明星八卦

About Medical Informatics

Medical Informatics concerns the intersection of computer science, statistics and healthcare by using a wide array of tools including optimisation methods, statistical information processing, data science and artificial intelligence. Research aims to tackle the multitude of problems associated within the field of medicine ranging from diagnosis and prediction of disease progression from clinical and omics data, to the identification of sub-categories of disease to develop more personalised interventions and care plans.

Research Papers

• Alyousef, AA., Nihtyanova, S., Denton, C., Bosoni, P., Bellazzi, R. and Tucker, A. (2018) ''. Journal of Healthcare Informatics Research, 2 (4). pp. 402 - 422. ISSN: 2509-4971
• Yousefi, L., Saachi, L., Bellazzi, R., Chiovato, L. and Tucker, A. (2017) ''.2017 IEEE 30th International Symposium on Computer-Based Medical Systems. Thessaloniki, Greece. 13 - 24 June. IEEE. pp. 205 - 206. ISSN: 1063-7125
• Ferdous, MM., Bao, Y., Vinciotti, V., Liu, X. and Wilson, P. (2017) ''. Neurocomputing, 275. pp. 1490 - 1499. ISSN: 0925-2312
• Karteris, E. (2017) ''. Carcinogenesis, 39 (3). pp. 407 - 417. ISSN: 1460-2180
• Jilani, MZMB., Tucker, A. and Swift, S. (2016) ''.The 29th International Symposium on Computer-Based Medical Systems. Dublin and Belfast. 16 - 23 June. IEEE. pp. 213 - 218. ISSN: 1063-7125
• Bosoni, P., Tucker, A., Bellazzi, R., Nihtyanova, S. and Denton, C. (2016) ''.IEEE 29th International Symposium on Computer Based Medical Systems. Belfast. 1 - 24 June. IEEE. pp. 225 - 226. ISSN: 1063-7125
• Zawbaa, HM., Szlȩk, J., Grosan, C., Jachowicz, R. and Mendyk, A. (2016) ''. PLoS ONE, 11 (6). pp. e0157610 - e0157610. ISSN: 1932-6203
• Bo, V. and Tucker, A. (2015) '.'. United States. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. pp. 21 - 25. ISSN: 2153-4063
• Kaba, D., Wang, Y., Wang, C., Liu, X., Zhu, H., Salazar-Gonzalez, AG. and et al. (2015) ''. OPTICS EXPRESS, 23 (6). pp. 7366 - 7384. ISSN: 1094-4087
• Ceccon, S., Garway-Heath, D., Crabb, D. and Tucker, A. (2014) ''. IEEE Transactions on Biomedical and Health Informatics, Forthcoming (3). pp. 1008 - 1014. ISSN: 2168-2194
• Li, Y. and Tucker, A. (2014) ''.2014 IEEE 27th International Symposium on Computer-Based Medical Systems (CBMS). Institute of Electrical and Electronics Engineers Inc.. pp. 465 - 466. ISSN: 1063-7125
• Bo, V., Curtis, T., Lysenko, A., Saqi, M., Swift, S. and Tucker, A. (2014) ''. PLoS One, 9 (9). pp. e106524 - e106524. ISSN: 1932-6203
• Salazar-Gonzalez, A., Kaba, D., Li, Y. and Liu, X. (2014) ''. IEEE Journal of Biomedical and Health Informatics, 18 (6). pp. 1874 - 1886. ISSN: 2168-2194
