| Statistical analysis of spatial expression patterns for spatially resolved transcriptomic studies S Sun, J Zhu, X Zhou Nature methods 17 (2), 193-200, 2020 | 279 | 2020 |
| Accuracy, robustness and scalability of dimensionality reduction methods for single-cell RNA-seq analysis S Sun, J Zhu, Y Ma, X Zhou Genome biology 20, 1-21, 2019 | 184 | 2019 |
| Collaborative filtering recommendation algorithm based on user preference derived from item domain features J Zhang, Q Peng, S Sun, C Liu Physica A: Statistical Mechanics and its Applications 396, 66-76, 2014 | 107 | 2014 |
| SPARK-X: non-parametric modeling enables scalable and robust detection of spatial expression patterns for large spatial transcriptomic studies J Zhu, S Sun, X Zhou Genome biology 22 (1), 184, 2021 | 103 | 2021 |
| Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies Z Yuan, H Zhu, P Zeng, S Yang, S Sun, C Yang, J Liu, X Zhou Nature communications 11 (1), 3861, 2020 | 93 | 2020 |
| A kernel-based multivariate feature selection method for microarray data classification S Sun, Q Peng, A Shakoor PloS one 9 (7), e102541, 2014 | 70 | 2014 |
| Differential expression analysis for RNAseq using Poisson mixed models S Sun, M Hood, L Scott, Q Peng, S Mukherjee, J Tung, X Zhou Nucleic acids research 45 (11), e106-e106, 2017 | 66 | 2017 |
| Integrative differential expression and gene set enrichment analysis using summary statistics for scRNA-seq studies Y Ma, S Sun, X Shang, ET Keller, M Chen, X Zhou Nature communications 11 (1), 1585, 2020 | 65 | 2020 |
| Heritability estimation and differential analysis of count data with generalized linear mixed models in genomic sequencing studies S Sun, J Zhu, S Mozaffari, C Ober, M Chen, X Zhou Bioinformatics 35 (3), 487-496, 2019 | 62 | 2019 |
| Socioeconomic deprivation index is associated with psychiatric disorders: an observational and genome-wide gene-by-environment interaction analysis in the UK Biobank cohort J Ye, Y Wen, X Sun, X Chu, P Li, B Cheng, S Cheng, L Liu, L Zhang, M Ma, ... Biological psychiatry 89 (9), 888-895, 2021 | 61 | 2021 |
| Deriving interval weights from an interval multiplicative consistent fuzzy preference relation J Lan, M Hu, X Ye, S Sun Knowledge-Based Systems 26, 128-134, 2012 | 40 | 2012 |
| Delineating the dynamic evolution from preneoplasia to invasive lung adenocarcinoma by integrating single-cell RNA sequencing and spatial transcriptomics J Zhu, Y Fan, Y Xiong, W Wang, J Chen, Y Xia, J Lei, L Gong, S Sun, ... Experimental & Molecular Medicine 54 (11), 2060-2076, 2022 | 39 | 2022 |
| Global feature selection from microarray data using Lagrange multipliers S Sun, Q Peng, X Zhang Knowledge-Based Systems 110, 267-274, 2016 | 27 | 2016 |
| A fast and efficient count-based matrix factorization method for detecting cell types from single-cell RNAseq data S Sun, Y Chen, Y Liu, X Shang BMC systems biology 13, 1-8, 2019 | 23 | 2019 |
| An efficient and flexible method for deconvoluting bulk RNA-seq data with single-cell RNA-seq data X Sun, S Sun, S Yang Cells 8 (10), 1161, 2019 | 21 | 2019 |
| A hybrid PSO-GSA strategy for high-dimensional optimization and microarray data clustering S Sun, Q Peng 2014 IEEE international conference on information and automation (ICIA), 41-46, 2014 | 20 | 2014 |
| IMAGE: high-powered detection of genetic effects on DNA methylation using integrated methylation QTL mapping and allele-specific analysis Y Fan, TP Vilgalys, S Sun, Q Peng, J Tung, X Zhou Genome biology 20, 1-18, 2019 | 17 | 2019 |
| Identifying discriminative features for diagnosis of Kashin-Beck disease among adolescents Y Zhang, X Wei, C Cao, F Yu, W Li, G Zhao, H Wei, F Zhang, P Meng, ... BMC musculoskeletal disorders 22, 1-10, 2021 | 13 | 2021 |
| Genome-Wide Differentially Methylated Region Analysis to Reveal Epigenetic Differences of Articular Cartilage in Kashin–Beck Disease and Osteoarthritis Y Fan, D Gao, Y Zhang, J Zhu, F Zhang, L Wang, Y Wen, X Guo, S Sun Frontiers in Cell and Developmental Biology 9, 636291, 2021 | 11 | 2021 |
| Higher-order partial least squares for predicting gene expression levels from chromatin states S Sun, X Sun, Y Zheng BMC bioinformatics 19, 47-54, 2018 | 8 | 2018 |
Xiang ZhouProfessor of Biostatistics, University of Michigan在 umich.edu 的电子邮件经过验证
