Zhou, Xiang

Genome-wide efficient mixed-model analysis for association studies

Zhou, X., & Stephens, M. (2012) · Nature Genetics

Genetic Associations and EpidemiologyGenetic Mapping and Diversity in Plants and Animals

Cited by 3,627

Efficient multivariate linear mixed model algorithms for genome-wide association studies

Zhou, X., & Stephens, M. (2014) · Nature Methods

Genetic Associations and EpidemiologyGenetic and phenotypic traits in livestock

Cited by 841

Inherited causes of clonal haematopoiesis in 97,691 whole genomes

Bick, A. G., Weinstock, J. S., Nandakumar, S. K., Fulco, C. P., Bao, E. L., Zekavat, S. M., Szeto, M. D., Liao, X., Leventhal, M. J., Nasser, J., et al. (2020) · Nature

Acute Myeloid Leukemia ResearchGenetic Associations and Epidemiology

Cited by 733

Statistical analysis of spatial expression patterns for spatially resolved transcriptomic studies

Sun, S., Zhu, J., & Zhou, X. (2020) · Nature Methods

Single-cell and spatial transcriptomicsGene expression and cancer classification

Cited by 502

Role of the Gut-Brain Axis in the Shared Genetic Etiology Between Gastrointestinal Tract Diseases and Psychiatric Disorders: A Genome-Wide Pleiotropic Analysis

Gong, W., Guo, P., Li, Y., Liu, L., Yan, R., Liu, S., Wang, S., Xue, F., Zhou, X., & Yuan, Z. (2023) · JAMA Psychiatry

Genetic Associations and EpidemiologyGut microbiota and health

Cited by 225

Accuracy, robustness and scalability of dimensionality reduction methods for single-cell RNA-seq analysis

Sun, S., Zhu, J., Ma, Y., & Zhou, X. (2019) · Genome biology

Single-cell and spatial transcriptomicsGene expression and cancer classification

Cited by 225

Evidence of CNIH3 involvement in opioid dependence

Nelson, E. C., Agrawal, A., Heath, A. C., Bogdan, R., Sherva, R., Zhang, B., Al-Hasani, R., Bruchas, M. R., Chou, Y.-L., Demers, C. H., et al. (2016) · Molecular Psychiatry

Neurotransmitter Receptor Influence on BehaviorGenetic Associations and Epidemiology

Cited by 131

Causal effects of blood lipids on amyotrophic lateral sclerosis: a Mendelian randomization study

Zeng, P., & Zhou, X. (2019) · Human Molecular Genetics

Amyotrophic Lateral Sclerosis ResearchLipoproteins and Cardiovascular Health

Cited by 130

Adaptive, convergent origins of the pygmy phenotype in African rainforest hunter-gatherers

Perry, G. H., Foll, M., Grenier, J.-C., Patin, E., Nédélec, Y., Pacis, A., Barakatt, M., Gravel, S., Zhou, X., Nsobya, S. L., et al. (2014) · Proceedings of the National Academy of Sciences

Forensic and Genetic ResearchGenetic Associations and Epidemiology

Cited by 105

Integrative differential expression and gene set enrichment analysis using summary statistics for scRNA-seq studies

Ma, Y., Sun, S., Shang, X., Keller, E. T., Chen, M., & Zhou, X. (2020) · Nature Communications

Single-cell and spatial transcriptomicsBioinformatics and Genomic Networks

Cited by 81

GeneNetwork: framework for web-based genetics

Sloan, Z., Arends, D., W. Broman, K., Centeno, A., Furlotte, N., Nijveen, H., Yan, L., Zhou, X., W. Williams, R., & Prins, P. (2016) · The Journal of Open Source Software

Genetic Mapping and Diversity in Plants and AnimalsBioinformatics and Genomic Networks

Cited by 37

Whole-genome association analyses of sleep-disordered breathing phenotypes in the NHLBI TOPMed program

Cade, B. E., Lee, J., Sofer, T., Wang, H., Zhang, M., Chen, H., Gharib, S. A., Gottlieb, D. J., Guo, X., Lane, J. M., et al. (2021) · Genome Medicine

Obstructive Sleep Apnea ResearchGenetic Associations and Epidemiology

Cited by 33

Sublinear regret for learning POMDPs

Xiong, Y., Chen, N., Gao, X., & Zhou, X. (2022) · Production and Operations Management

Advanced Bandit Algorithms ResearchReinforcement Learning in Robotics

Cited by 6