• Sacchi, L., Tucker, A., Counsell, S., Garway-Heath, D. and Swift, S. (2014) ''. Artificial Intelligence in Medicine, 60 (2). pp. 103 - 112. ISSN: 0933-3657
• Pavlidis, S., Swift, S., Tucker, A. and Counsell, S. (2013) ''.12th International Symposium on Intelligent Data Analysis (IDA). Royal Stat Soc, London, ENGLAND. 11 - 19 October. Springer Berlin Heidelberg. pp. 322 - 332. ISSN: 0302-9743
• Li, Y., Swift, S. and Tucker, A. (2013) ''. Journal of Biomedical Informatics, 46 (2). pp. 266 - 274. ISSN: 1532-0464
• Wang, Z., Wu, H., Liang, J., Cao, J. and Liu, X. (2013) ''. IEEE Transactions on Nanobioscience, 12 (1). pp. 13 - 20. ISSN: 1536-1241
• Wang, Z., Zineddin, B., Liang, J., Zeng, N., Li, Y., Du, M., et al. (2013) ''. Comput Methods Programs Biomed, 111 (1). pp. 189 - 198. ISSN: 0169-2607
• Wang, Z., Eatock, J., McClean, S., Liu, D., Liu, X. and Young, T. (2013) ''. ACM Transactions on Management Information Systems, 4 (4). pp. 1 - 16. ISSN: 2158-656X
• Tang, Y., Wang, Z., Gao, H., Swift, S. and Kurths, J. (2012) ''. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9 (6). pp. 1569 - 1581. ISSN: 1545-5963
• Paterson, A., Ashtari, M., Ribe, D., Stenbeck, G. and Tucker, A. (2012) ''. Methods of Information in Medicine, 51 (4). pp. 332 - 340. ISSN: 0026-1270
• Pavlidis, S., Swift, S. and Payne, A. (2012) ''. Methods of Information in Medicine, 51 (4). pp. 323 - 331. ISSN: 0026-1270
• Wei, CH., Chen, SY. and Liu, X. (2012) ''. Computer Methods and Programs in Biomedicine, 106 (3). pp. 234 - 248. ISSN: 0169-2607
• Zeng, N., Wang, Z., Li, Y., Du, M. and Liu, X. (2012) ''. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9 (2). pp. 321 - 329. ISSN: 1545-5963
• Ceccon, S., Garway-Heath, D., Crabb, D. and Tucker, A. (2011) '', in Okun, O., Valentini, G. and Re, M. (eds.) Ensembles in Machine Learning Applications. Berlin/Heidelberg : Springer-Verlag. , 373. pp. 133 - 150. ISBN 10: 3642229093. ISBN 13: 978-3642229091.
• Anvar, SY., Tucker, A., Vinciotti, V., Venema, A., van Ommen, GB., van der Maarel, SM., et al. (2011) ''. PLoS Computational Biology, 7 (11). pp. e1002258 - e1002258. ISSN: 1553-734X
• Pavlidis, SP., Payne, AM. and Swift, SM. (2011) ''. Algorithms for Molecular Biology, 6 (1). pp. 22. ISSN: 1748-7188
• Salazar-Gonzalez, AG., Li, Y. and Liu, X. (2011) ''.2011 IEEE SSCI Third International Workshop on Computational Intelligence in Medical Imaging (CIMI 2011). IEEE. pp. 1 - 8.
• Li, Y. and Tucker, A. (2010) ''.3rd International Conference on BioMedical Engineering and Informatics (BMEI 2010). Yantai, China. 16 - 18 October. IEEE. pp. 2356 - 2362.
