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Centre for Healthcare Modelling and Informatics

Organisational unit: Research Centre

  1. 2018
  2. Early online

    Biased random forest for dealing with the class imbalance problem

    Dr Mohamed Bader-El-Den, Teitei, E. & Perry, T., 30 Nov 2018, In : IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Contribution to journalArticle

  3. Published

    Automatic diameter and orientation distribution determination of fibrous materials in micro x-ray CT imaging data

    Dr John Chiverton, Dr Alex Kao, Dr Marta Roldo & Dr Gianluca Tozzi, 26 Nov 2018, In : Journal of Microscopy. 272, 3, p. 180-195 16 p.

    Research output: Contribution to journalArticle

  4. Published

    A hybrid spatio-temporal model for detection and severity rating of Parkinson’s Disease from gait data

    Zhao, A., Qi, L., Li, J., Dong, J. & Professor Hui Yu, 13 Nov 2018, In : Neurocomputing. 315, p. 1-8 8 p.

    Research output: Contribution to journalArticle

  5. Published

    Analysis of the syntactical structure of web queries

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Dr Mihaela Cocea, 12 Nov 2018, 2018 International Conference on Machine Learning and Cybernetics (ICMLC). IEEE, 6 p. 18232925

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

  6. Published

    Improving imbalanced question classification using structured smote based approach

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den, Dr Mihaela Cocea & Liu, H., 12 Nov 2018, Proceedings of the 2018 International Conference on Machine Learning and Cybernetics (ICMLC). IEEE, Vol. 2. p. 593-597 6 p. (International Conference on Machine Learning and Cybernetics (ICMLC)).

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

  7. Published

    Question categorization and classification using grammar based approach

    Dr Alaa Mohasseb, Dr Mohamed Bader-El-Den & Dr Mihaela Cocea, 1 Nov 2018, In : Information Processing and Management. 54, 6, p. 1228-1243 16 p.

    Research output: Contribution to journalArticle

  8. Published

    Saliency detection based on directional patches extraction and principal local color contrast

    Jian, M., Zhang, W., Professor Hui Yu, Cui, C., Nie, X., Zhang, H. & Yin, Y., 1 Nov 2018, In : Journal of Visual Communication and Image Representation. 57, p. 1-11 11 p.

    Research output: Contribution to journalArticle

  9. Published

    Segmentation of lung nodule in CT images based on mask R-CNN

    Liu, M., Dong, J., Dong, X., Professor Hui Yu & Qi, L., 1 Nov 2018, 2018 9th International Conference on Awareness Science and Technology, iCAST 2018. IEEE, p. 95-100 6 p. 8517248

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

  10. Early online

    Physics inspired methods for crowd video surveillance and analysis: a survey

    Zhang, X., Yu, Q. & Professor Hui Yu, 31 Oct 2018, In : IEEE Access.

    Research output: Contribution to journalArticle

  11. Published

    SDM-based means of gradient for eye center localization

    Yifan Xia, Jianwen Lou, Dong, J., Li, G. & Professor Hui Yu, 29 Oct 2018, 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress (DASC/PiCom/DataCom/CyberSciTech). IEEE, p. 862-867 6 p.

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

  12. Published

    Team competencies and educational threshold concepts for clinical information modelling

    Dr Philip Scott & Heitmann, K., 16 Oct 2018, Decision Support Systems and Education. Mantas, J., Sonicki, Z., Crişan-Vida, M., Fišter, K., Hägglund, M., Kolokathi, A. & Hercigonja-Szekeres, M. (eds.). IOS Press, p. 252-256 5 p. (Studies in Health Technology and Informatics; vol. 255).

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

  13. Early online

    A comparison of the ability of the National Early Warning Score and the National Early Warning Score 2 to identify patients at risk of in-hospital mortality: a multi-centre database study

    Pimentel, M. A. F., Redfern, O. C., Gerry, S., Collins, G. S., Malycha, J., Professor David Prytherch, Schmidt, P. E., Smith, G. B. & Watkinson, P. J., 1 Oct 2018, In : Resuscitation.

    Research output: Contribution to journalArticle

  14. Published

    Interoperability in health and social care: organizational issues are the biggest challenge

    Oyeyemi, A. O. & Dr Philip Scott, 1 Oct 2018, In : Journal of Innovation in Health Informatics. 25, 3, p. 196-198 3 p.

    Research output: Contribution to journalArticle

  15. Published

    National Early Warning Score accurately discriminates the risk of serious adverse events in patients with liver disease

    Hydes, T. J., Meredith, P., Schmidt, P. E., Smith, G. B., Professor David Prytherch & Aspinall, R. J., Oct 2018, In : Clinical Gastroenterology and Hepatology. 16, 10, p. 1657-1666

    Research output: Contribution to journalArticle

  16. Early online

    Predicting in-hospital mortality and unanticipated admissions to the intensive care unit using routinely collected blood tests and vital signs: development and validation of a multivariable model

    Redfern, O., Pimentel, M. A. F., Professor David Prytherch, Meredith, P., Clifton, D. A., Tarassenko, L., Smith, G. B. & Watkinson, P. J., 22 Sep 2018, In : Resuscitation.

    Research output: Contribution to journalArticle

  17. Published

    Practical action recognition with manifold regularized sparse representation

    Zhang, L., Dr Rinat Khusainov & Dr John Chiverton, 6 Sep 2018, The British Machine Vision Conference. British Machine Vision Association, 11 p.

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

  18. Published

    Tactile sensing and feedback in SEMG hand

    Zhang, L., Zheng, Z., Li, G., Sun, Y., Jiang, G., Kong, J., Tao, B., Xu, S., Professor Hui Yu & Professor Honghai Liu, 5 Sep 2018, In : International Journal of Computing Science and Mathematics. 9, 4, p. 365-376 12 p.

    Research output: Contribution to journalArticle

  19. Published

    Mining unit feedback to explore students’ learning experiences

    Zainab Mutlaq Ibrahim, Dr Mohamed Bader-El-Den & Dr Mihaela Cocea, Sep 2018, Advances in Computational Intelligence Systems: Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK. Lotfi, A., Bouchachia, H., Gegov, A., Langensiepen, C. & McGinnity, M. (eds.). Springer, p. 339-350 (Advances in Intelligent Systems and Computing; vol. 840).

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

  20. Early online

    Learning-based texture synthesis and automatic inpainting using support vector machines

    Dong, X., Dong, J., Sun, G., Duan, Y., Qi, L. & Professor Hui Yu, 24 Aug 2018, In : IEEE Transactions on Industrial Electronics.

    Research output: Contribution to journalArticle

  21. Early online

    A comparison of the quick Sequential (Sepsis-Related) Organ Failure Assessment Score and the National Early Warning Score in non-ICU patients with/without infection

    Redfern, O. C., Smith, G. B., Professor David Prytherch, Meredith, P., Inada-Kim, M. & Schmidt, P. E., 20 Aug 2018, In : Critical Care Medicine.

    Research output: Contribution to journalArticle

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