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Gadalla, Amal A. M., Friberg, Ida M., Kift-Morgan, Ann, Zhang, Jingjing, Eberl, Matthias, Topley, Nicholas, Weeks, Ian, Cuff, Simone, Wootton, Mandy, Gal, Micaela, Parekh, Gita, Davis, Paul, Gregory, Clive, Hood, Kerenza, Hughes, Kathryn, Butler, Christopher and Francis, Nick
2019.
Identification of clinical and urine biomarkers for uncomplicated urinary tract infection using machine learning algorithms.
Scientific Reports
9
(1)
, 19694.
10.1038/s41598-019-55523-x
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Zhang, Jingjing, Friberg, Ida M., Kift-Morgan, Ann, Parekh, Gita, Morgan, Matt P., Liuzzi, Anna Rita, Lin, Chan-Yu, Donovan, Kieron L., Colmont, Chantal S., Morgan, Peter H., Davis, Paul, Weeks, Ian, Fraser, Donald J., Topley, Nicholas and Eberl, Matthias
2017.
Machine-learning algorithms define pathogen-specific local immune fingerprints in peritoneal dialysis patients with bacterial infections.
Kidney International
92
(1)
, pp. 179-191.
10.1016/j.kint.2017.01.017
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Liuzzi, Anna Rita, Kift-Morgan, Ann, Lopez-Anton, Melisa, Friberg, Ida M., Zhang, Jingjing, Brook, Amy C., Roberts, Gareth W., Donovan, Kieron L., Colmont, Chantal S., Toleman, Mark A., Bowen, Timothy, Johnson, David W., Topley, Nicholas, Moser, Bernhard, Fraser, Donald J. and Eberl, Matthias
2016.
Unconventional human T cells accumulate at the site of infection in response to microbial ligands and induce local tissue remodeling.
Journal of Immunology
197
(6)
, pp. 2195-2207.
10.4049/jimmunol.1600990
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Zhao, Wanqing, Zhang, Jingjing and Li, Kang
2015.
An efficient LS-SVM based method for fuzzy system construction.
IEEE Transactions on Fuzzy Systems
23
(3)
, pp. 627-643.
10.1109/TFUZZ.2014.2321594
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Zhang, Jingjing, Zhang, J.G., Coats, M., Li, W., Carey, F.A. and McKenna, S.J. 2015. Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 5 (5) , pp. 318-328. 10.1080/21681163.2015.1035404 |
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Zhang, Jingjing, McKenna, Stephen, Zhang, Jianguo, Coats, Maria and Carey, Francis A. 2014. Analysing the surface morphology of colorectal polyps: differential geometry and pit pattern prediction. Presented at: 18th Annual Conference in Medical Image Understanding and Analysis, London, United Kingdom, |
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Zhang, Jingjing, Li, Kang, Zhao, Wanqing, Fei, Minrui and Wang, Yigang 2014. A systematic fire detection approach based on sparse least-squares SVMs. Presented at: International Conference on Intelligent Computing for Sustainable Energy and Environment and International Conference on Life System Modeling and Simulation, Shanghai, China, 20 -23 September 2014. Published in: Fei, M., Peng, C., Su, Z., Song, Y. and Han, Q. eds. Computational Intelligence, Networked Systems and Their Applications. Communications in Computer and Information Science , vol. 462. Berlin: Springer, pp. 351-362. 10.1007/978-3-662-45261-5_37 |
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Zhang, Jingjing and Li, Kang 2012. Heuristic based model selection for a new least-squares SVM solution. Presented at: 26th European Simulation and Modelling Conference-ESM'2012, Essen, Germany, 22-24 October 2012. |
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Zhang, Jingjing, Li, Kang, Irwin, George W. and Zhao, Wanqing 2012. A regression approach to LS-SVM and sparse realization based on fast subset selection. Presented at: 10th World Congress on Intelligent Control and Automation (WCICA), Beijing, China, 6-8 July 2012. Published in: Cheng, Dai-Zhan ed. Proceedings of the 10th World Congress on Intelligent Control and Automation July 6-8, 2012, Beijing, China. Piscataway, NJ: Institute of Electrical and Electronics Engineers, pp. 612-617. 10.1109/WCICA.2012.6357952 |
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Zhang, Jingjing, Niu, Qun, Li, Kang and Irwin, George W. 2011. Model selection in SVMs using differential evolution. IFAC Proceedings Volumes 44 (1) , pp. 14717-14722. 10.3182/20110828-6-IT-1002.00584 |
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