• Tucker, A. and Garway-Heath, D. (2010) '.'. IEEE Trans Inf Technol Biomed, 14 (1). pp. 79 - 85. ISSN: 1558-0032
• Anvar, SY., 't Hoen, PA. and Tucker, A. (2010) ''. BMC Bioinformatics, 11 (1). pp. 32 - 32. ISSN: 1471-2105
• Sheng, WG., Tucker, A. and Liu, XH. (2010) ''. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 14 (1). pp. 9 - 19. ISSN: 1432-7643
• Ismail, W., Swift, S. and Hassan, R. (2010) ''. Lecture Notes in Computer Science, 6065. pp. 54 - 66. ISSN: 0302-9743
• Peek, N., Combi, C. and Tucker, A. (2009) 'Biomedical data mining (Editorial)'. Methods of Information in Medicine, 48 (3). pp. 225 - 228. ISSN: 0026-1270
• Steele, E. and Tucker, A. (2009) ''.8th International Symposium on Intelligent Data Analysis. Lyon, FRANCE. Springer-Verlag. pp. 190 - 201. ISSN: 0302-9743
• Steele, E., Tucker, A., 't Hoen, PAC. and Schuemie, MJ. (2009) ''. Bioinformatics, 25 (14). pp. 1768 - 1774. ISSN: 1367-4803
• OLTEAN, M., GROŞAN, C., DIOŞAN, L. and MIHĂILĂ, C. (2009) ''. International Journal on Artificial Intelligence Tools, 18 (02). pp. 197 - 238. ISSN: 0218-2130
• Hassanien, AE., Abraham, A. and Grosan, C. (2009) ''. Soft Computing: A Fusion of Foundations, Methodologies and Applications, 13 (4). pp. 401 - 416. ISSN: 1432-7643
• Wang, Z., Liu, X., Liu, Y., Liang, J. and Vinciotti, V. (2009) ''. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 6 (3). pp. 410 - 419. ISSN: 1557-9964
• Steele, E. and Tucker, A. (2008) ''. Journal of Biomedical Informatics, 41 (6). pp. 914 - 926. ISSN: 1532-0464
• Grosan, C., Abraham, A. and Tigan, S. (2008) ''. Applied Soft Computing, 8 (4). pp. 1407 - 1417. ISSN: 1568-4946
• Wang, Z., Yang, F., Ho, DWC., Swift, S., Tucker, A. and Liu, X. (2008) ''. IEEE Transactions on Nanobioscience, 7 (1). pp. 44 - 55. ISSN: 1536-1241
• Abraham, A., Grosan, C. and Tigan, S. (2008) '', in Iwata, S., Ohsawa, Y., Tsumoto, S., Zhong, N., Shi, Y. and Magnani, L. (eds.) Studies in Computational Intelligence. Springer Berlin Heidelberg. , 123. pp. 221 - 231. ISBN 13: 9783540787327.
• Fraser, K., Wang, Z., Li, Y., Kellam, P. and Liu, X. (2008) ''. Pattern Recognition Letters, 29 (16). pp. 2129 - 2136. ISSN: 0167-8655
• Wang, Z., Lam, J., Wei, G., Fraser, K. and Liu, X. (2008) ''. IEEE Transactions on Automatic Control, 53 (10). pp. 2448 - 2457. ISSN: 0018-9286
• Zhang, L., Kuljis, J. and Liu, X. (2008) ''. IEEE Transactions on Systems, Man and Cybernetics, Part C, 38 (1). pp. 42 - 54. ISSN: 1552-3098
• Wang, Z., Gao, H., Cao, J. and Liu, X. (2008) ''. IEEE Transactions on Nanobioscience, 7 (2). pp. 154 - 163. ISSN: 1536-1241
• Swift, S., Tucker, A. and Crampton, J. (2007) ''.The Genetic and Evolutionary Computation Conference (GECCO 2007). London, ENGLAND. ACM Press. pp. 2174 - 2181.
• Peeling, E., Tucker, A. and 't Hoen, PAC. (2007) 'Discovery of local regulatory structure from microarray gene expression data using Bayesian networks'.Intelligent Data Analysis in Medicine and Pharmacology. [unpublished]
• Hirsch, M., Swift, S. and Liu, X. (2007) ''. Journal of Computational Biology, 14 (10). pp. 1327 - 1341. ISSN: 1066-5277
• Panteris, E., Swift, S., Payne, A. and Liu, X. (2007) ''. Journal of Biomedical Informatics, 40 (6). pp. 698 - 706. ISSN: 1532-0464
• Swift, S., Tucker, A. and Hirsch, M. (2007) 'Improving the performance of consensus clustering through seeding: an application to visual field data'.The Intelligent Data Analysis in Biomedicine and Pharmacology Workshop (IDAMAP2007). [unpublished]
• Swift, S., Tucker, A. and Crampton, J. (2007) ''.The Genetic and Evolutionary Computation Conference (GECCO 2007). London, ENGLAND. ACM Press. pp. 2174 - 2181.
