athina spiliopoulou

Publications

Journal Articles

J.C. Taylor, T. Bongartz, J. Massey, B. Mifsud, A. Spiliopoulou, I.C. Scott, J. Wang, M. Morgan, D. Plant, M. Colombo, P. Orchard, S. Twigg, I.B. McInnes, D. Porter, J.E. Freeston, J.L. Nam, H.J. Cordell, J.D. Isaacs, J.L. Strathdee, D. Arnett, M.J.H. de Hair, P.P. Tak, S. Aslibekyan, R.F. van Vollenhoven, L. Padyukov, S.L. Bridges Jr., C. Pitzalis, A.P. Cope, S.M.M. Verstappen, P. Emery, M.R. Barnes, F. Agakov, P. McKeigue, T. Mushiroda, M. Kubo, R. Weinshilboum, A. Barton, A.W. Morgan, and J.H. Barrett

Genome-wide Association Study of Response to Methotrexate in Early Rheumatoid Arthritis Patients

Pharmacogenomics Journal, 2018, in press

X. Li, X. Meng, A. Spiliopoulou, M. Timofeeva, W. Wei, A. Gifford, X. Shen, Y. He, T. Varley, P. McKeigue, I. Tzoulaki, A.F.\ Wright, P. Joshi, J. C. Denny, H. Campbell and E. Theodoratou

MR-PheWAS: exploring the causal effect of SUA level on multiple disease outcomes by using genetic instruments in UK Biobank

Annals of the Rheumatic Diseases, 2018, doi: 10.1136/annrheumdis-2017-212534

N. Pirastu, P.K. Joshi, P.S. de Vries, M.C. Cornelis, P.M. McKeigue, N. Keum, N. Franceschini, M. Colombo, E.L. Giovannucci, A. Spiliopoulou, L. Franke, K.E. North, P. Kraft, A.C. Morrison, T. Esku, J.F. Wilson

GWAS for male-pattern baldness identifies 71 susceptibility loci explaining 38% of the risk

Nature Communications, 2017, doi:10.1038/s41467-017-01490-8

A. Spiliopoulou, M. Colombo, P. Orchard, F. Agakov, P. McKeigue

GeneImp: fast imputation to large reference panels using genotype likelihoods from ultra-low coverage sequencing

Genetics, 2017, doi:10.1534/genetics.117.200063

A. Spiliopoulou, R. Nagy, M. Bermingham, J. Huffman, C. Hayward, V. Vitart, I. Rudan, H. Campbell, A. Wright, J. Wilson, R. Pong-Wong, F. Agakov, P. Navarro and C.S. Haley

Genomic prediction of complex human traits: relatedness, trait architecture, and predictive meta-models

Human Molecular Genetics, 2015, doi:10.1093/hmg/ddv145

M. Bermingham, R. Pong-Wong, A. Spiliopoulou, C. Hayward, I. Rudan, H. Campbell, A. Wright, J. Wilson, F. Agakov, P. Navarro and C.S. Haley

Application of high-dimensional feature selection: evaluation for genomic prediction in man

Scientific Reports, 2015, doi:10.1038/srep10312

Peer-Reviewed Conference Articles

A. Spiliopoulou and A.J. Storkey

A Topic Model for Melodic Sequences [PDF, BibTeX]

Proceedings of the 29th International Conference on Machine Learning (ICML), 2012

I presented this model in a talk at the NIPS 2011 Workshop on Music and Machine Learning.

M.G. Mubangizi, C. Ikae, A. Spiliopoulou and J.A. Quinn

Coupling Spatiotemporal Disease Modeling with Diagnosis [ PDF, BibTeX]

Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI), 2012

A. Spiliopoulou and A.J. Storkey

Comparing Probabilistic Models for Melodic Sequences [ PDF, BibTeX, Videolectures talk]

Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD), 2011

Workshop Submissions

M. Bermingham, R. Pong-Wong, A. Spiliopoulou, C. Hayward, I. Rudan, H. Campbell, A. Wright, J. Wilson, F. Agakov, P. Navarro and C.S. Haley

Genomic prediction of health traits in humans: demonstrating the value of marker selection

Proceedings of the 10th World Congress on Genetics Applied to Livestock Production, 2014

A. Spiliopoulou and A.J. Storkey

A Topic Model for Melodic Sequences [ Workshop talk]

4th International Workshop on Machine Learning and Music: Learning from Musical Structure, in conjunction with NIPS, 2011