Prof Christopher Yau

Professor of Artificial Intelligence

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Publications

  1. 2021
  2. Published

    Promises and challenges of adoptive T-cell therapies for solid tumours

    Morotti, M., Albukhari, A., Alsaadi, A., Artibani, M., Brenton, J. D., Curbishley, S. M., Dong, T., Dustin, M. L., Hu, Z., Mcgranahan, N., Miller, M. L., Santana-gonzalez, L., Seymour, L. W., Shi, T., Van Loo, P., Yau, C., White, H., Wietek, N., Church, D. N., Wedge, D. C. & 1 others, Ahmed, A. A., 29 Mar 2021, In: British Journal of Cancer.

    Research output: Contribution to journalArticlepeer-review

  3. 2020
  4. Published

    A highly accurate platform for clone-specific mutation discovery enables the study of active mutational processes

    KaramiNejadRanjbar, M., Sharifzadeh, S., Wietek, N. C., Artibani, M., El-Sahhar, S., Sauka-Spengler, T., Yau, C., Tresp, V. & Ahmed, A. A., 7 Apr 2020, In: eLife. 9, p. e55207

    Research output: Contribution to journalArticlepeer-review

  5. Published

    The Repertoire of Serous Ovarian Cancer Non-genetic Heterogeneity Revealed by Single-Cell Sequencing of Normal Fallopian Tube Epithelial Cells

    Hu, Z., Artibani, M., Alsaadi, A., Wietek, N., Morotti, M., Shi, T., Zhong, Z., Santana Gonzalez, L., El-Sahhar, S., KaramiNejadRanjbar, M., Mallett, G., Feng, Y., Masuda, K., Zheng, Y., Chong, K., Damato, S., Dhar, S., Campo, L., Garruto Campanile, R., Soleymani majd, H. & 7 others, Rai, V., Maldonado-Perez, D., Jones, S., Cerundolo, V., Sauka-Spengler, T., Yau, C. & Ahmed, A. A., 2020, In: Cancer Cell. 37, 2, p. 226-242.e7

    Research output: Contribution to journalArticlepeer-review

  6. 2019
  7. Published

    Patient-specific cancer genes contribute to recurrently perturbed pathways and establish therapeutic vulnerabilities in esophageal adenocarcinoma

    The Oesophageal Cancer Clinical and Molecular Stratification (OCCAMS) Consortium, Dec 2019, In: Nature Communications. 10, 1, 3101.

    Research output: Contribution to journalArticlepeer-review

  8. Published

    Reporting guidelines for clinical trials evaluating artificial intelligence interventions are needed

    The CONSORT-AI and SPIRIT-AI Steering Group, 1 Oct 2019, In: Nature Medicine. 25, 10, p. 1467-1468 2 p.

    Research output: Contribution to journalComment/debatepeer-review

  9. Published

    Immunophenotypes of pancreatic ductal adenocarcinoma: Meta-analysis of transcriptional subtypes

    de Santiago, I., Yau, C., Heij, L., Middleton, M. R., Markowetz, F., Grabsch, H. I., Dustin, M. L. & Sivakumar, S., 15 Aug 2019, In: International Journal of Cancer. 145, 4, p. 1125-1137 13 p.

    Research output: Contribution to journalArticlepeer-review

  10. Published

    Bayesian statistical learning for big data biology

    Yau, C. & Campbell, K., 7 Feb 2019, In: Biophysical Reviews. p. 95-102 7 p.

    Research output: Contribution to journalArticlepeer-review

  11. Published

    Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models

    Märtens, K., Campbell, K. & Yau, C., 2019, International Conference on Machine Learning. p. 4372-4381 10 p.

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

  12. Published

    MixDir: Scalable bayesian clustering for high-dimensional categorical data

    Ahlmann-Eltze, C. & Yau, C., 2019, Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018. Eliassi-Rad, T., Wang, W., Cattuto, C., Provost, F., Ghani, R. & Bonchi, F. (eds.). IEEE, p. 526-539 14 p. 8631438. (Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018).

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

  13. 2018
  14. Published

    Probabilistic boolean tensor decomposition

    Rukat, T., Holmes, C. C. & Yau, C., 10 Jul 2018, Proceedings of the International Conference on Machine Learning. Vol. 90.

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

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