. L. & Christensen, H., 30 Mar 2022.

    Research output: Working paper/PreprintPreprint

  9. Trustworthy Autonomous Systems (TAS): Engaging TAS experts in curriculum design

    Naiseh, M., Bentley, C. & Ramchurn, S. D., 4 Feb 2022.

    Research output: Working paper/PreprintPreprint

  10. GCS: Graph-Based Coordination Strategy for Multi-AgentReinforcement Learning

    Ruan, J., Du, Y., Xiong, X., Xing, D., Li, X., Meng, L., Zhang, H., Wang, J. & Xu, B., 2022.

    Research output: Contribution to conference typesPaperpeer-review

  11. How to train your agent: Active Learning from Human Preferences and Justifications in Safety-critical Environments

    Kazantzidis, I., Du, Y., Freeman, C. & Norman, T., 2022.

    Research output: Contribution to conference typesAbstractpeer-review

  12. How to train your agent: Active Learning from Human Preferences and Justifications in Safety-critical Environments

    Kazantzidis, I., Du, Y., Freeman, C. & Norman, T., 2022, International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS).

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

  13. 2021
  14. Non-Lorentzian $SU(1,n)$ Spacetime Symmetry in Various Dimensions

    Lambert, N., Mouland, R. & Orchard, T., 29 Dec 2021.

    Research output: Working paper/PreprintPreprint

  15. A coupling strategy for a 3D-1D model of the cardiovascular system to study the effects of pulse wave propagation on cardiac function

    Caforio, F., Augustin, C. M., Alastruey, J., Gsell, M. A. F. & Plank, G., 10 Nov 2021.

    Research output: Working paper/PreprintPreprint

  16. Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation

    Fidon, L., Aertsen, M., Emam, D., Mufti, N., Guffens, F., Deprest, T., Demaerel, P., David, A. L., Melbourne, A., Ourselin, S., Deprest, J. & Vercauteren, T., 8 Jul 2021, In: arXiv.

    Research output: Contribution to journalArticlepeer-review

  17. Estimating Redundancy in Clinical Text

    Searle, T., Ibrahim, Z., Teo, J. & Dobson, R. JB., 25 May 2021.

    Research output: Working paper/PreprintPreprint

  18. Depression, anxiety and stress among international postgraduate students in a UK university: A cross-sectional study

    Ejim, O. C., Livanou, M., Khan, H., Lindenmeyer, A., Uwom, C. & Manaseki-Holland, S., 19 Mar 2021, In: researchsquash.com.

    Research output: Contribution to journalArticle

  19. Erasmus and the Turing Scheme: A metaphor for Brexit?

    Cardwell, P. J., 1 Jan 2021, In: The Parliament Magazine. 528, p. 38-39 2 p.

    Research output: Contribution to journalArticlepeer-review

  20. Estimating alpha -Rank from A Few Entries with Low Rank Matrix Completion

    Du, Y., Yan, X., Chen, X., Wang, J. & Zhang, H., 2021, International Conference on Machine Learning (ICML). p. 2870-2879 10 p.

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

  21. Learning Correlated Communication Topology in Multi-Agent Reinforcement learning

    Du, Y., Liu, B., Moens, V., Liu, Z., Ren, Z., Wang, J., Chen, X. & Zhang, H., 2021, International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS). p. 456-464 9 p.

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

  22. Learning in Nonzero-Sum Stochastic Games with Potentials

    Mguni, D., Wu, Y., Du, Y., Yang, Y., Wang, Z., Li, M., Wen, Y., Jennings, J. & Wang, J., 2021, International Conference on Machine Learning (ICML). p. 7688–-7699

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

  23. Mapping T cell activation and differentiation at single cell resolution in naive hosts infected with Plasmodium vivax

    Bach, F., Munoz Sandoval, D., Mazurczyk, M., Themistocleous, Y., Rawlinson, T. A., Kemp, A., Silk, S. E., Barrett, J. R., Edwards, N. J., Ivens, A., Rayner, J. C., Minassian, A. M., Napolitani, G., Draper, S. J., Spence, P. J. & Spence, P. J., 2021.

    Research output: Working paper/PreprintPreprint

  24. Reinforcement Learning With Multiple Relational Attention for Solving Vehicle Routing Problems

    Xu, Y., Fang, M., Chen, L., Xu, G., Du, Y. & Zhang, C., 2021, In: IEEE Transactions on Cybernetics.

    Research output: Contribution to journalArticlepeer-review

  25. Reinforcement Recommendation with User Multi-aspect Preference

    Chen, X., Du, Y., Xia, L. & Wang, J., 2021, p. 425-435. 11 p.

    Research output: Contribution to conference typesPaperpeer-review

  26. 2020
  27. Categorical anomaly detection in heterogeneous data using minimum description length clustering

    Cheney, J., Gombau, X., Berrada, G. & Benabderrahmane, S., 14 Jun 2020.

    Research output: Working paper/PreprintPreprint

  28. Discrete spacetime symmetries and particle mixing in non-Hermitian scalar quantum field theories

    Alexandre, J., Ellis, J. & Millington, P., 11 Jun 2020, In: Phys. Rev. D.