• Abraham, A., Grosan, C. and Ţigan, S. (2007) ''. Neural Computing and Applications, 16 (3). pp. 307 - 316. ISSN: 0941-0643
• Grosan, C., Abraham, A. and Ţigan, S. (2007) ''.2006 Eighth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing. W Univ Timisoara, Timisoara, ROMANIA. 1 - 29 September. IEEE. pp. 365 - 371.
• Yu, KM., Vinciotti, V., Liu, XH. and 't Hoen, PAC. (2007) ''.3rd International Symposium on Computational Life Science. Utrecht, NETHERLANDS. AIP. pp. 60 - 70. ISSN: 0094-243X
• Wei, G., Wang, Z., Shu, H., Fraser, K. and Liu, X. (2007) ''. International Journal of Computer Mathematics, 84 (5). pp. 619 - 633. ISSN: 0020-7160
• Hirsch, M., Tucker, A., Swift, S., Martin, N., Orengo, C., Kellam, P. and et al. (2006) ''.The Second International Symposium on Computational Life Science (COMPLIFE'06). Cambridge, UK. 27 - 29 September. Springer. pp. 1 - 10. ISSN: 0302-9743
• Tucker, A., 't Hoen, PAC., Vinciotti, V. and Liu, X. (2006) ''.6th International Symposium on Intelligent Data Analysis. Madrid, SPAIN. 29 - 10 September. IOS Press. pp. 441 - 455. ISSN: 1088-467X
• Hirsch, M., Tucker, A., Swift, S., Martin, N., Orengo, C., Kellam, P. and et al. (2006) ''.The Second International Symposium on Computational Life Science (COMPLIFE'06). Cambridge, UK. 27 - 29 September. Springer. pp. 1 - 10. ISSN: 0302-9743
• Strouthidis, NG., Vinciotti, V., Tucker, AJ., Gardiner, SK., Crabb, DP. and Garway-Heath, DF. (2006) ''. Investigative Opthalmology and Visual Science, 47 (12). pp. 5356 - 5362. ISSN: 0146-0404
• Tucker, A., 't Hoen, PAC., Vinciotti, V. and Liu, X. (2006) ''.6th International Symposium on Intelligent Data Analysis. Madrid, SPAIN. 29 - 10 September. IOS Press. pp. 441 - 455. ISSN: 1088-467X
• Hirsch, M., Tucker, A., Swift, S., Martin, N., Orengo, C., Kellam, P. and et al. (2006) ''.The Second International Symposium on Computational Life Science (COMPLIFE'06). Cambridge, UK. 27 - 29 September. Springer. pp. 1 - 10. ISSN: 0302-9743
• Vinciotti, V., Liu, X., Turk, R., de Meijer, EJ. and 't Hoen, PAC. (2006) ''. BMC Bioinformatics, 7 (1). pp. 183 - 183. ISSN: 1471-2105
• Vinciotti, V., Tucker, A., Kellam, P. and Liu, X. (2006) ''. Applied Bioinformatics, 5 (1). pp. 1 - 11. ISSN: 1175-5636
• Tucker, A., Vinciotti, V., Liu, X. and Garway-Heath, D. (2005) ''. Artificial Intelligence in Medicine, 34 (2). pp. 163 - 177. ISSN: 0933-3657
• Tucker, A., Crampton, J. and Swift, S. (2005) ''. Evolutionary Computation, 13 (4). pp. 477 - 499. ISSN: 1063-6560
• Panteris, E., Swift, S., Payne, A. and Liu, X. (2005) ''.1st International Symposium on Computational Life Science (COMPLIFE'05. Konstanz, GERMANY. Springer Berlin Heidelberg. pp. 12 - 23. ISSN: 0302-9743
• Zhang, LS., Sheng, WG. and Liu, XH. (2005) ''.Conference on Visualization and Data Analysis 2005. San Jose, CA. 17 - 18 January. SPIE. pp. 316 - 326. ISSN: 0277-786X
