Medical Informatics

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

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