    Research output: Contribution to journalArticlepeer-review

  29. Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge

    Schirmer, M. D., Venkataraman, A., Rekik, I., Kim, M., Mostofsky, S., Nebel, M. B., Rosch, K., Seymour, K., Crocetti, D., Irzan, H., Hütel, M., Ourselin, S., Marlow, N., Melbourne, A., Levchenko, E., Zhou, S., Kunda, M., Lu, H., Dvornek, N. C., Zhuang, J., & 5 othersPinto, G., Samal, S., Bernal-Rusiel, J. L., Pienaar, R. & Chung, A. W., 5 Jun 2020, In: arXiv.

    Research output: Contribution to journalArticlepeer-review

  30. Machine Learning Testing: Survey, Landscapes and Horizons

    Zhang, J. M., Harman, M., Ma, L. & Liu, Y., 17 Feb 2020.

    Research output: Working paper/PreprintPreprint

  31. Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games.

    Xu, Y., Fang, M., Chen, L., Du, Y., Zhou, J. T. & Zhang., C., 2020, Advances in Neural Information Processing Systems (NeurIPS).

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

  32. Novel electronic adherence monitoring devices in children with asthma: A mixed-methods study

    Makhecha, S., Chan, A., Pearce, C., Jamalzadeh, A. & Fleming, L. J., 2020, In: BMJ Open Respiratory Research. 7, 1

    Research output: Contribution to journalArticlepeer-review

  33. “Etwas fehlt”: Marksowskie utopie w myśli Blocha i Adorna

    Truskolaski, S., 2020, In: Praktyka Teoretyczna. 35, 1, p. 167-185 19 p.

    Research output: Contribution to journalArticlepeer-review

  34. 2019
  35. Automatic Testing and Improvement of Machine Translation

    Sun, Z., Zhang, J. M., Harman, M., Papadakis, M. & Zhang, L., 7 Oct 2019.

    Research output: Working paper/PreprintPreprint

  36. dAUTOMAP: decomposing AUTOMAP to achieve scalability and enhance performance

    Schlemper, J., Oksuz, I., Clough, J. R., Duan, J., King, A. P., Schnabel, J. A., Hajnal, J. V. & Rueckert, D., 24 Sep 2019, In: conference abstracts of ISMRM.

    Research output: Contribution to journalArticlepeer-review

  37. The impact of smoking and smoking cessation on disease outcomes in ulcerative colitis: a nationwide population-based study

    Blackwell, J., Saxena, S., Alexakis, C., Bottle, A., Cecil, E., Majeed, A. & Pollok, R. C., 1 Sep 2019, In: Alimentary Pharmacology & Therapeutics. 50, 5, p. 556—567

    Research output: Contribution to journalArticlepeer-review

  38. The relationship between usage and citations in an open access mega-journal

    McGillivray, B. & Astell, M., 1 Sep 2019, In: Scientometrics. 121, 2, p. 817-838 22 p.

    Research output: Contribution to journalArticlepeer-review

  39. What is the relationship between mortality alerts and other indicators of quality of care? A national cross-sectional study

    Cecil, E., Bottle, A., Esmail, A., Vincent, C. & Aylin, P., 1 Sep 2019, In: Journal of Health Services Research Policy. 25, 1, p. 13-21 9 p.

    Research output: Contribution to journalArticlepeer-review

  40. Preschool respiratory hospital admissions following infant bronchiolitis: a birth cohort study

    Skirrow, H., Wincott, T., Cecil, E., Bottle, A., Costelloe, C. & Saxena, S., 1 Jul 2019, In: Archives of Disease in Childhood. 104, 7, p. 658—663

    Research output: Contribution to journalArticlepeer-review

  41. Can goal-setting for patients with multimorbidity improve outcomes in primary care? Cluster randomised feasibility trial.

    JA, F., E, L., C, S., D, T., A, S., AB, C., J, M., C, G., S, J., I, K., A, L., A, M., T, W., S, W. & N, S., 1 Jun 2019, In: BMJ open.

    Research output: Contribution to journalArticlepeer-review

  42. The Cyprus Stalemate: Opportunities for Peace and Lessons from Turkish-Bulgarian Ethnic Relations

    Loizides, N. G. & Kutlay, M., 1 Jun 2019, Greece and Turkey in Conflict and Cooperation. Heraclides, A. & Cakmak, G. (eds.). Routledge, p. 145-157 13 p. (Routledge Advances in European Politics).

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

  43. Structured and uncertainty-aware data storytelling

    Zhao, Y., Blount, T., Koesten, L. & Simperl, E., 1 May 2019, CHI ?19 Workshop on HCI for Accurate, Impartial and Transparent Journalism: Challenges and Solutions (05/05/19 - 05/05/19).

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

  44. Collaborative practices with structured data: do tools support what users need?

    Koesten, L., Tennison, J., Kacprzak, E. & Simperl, E., May 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. ACM, p. 1-14 14 p.

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

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