| Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans AK Zaas, M Chen, J Varkey, T Veldman, AO Hero, J Lucas, Y Huang, ... Cell host & microbe 6 (3), 207-217, 2009 | 446 | 2009 |
| Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds M Chen, J Silva, J Paisley, C Wang, D Dunson, L Carin Signal Processing, IEEE Transactions on 58 (12), 6140-6155, 2010 | 200 | 2010 |
| A host transcriptional signature for presymptomatic detection of infection in humans exposed to influenza H1N1 or H3N2 CW Woods, MT McClain, M Chen, AK Zaas, BP Nicholson, J Varkey, ... PloS one 8 (1), e52198, 2013 | 192 | 2013 |
| A host-based RT-PCR gene expression signature to identify acute respiratory viral infection AK Zaas, T Burke, M Chen, M McClain, B Nicholson, T Veldman, EL Tsalik, ... Science translational medicine 5 (203), 203ra126-203ra126, 2013 | 142 | 2013 |
| Communications-Inspired Projection Design with Application to Compressive Sensing WR Carson, M Chen, MRD Rodrigues, R Calderbank, L Carin | 100* | |
| Nonparametric Bayesian matrix completion M Zhou, C Wang, M Chen, J Paisley, D Dunson, L Carin 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, 213-216, 2010 | 55 | 2010 |
| Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies B Chen, M Chen, J Paisley, A Zaas, C Woods, GS Ginsburg, A Hero, ... BMC bioinformatics 11 (1), 552, 2010 | 47 | 2010 |
| Communications Inspired Linear Discriminant Analysis M Chen, W Carson, M Rodrigues, R Calderbank, L Carin | 46 | 2012 |
| Predicting viral infection from high-dimensional biomarker trajectories M Chen, A Zaas, C Woods, GS Ginsburg, J Lucas, D Dunson, L Carin Journal of the American Statistical Association 106 (496), 1259-1279, 2011 | 32 | 2011 |
| Detection of viruses via statistical gene expression analysis M Chen, D Carlson, A Zaas, CW Woods, GS Ginsburg, A Hero, J Lucas, ... Biomedical Engineering, IEEE Transactions on 58 (3), 468-479, 2011 | 29 | 2011 |
| Blind compressed sensing over a structured union of subspaces J Silva, M Chen, YC Eldar, G Sapiro, L Carin arXiv preprint arXiv:1103.2469, 2011 | 28 | 2011 |
| Faithful variable screening for high-dimensional convex regression M Xu, M Chen, J Lafferty | 25 | 2016 |
| Sticky hidden Markov modeling of comparative genomic hybridization L Du, M Chen, J Lucas, L Carin IEEE Transactions on signal processing 58 (10), 5353-5368, 2010 | 23 | 2010 |
| Information-theoretic compressive measurement design L Wang, M Chen, M Rodrigues, D Wilcox, R Calderbank, L Carin IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (6), 1150-1164, 2016 | 18 | 2016 |
| Subspace tracking in colored noise based on oblique projection M Chen, Z Wang 2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006 | 18 | 2006 |
| High-dimensional longitudinal genomic data: an analysis used for monitoring viral infections L Carin, A Hero, J Lucas, D Dunson, M Chen, R Heñao, A Tibau-Piug, ... IEEE signal processing magazine 29 (1), 108-123, 2011 | 17 | 2011 |
| Mismatched estimation and relative entropy in vector Gaussian channels M Chen, J Lafferty 2013 IEEE International Symposium on Information Theory, 2845-2849, 2013 | 10 | 2013 |
| The Bayesian elastic net: Classifying multi-task gene-expression data M Chen, D Carlson, A Zaas, C Woods, GS Ginsburg, A Hero, J Lucas, ... preprint, 2010 | 10 | 2010 |
| How to focus the discriminative power of a dictionary WR Carson, MRD Rodrigues, M Chen, L Carin, R Calderbank 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 8 | 2012 |
| John Paisley, Chunping Wang, David Dunson, and Lawrence Carin. Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds M Chen, J Silva IEEE Transactions on Signal Processing 58 (12), 6140-6155, 2010 | 8 | 2010 |
R. CalderbankBell Labs, AT&T Labs, Princeton University, Duke University在 duke.edu 的电子邮件经过验证
R. CalderbankBell Labs, AT&T Labs, Princeton University, Duke University在 duke.edu 的电子邮件经过验证