| scNMT-seq enables joint profiling of chromatin accessibility DNA methylation and transcription in single cells SJ Clark, R Argelaguet, CA Kapourani, TM Stubbs, HJ Lee, ... Nature communications 9 (1), 1-9, 2018 | 240 | 2018 |
| Approximation and inference methods for stochastic biochemical kinetics—a tutorial review D Schnoerr, G Sanguinetti, R Grima Journal of Physics A: Mathematical and Theoretical 50 (9), 093001, 2017 | 193 | 2017 |
| Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006 | 169* | 2006 |
| Transition of Escherichia coli from aerobic to micro-aerobic conditions involves fast and slow reacting regulatory components JD Partridge, G Sanguinetti, DP Dibden, RE Roberts, RK Poole, J Green Journal of Biological Chemistry 282 (15), 11230-11237, 2007 | 139 | 2007 |
| Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities G Sanguinetti, ND Lawrence, M Rattray Bioinformatics 22 (22), 2775-2781, 2006 | 131 | 2006 |
| Carbon monoxide-releasing antibacterial molecules target respiration and global transcriptional regulators KS Davidge, G Sanguinetti, CH Yee, AG Cox, CW McLeod, CE Monk, ... Journal of Biological Chemistry 284 (7), 4516-4524, 2009 | 130 | 2009 |
| Point process modelling of the Afghan War Diary A Zammit-Mangion, M Dewar, V Kadirkamanathan, G Sanguinetti Proceedings of the National Academy of Sciences 109 (31), 12414-12419, 2012 | 123 | 2012 |
| Modelling transcriptional regulation using Gaussian processes ND Lawrence, G Sanguinetti, M Rattray Advances in Neural Information Processing Systems 19, 785, 2007 | 121 | 2007 |
| Single-trial classification of EEG in a visual object task using ICA and machine learning AX Stewart, A Nuthmann, G Sanguinetti Journal of neuroscience methods 228, 1-14, 2014 | 108 | 2014 |
| Data-driven statistical learning of temporal logic properties E Bartocci, L Bortolussi, G Sanguinetti International conference on formal modeling and analysis of timed systems, 23-37, 2014 | 93 | 2014 |
| puma: a Bioconductor package for propagating uncertainty in microarray analysis RD Pearson, X Liu, G Sanguinetti, M Milo, ND Lawrence, M Rattray BMC bioinformatics 10 (1), 1-10, 2009 | 92 | 2009 |
| Automatic determination of the number of clusters using spectral algorithms G Sanguinetti, J Laidler, ND Lawrence 2005 IEEE Workshop on Machine Learning for Signal Processing, 55-60, 2005 | 91 | 2005 |
| Smoothed model checking for uncertain continuous-time Markov chains L Bortolussi, D Milios, G Sanguinetti Information and Computation 247, 235-253, 2016 | 87 | 2016 |
| Combining tree-based and dynamical systems for the inference of gene regulatory networks VA Huynh-Thu, G Sanguinetti Bioinformatics 31 (10), 1614-1622, 2015 | 84 | 2015 |
| Transcription factor binding predicts histone modifications in human cell lines D Benveniste, HJ Sonntag, G Sanguinetti, D Sproul Proceedings of the National Academy of Sciences 111 (37), 13367-13372, 2014 | 84 | 2014 |
| Network of epistatic interactions within a yeast snoRNA O Puchta, B Cseke, H Czaja, D Tollervey, G Sanguinetti, G Kudla Science 352 (6287), 840-844, 2016 | 81 | 2016 |
| Variational inference for Markov jump processes M Opper, G Sanguinetti Advances in neural information processing systems 20, 1105-1112, 2007 | 80 | 2007 |
| Transcript profiling and inference of Escherichia coli K-12 ArcA activity across the range of physiologically relevant oxygen concentrations MD Rolfe, A Ter Beek, AI Graham, EW Trotter, HMS Asif, G Sanguinetti, ... Journal of Biological Chemistry 286 (12), 10147-10154, 2011 | 79 | 2011 |
| Accounting for probe-level noise in principal component analysis of microarray data G Sanguinetti, M Milo, M Rattray, ND Lawrence Bioinformatics 21 (19), 3748-3754, 2005 | 78 | 2005 |
| Comparison of different moment-closure approximations for stochastic chemical kinetics D Schnoerr, G Sanguinetti, R Grima The Journal of Chemical Physics 143 (18), 11B610_1, 2015 | 76 | 2015 |
