A single-cell transcriptomic atlas characterizes ageing tissues in the mouse N Almanzar, ..., MJ Zhang, L Zhou, J Zou, TTM Consortium Nature 583 (7817), 590-595, 2020 | 947* | 2020 |
Longitudinal multi-omics of host–microbe dynamics in prediabetes W Zhou*, MR Sailani*, K Contrepois*, Y Zhou*, S Ahadi*, SR Leopold, ... Nature 569 (7758), 663-671, 2019 | 515 | 2019 |
Ageing hallmarks exhibit organ-specific temporal signatures N Schaum*, B Lehallier*, O Hahn*, ..., TTM Consortium, ..., SR Quake, ... Nature 583 (7817), 596-602, 2020 | 480 | 2020 |
Exploring patterns enriched in a dataset with contrastive principal component analysis A Abid*, MJ Zhang*, VK Bagaria, J Zou Nature communications 9 (1), 1-7, 2018 | 229* | 2018 |
Determining sequencing depth in a single-cell RNA-seq experiment MJ Zhang*, V Ntranos*, D Tse Nature communications 11 (1), 1-11, 2020 | 188 | 2020 |
Polygenic enrichment distinguishes disease associations of individual cells in single-cell RNA-seq data MJ Zhang, K Hou, KK Dey, S Sakaue, KA Jagadeesh, K Weinand, ... Nature genetics 54 (10), 1572-1580, 2022 | 112 | 2022 |
Mouse aging cell atlas analysis reveals global and cell type-specific aging signatures MJ Zhang, AO Pisco, S Darmanis, J Zou Elife 10, e62293, 2021 | 107 | 2021 |
Molecular hallmarks of heterochronic parabiosis at single-cell resolution R Pálovics, A Keller, N Schaum, W Tan, T Fehlmann, M Borja, F Kern, ... Nature 603 (7900), 309-314, 2022 | 98 | 2022 |
Polymicrobial periodontal disease triggers a wide radius of effect and unique virome L Gao, M Kang, MJ Zhang, M Reza Sailani, R Kuraji, A Martinez, C Ye, ... npj Biofilms and Microbiomes 6 (1), 10, 2020 | 52 | 2020 |
Bandit-PAM: Almost Linear Time -Medoids Clustering via Multi-Armed Bandits M Tiwari, MJ Zhang, J Mayclin, S Thrun, C Piech, I Shomorony Advances in Neural Information Processing Systems 33, 2020 | 49 | 2020 |
Medoids in almost-linear time via multi-armed bandits V Bagaria*, G Kamath*, V Ntranos*, M Zhang*, D Tse International Conference on Artificial Intelligence and Statistics, 500-509, 2018 | 45 | 2018 |
Fast and covariate-adaptive method amplifies detection power in large-scale multiple hypothesis testing MJ Zhang, F Xia, J Zou Nature communications 10 (1), 3433, 2019 | 42 | 2019 |
Deep longitudinal multiomics profiling reveals two biological seasonal patterns in California MR Sailani, AA Metwally, W Zhou, SMSF Rose, S Ahadi, K Contrepois, ... Nature communications 11 (1), 4933, 2020 | 38 | 2020 |
On the theoretical analysis of cross validation in compressive sensing J Zhang, L Chen, PT Boufounos, Y Gu 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 32* | 2014 |
Mldemon: Deployment monitoring for machine learning systems T Ginart, MJ Zhang, J Zou International conference on artificial intelligence and statistics, 3962-3997, 2022 | 28 | 2022 |
Nisin probiotic prevents inflammatory bone loss while promoting reparative proliferation and a healthy microbiome L Gao, R Kuraji, MJ Zhang, A Martinez, A Radaic, P Kamarajan, C Le, ... NPJ biofilms and microbiomes 8 (1), 45, 2022 | 27 | 2022 |
Adaptive monte carlo multiple testing via multi-armed bandits M Zhang, J Zou, D Tse International Conference on Machine Learning, 7512-7522, 2019 | 26 | 2019 |
A multi-dimensional integrative scoring framework for predicting functional variants in the human genome X Li, G Yung, H Zhou, R Sun, Z Li, K Hou, MJ Zhang, Y Liu, T Arapoglou, ... The American Journal of Human Genetics 109 (3), 446-456, 2022 | 25 | 2022 |
Neuralfdr: Learning discovery thresholds from hypothesis features F Xia*, MJ Zhang*, JY Zou, D Tse Advances in Neural Information Processing Systems, 1541-1550, 2017 | 24 | 2017 |
Germline genomic and phenomic landscape of clonal hematopoiesis in 323,112 individuals MM Uddin, Z Yu, JS Weinstock, T Nakao, A Niroula, SM Urbut, S Koyama, ... medRxiv, 2022.07. 29.22278015, 2022 | 11 | 2022 |