• Tucker, A., Vinciotti, V., Liu, X. and Garway-Heath, D. (2004) 'Bayesian networks to classify visual field data'.The Association for Research in Vision and Ophthalmology Annual Conference (ARVO 2004). Ft Lauderdale, FL. ASSOC RESEARCH VISION OPHTHALMOLOGY INC. pp. U782 - U782. ISSN: 0146-0404
• Vinciotti, V., Tucker, A., Liu, X., Panteris, E. and Kellam, P. (2004) 'Identifying genes with high confidence from small samples'. Workshop on Data Mining in Functional Genomics and Proteomics: Current Trends and Future Directions at the European Conference in Artificial Intelligence (ECAI 2004). [unpublished]
• Swift, S., Tucker, A. and Liu, X. (2004) 'An analysis of scalable methods for clustering high-dimensional gene expression data'. Annals of Mathematics, Computing and Teleinformatics, 1 (2). pp. 80 - 89.
• Swift, S., Tucker, A., Vinciotti, V., Martin, N., Orengo, C., Liu, X. and et al. (2004) ''. Genome Biology, 5 (11). pp. R94 - R94. ISSN: 1465-6914
• Tucker, A., Garway-Heath, D. and Liu, X. (2003) 'Bayesian classification and forecasting of visual field deterioration'.The Ninth Workshop on Intelligent Data Analysis in Medicine and Pharmacology and Knowledge-Based Information Management in Anaesthesia and Intensive Care. [unpublished]
• Tucker, A., Garway-Heath, D. and Liu, X. (2003) 'Bayesian classification and forecasting of visual field deterioration'.The Ninth Workshop on Intelligent Data Analysis in Medicine and Pharmacology and Knowledge-Based Information Management in Anaesthesia and Intensive Care. [unpublished]
• Anastasiadis, AD., Magoulas, GD. and Liu, XH. (2003) '', in Berthold, MR., Lenz, HJ., Bradley, E., Kruse, R. and Borgelt, C. (eds.) Cryptographic Hardware and Embedded Systems - CHES 2003. SPRINGER-VERLAG BERLIN. , 2779/2003. pp. 430 - 439. ISBN 10: 3-540-40813-4.
• Swift, S. and Liu, X. (2002) ''. Artificial Intelligence in Medicine, 24 (1). pp. 5 - 24. ISSN: 0933-3657
• Kellam, P., Liu, X., Martin, N., Orenga, C., Swift, S. and Tucker, A. (2002) ''. Intelligent Data Analysis, 6 (3). pp. 265 - 279. ISSN: 1088-467X
• Swift, S., Tucker, A., Martin, N. and Liu, XH. (2001) ''.20th SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence (ES2000). CAMBRIDGE, ENGLAND. ELSEVIER SCIENCE BV. pp. 147 - 154. ISSN: 0950-7051
• Kellam, P., Liu, X., Martin, N., Orengo, C., Swift, S. and Tucker, A. (2001) 'Comparing, contrasting and combining clusters in viral gene expression data'.The Intelligent Data Analysis in Medicine and Pharmacology Workshop (IDAMAP-2001). [unpublished]
• Swift, S., Tucker, A., Martin, N. and Liu, XH. (2001) ''.20th SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence (ES2000). CAMBRIDGE, ENGLAND. ELSEVIER SCIENCE BV. pp. 147 - 154. ISSN: 0950-7051
• Kellam, P., Liu, X., Martin, N., Orengo, C., Swift, S. and Tucker, A. (2001) ''.The Fourth International Symposium on Intelligent Data Analysis (IDA-2001). Heidelberg: Springer. pp. 218 - 227. ISSN: 1611-3349