Identification of Important Biological Pathways for Ischemic Stroke Prediction through a Mathematical Programming Optimisation Model-DIGS

Author:

Chen Yongnan1,Theofilatos Konstantinos2,Papageorgiou Lazaros G.3,Tsoka Sophia1

Affiliation:

1. Dept of Informatics, King's College London, London, UK

2. School of Cardiovascular Medicine & Science, King's College London, London, UK

3. Dept of Chemical Engineering, University College London, London, UK

Publisher

ACM

Reference18 articles.

1. Wang P.L. Zhao X.Q. Yang Z.H. Wang A.X. Wang C.X. Liu L.P. Wang Y.L. Wang X.G. Yi J.U. Chen S.Y. and Chen Q.D. 2012. Effect of in-hospital medical complications on case fatality post-acute ischemic stroke: data from the China National Stroke Registry. Chinese medical journal 125(14) pp. 2449--2454. Wang P.L. Zhao X.Q. Yang Z.H. Wang A.X. Wang C.X. Liu L.P. Wang Y.L. Wang X.G. Yi J.U. Chen S.Y. and Chen Q.D. 2012. Effect of in-hospital medical complications on case fatality post-acute ischemic stroke: data from the China National Stroke Registry. Chinese medical journal 125(14) pp. 2449--2454.

2. Global, regional, and national burden of stroke, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

3. Theofilatos K. Korfiati A. Mavroudi S. Cowperthwaite M.C. and Shpak M. 2019. Discovery of stroke-related blood biomarkers from gene expression network models. BMC medical genomics 12(1) p.118. Theofilatos K. Korfiati A. Mavroudi S. Cowperthwaite M.C. and Shpak M. 2019. Discovery of stroke-related blood biomarkers from gene expression network models. BMC medical genomics 12(1) p.118.

4. TTC7B Emerges as a Novel Risk Factor for Ischemic Stroke Through the Convergence of Several Genome-Wide Approaches

5. Yang L. Ainali C. Tsoka S. and Papageorgiou L.G. 2014. Pathway activity inference for multiclass disease classification through a mathematical programming optimisation framework. BMC bioinformatics 15(1) p.390. Yang L. Ainali C. Tsoka S. and Papageorgiou L.G. 2014. Pathway activity inference for multiclass disease classification through a mathematical programming optimisation framework. BMC bioinformatics 15(1) p.390.

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