An integrated encyclopedia of DNA elements in the human genome ENCODE Project Consortium Nature 489 (7414), 57, 2012 | 11465 | 2012 |
A user’s guide to the encyclopedia of DNA elements (ENCODE) ENCODE Project Consortium PLoS Biol 9 (4), e1001046, 2011 | 1208 | 2011 |
Machine learning applications in genetics and genomics MW Libbrecht, WS Noble Nature Reviews Genetics, 2015 | 918 | 2015 |
Integrative annotation of chromatin elements from ENCODE data MM Hoffman, J Ernst, SP Wilder, A Kundaje, RS Harris, M Libbrecht, ... Nucleic acids research 41 (2), 827-841, 2013 | 483 | 2013 |
Comparative analysis of metazoan chromatin organization JWK Ho, YL Jung, T Liu, BH Alver, S Lee, K Ikegami, KA Sohn, A Minoda, ... Nature 512 (7515), 449-452, 2014 | 302 | 2014 |
Ubiquitous heterogeneity and asymmetry of the chromatin environment at regulatory elements A Kundaje, S Kyriazopoulou-Panagiotopoulou, M Libbrecht, CL Smith, ... Genome research 22 (9), 1735-1747, 2012 | 160 | 2012 |
Joint annotation of chromatin state and chromatin conformation reveals relationships among domain types and identifies domains of cell-type-specific expression MW Libbrecht, F Ay, MM Hoffman, DM Gilbert, JA Bilmes, WS Noble Genome Research 25, 544-557, 2015 | 53 | 2015 |
Nucleotide sequence and DNaseI sensitivity are predictive of 3D chromatin architecture J Schreiber, M Libbrecht, J Bilmes, WS Noble bioRxiv, 103614, 2017 | 36 | 2017 |
Distinct epigenetic features of differentiation-regulated replication origins OK Smith, RG Kim, H Fu, MM Martin, CM Lin, K Utani, Y Zhang, AB Marks, ... Epigenetics & chromatin 9 (1), 1-17, 2016 | 35 | 2016 |
PREDICTD parallel epigenomics data imputation with cloud-based tensor decomposition TJ Durham, MW Libbrecht, JJ Howbert, J Bilmes, WS Noble Nature communications 9 (1), 1-15, 2018 | 34 | 2018 |
Interferometric measurement of the resonant absorption and refractive index in rubidium gas KG Libbrecht, MW Libbrecht American journal of physics 74 (12), 1055-1060, 2006 | 27 | 2006 |
Segway 2.0: Gaussian mixture models and minibatch training RCW Chan, MW Libbrecht, EG Roberts, JA Bilmes, WS Noble, ... Bioinformatics 34 (4), 669-671, 2018 | 26 | 2018 |
A unified encyclopedia of human functional DNA elements through fully automated annotation of 164 human cell types MW Libbrecht, OL Rodriguez, Z Weng, JA Bilmes, MM Hoffman, ... Genome biology 20 (1), 1-14, 2019 | 21 | 2019 |
Choosing non‐redundant representative subsets of protein sequence data sets using submodular optimization MW Libbrecht, JA Bilmes, WS Noble Proteins: Structure, Function, and Bioinformatics 86 (4), 454-466, 2018 | 15 | 2018 |
Choosing panels of genomics assays using submodular optimization K Wei, MW Libbrecht, JA Bilmes, WS Noble Genome biology 17 (1), 1-15, 2016 | 11 | 2016 |
Entropic graph-based posterior regularization M Libbrecht, M Hoffman, J Bilmes, W Noble International Conference on Machine Learning, 1992-2001, 2015 | 6 | 2015 |
An interpretable classification method for predicting drug resistance in M. tuberculosis H Zabeti, N Dexter, AH Safari, N Sedaghat, M Libbrecht, L Chindelevitch bioRxiv, 2020 | 1 | 2020 |
Segmentation and genome annotation algorithms MW Libbrecht, RCW Chan, MM Hoffman arXiv preprint arXiv:2101.00688, 2021 | | 2021 |
Automated identification of maximal differential cell populations in flow cytometry data A Yue, C Chauve, M Libbrecht, RR Brinkman bioRxiv, 837765, 2020 | | 2020 |
Predicting drug resistance in M. tuberculosis using a Long-term Recurrent Convolutional Networks architecture AH Safari, N Sedaghat, H Zabeti, L Chindelevitch, M Libbrecht bioRxiv, 2020 | | 2020 |