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Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction.
Soleimani H, Hensman J, Saria S. Soleimani H, et al. Among authors: hensman j. IEEE Trans Pattern Anal Mach Intell. 2018 Aug;40(8):1948-1963. doi: 10.1109/TPAMI.2017.2742504. Epub 2017 Aug 21. IEEE Trans Pattern Anal Mach Intell. 2018. PMID: 28841550
Fast Nonparametric Clustering of Structured Time-Series.
Hensman J, Rattray M, Lawrence ND. Hensman J, et al. IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):383-93. doi: 10.1109/TPAMI.2014.2318711. IEEE Trans Pattern Anal Mach Intell. 2015. PMID: 26353249 Free article.
Hierarchical Bayesian modelling of gene expression time series across irregularly sampled replicates and clusters.
Hensman J, Lawrence ND, Rattray M. Hensman J, et al. BMC Bioinformatics. 2013 Aug 20;14:252. doi: 10.1186/1471-2105-14-252. BMC Bioinformatics. 2013. PMID: 23962281 Free PMC article.
Our experiments were implemented in python, and are available from the authors' website: http://staffwww.dcs.shef.ac.uk/people/J.Hensman/....
Our experiments were implemented in python, and are available from the authors' website: http://staffwww.dcs.shef.ac.uk/people/J.H …
Rheumatoid arthritis reprograms circadian output pathways.
Poolman TM, Gibbs J, Walker AL, Dickson S, Farrell L, Hensman J, Kendall AC, Maidstone R, Warwood S, Loudon A, Rattray M, Bruce IN, Nicolaou A, Ray DW. Poolman TM, et al. Among authors: hensman j. Arthritis Res Ther. 2019 Feb 6;21(1):47. doi: 10.1186/s13075-019-1825-y. Arthritis Res Ther. 2019. PMID: 30728072 Free PMC article.
18 results