| Joint and individual variation explained (JIVE) for integrated analysis of multiple data types EF Lock, KA Hoadley, JS Marron, AB Nobel The annals of applied statistics 7 (1), 523, 2013 | 541 | 2013 |
| Bayesian consensus clustering EF Lock, DB Dunson Bioinformatics 29 (20), 2610-2616, 2013 | 291 | 2013 |
| The genomic landscape of mantle cell lymphoma is related to the epigenetically determined chromatin state of normal B cells J Zhang, D Jima, AB Moffitt, Q Liu, M Czader, ED Hsi, Y Fedoriw, ... Blood, The Journal of the American Society of Hematology 123 (19), 2988-2996, 2014 | 254 | 2014 |
| Statistics: Unlocking the power of data RH Lock, PF Lock, KL Morgan, EF Lock, DF Lock John Wiley & Sons, 2020 | 180 | 2020 |
| Tensor-on-tensor regression EF Lock Journal of Computational and Graphical Statistics 27 (3), 638-647, 2018 | 106 | 2018 |
| ToxPi GUI: an interactive visualization tool for transparent integration of data from diverse sources of evidence DM Reif, M Sypa, EF Lock, FA Wright, A Wilson, T Cathey, RR Judson, ... Bioinformatics 29 (3), 402-403, 2013 | 93 | 2013 |
| R. JIVE for exploration of multi-source molecular data MJ O’Connell, EF Lock Bioinformatics 32 (18), 2877-2879, 2016 | 75 | 2016 |
| Interstrain differences in the liver effects of trichloroethylene in a multistrain panel of inbred mice BU Bradford, EF Lock, O Kosyk, S Kim, T Uehara, D Harbourt, ... Toxicological sciences 120 (1), 206-217, 2011 | 74 | 2011 |
| Identification of shared and disease-specific host gene–microbiome associations across human diseases using multi-omic integration S Priya, MB Burns, T Ward, RAT Mars, B Adamowicz, EF Lock, ... Nature microbiology 7 (6), 780-795, 2022 | 58 | 2022 |
| Quantitative High-Throughput Screening for Chemical Toxicity in a Population-Based In Vitro Model EF Lock, N Abdo, R Huang, M Xia, O Kosyk, SH O’Shea, YH Zhou, ... Toxicological Sciences 126 (2), 578-588, 2012 | 55 | 2012 |
| Metabolomic analysis of CSF indicates brain metabolic impairment precedes hematological indices of anemia in the iron-deficient infant monkey R Rao, K Ennis, GR Lubach, EF Lock, MK Georgieff, CL Coe Nutritional neuroscience 21 (1), 40-48, 2018 | 42 | 2018 |
| Prediction with dimension reduction of multiple molecular data sources for patient survival A Kaplan, EF Lock Cancer informatics 16, 1176935117718517, 2017 | 37 | 2017 |
| Analysis of multi-source metabolomic data using joint and individual variation explained (JIVE) J Kuligowski, D Pérez-Guaita, Á Sánchez-Illana, Z León-González, ... Analyst 140 (13), 4521-4529, 2015 | 36 | 2015 |
| Identification of Chiari Type I Malformation subtypes using whole genome expression profiles and cranial base morphometrics CA Markunas, E Lock, K Soldano, H Cope, CKC Ding, DS Enterline, ... BMC medical genomics 7, 1-15, 2014 | 33 | 2014 |
| Generalized integrative principal component analysis for multi-type data with block-wise missing structure H Zhu, G Li, EF Lock Biostatistics 21 (2), 302-318, 2020 | 30 | 2020 |
| Multi-omic molecular profiling of lung cancer in COPD BJ Sandri, A Kaplan, SW Hodgson, M Peterson, S Avdulov, LA Higgins, ... European Respiratory Journal 52 (1), 2018 | 30 | 2018 |
| Single-cell RNA sequencing reveals that lung mesenchymal progenitor cells in IPF exhibit pathological features early in their differentiation trajectory DJ Beisang, K Smith, L Yang, A Benyumov, A Gilbertsen, J Herrera, ... Scientific reports 10 (1), 11162, 2020 | 29 | 2020 |
| Discriminating sample groups with multi-way data T Lyu, EF Lock, LE Eberly Biostatistics 18 (3), 434-450, 2017 | 26 | 2017 |
| Integrative factorization of bidimensionally linked matrices JY Park, EF Lock Biometrics 76 (1), 61-74, 2020 | 23 | 2020 |
| Detecting multiple random changepoints in Bayesian piecewise growth mixture models EF Lock, N Kohli, M Bose Psychometrika 83, 733-750, 2018 | 21 | 2018 |
