A unified framework for cross-population trait prediction by leveraging the genetic correlation of polygenic traits M Cai, J Xiao, S Zhang, X Wan, H Zhao, G Chen, C Yang The American Journal of Human Genetics 108 (4), 632-655, 2021 | 86 | 2021 |
Integrating spatial and single-cell transcriptomics data using deep generative models with SpatialScope X Wan, J Xiao, SST Tam, M Cai, R Sugimura, Y Wang, X Wan, Z Lin, ... Nature Communications 14 (1), 7848, 2023 | 26 | 2023 |
XPXP: improving polygenic prediction by cross-population and cross-phenotype analysis J Xiao, M Cai, X Hu, X Wan, G Chen, C Yang Bioinformatics 38 (7), 1947-1955, 2022 | 17 | 2022 |
The genetic assimilation in language borrowing inferred from Jing People X Huang, Q Zhou, X Bin, S Lai, C Lin, R Hu, J Xiao, D Luo, Y Li, LH Wei, ... American journal of physical anthropology 166 (3), 638-648, 2018 | 15 | 2018 |
Leveraging the local genetic structure for trans-ancestry association mapping J Xiao, M Cai, X Yu, X Hu, G Chen, X Wan, C Yang The American Journal of Human Genetics 109 (7), 1317-1337, 2022 | 11 | 2022 |
XMAP: Cross-population fine-mapping by leveraging genetic diversity and accounting for confounding bias M Cai, Z Wang, J Xiao, X Hu, G Chen, C Yang Nature Communications 14 (1), 6870, 2023 | 9 | 2023 |
Organoid-based single-cell spatiotemporal gene expression landscape of human embryonic development and hematopoiesis Y Chao, Y Xiang, J Xiao, W Zheng, MR Ebrahimkhani, C Yang, AR Wu, ... Signal transduction and targeted therapy 8 (1), 230, 2023 | 8 | 2023 |
Benchmarking Mendelian Randomization methods for causal inference using genome-wide association study summary statistics X Hu, M Cai, J Xiao, X Wan, Z Wang, H Zhao, C Yang medRxiv, 2024.01. 03.24300765, 2024 | 1 | 2024 |
SpatialScope: A unified approach for integrating spatial and single-cell transcriptomics data using deep generative models X Wan, J Xiao, SST Tam, M Cai, R Sugimura, Y Wang, X Wan, Z Lin, ... bioRxiv, 2023.03. 14.532529, 2023 | 1 | 2023 |
PALM: a powerful and adaptive latent model for prioritizing risk variants with functional annotations X Yu, J Xiao, M Cai, Y Jiao, X Wan, J Liu, C Yang Bioinformatics 39 (2), btad068, 2023 | 1 | 2023 |
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models H Gong, Y Wang, Y Wang, J Xiao, X Wan, H Li arXiv preprint arXiv:2408.05985, 2024 | | 2024 |
Pairwise machine learning-based automatic diagnostic platform utilizing CT images and clinical information for predicting radiotherapy locoregional recurrence in elderly … A Zhang, Q Shi, H Zhang, W Duan, Y Li, L Ruan, Y Han, Z Liu, H Li, J Xiao, ... Abdominal Radiology, 1-11, 2024 | | 2024 |
UCS: a unified approach to cell segmentation for subcellular spatial transcriptomics Y Chen, X Xu, X Wan, J Xiao, C Yang bioRxiv, 2024.07. 08.601384, 2024 | | 2024 |
Funmap: integrating high-dimensional functional annotations to improve fine-mapping Y Li, J Xiao, J Ming, Y Zeng, M Cai medRxiv, 2024.06. 25.24309459, 2024 | | 2024 |
A unified framework for cell-type-specific eQTLs prioritization by integrating bulk and scRNA-seq data X Yu, X Hu, X Wan, Z Zhang, M Cai, T Yu, J Xiao medRxiv, 2024.05. 27.24307972, 2024 | | 2024 |
A Robust Statistical Approach for Finding Informative Spatially Associated Pathways L Tian, J Xiao, T Yu bioRxiv, 2024.03. 31.587469, 2024 | | 2024 |