A comprehensive comparison on cell-type composition inference for spatial transcriptomics data J Chen, W Liu, T Luo, Z Yu, M Jiang, J Wen, GP Gupta, P Giusti, H Zhu, ... Briefings in Bioinformatics 23 (4), bbac245, 2022 | 55 | 2022 |
Adjusting prediction of ozone concentration based on CMAQ model and machine learning methods in Sichuan-Chongqing region, China H Lu, M Xie, X Liu, B Liu, M Jiang, Y Gao, X Zhao Atmospheric Pollution Research 12 (6), 101066, 2021 | 45 | 2021 |
Functional characterization of Alzheimer’s disease genetic variants in microglia X Yang, J Wen, H Yang, IR Jones, X Zhu, W Liu, B Li, CD Clelland, W Luo, ... Nature Genetics 55 (10), 1735-1744, 2023 | 33 | 2023 |
Cell composition inference and identification of layer-specific spatial transcriptional profiles with POLARIS J Chen, T Luo, M Jiang, J Liu, GP Gupta, Y Li Science Advances 9 (9), eadd9818, 2023 | 17 | 2023 |
Canonical correlation analysis for multi-omics: Application to cross-cohort analysis MZ Jiang, F Aguet, K Ardlie, J Chen, E Cornell, D Cruz, P Durda, ... Plos Genetics 19 (5), e1010517, 2023 | 15 | 2023 |
MagicalRsq: Machine-learning-based genotype imputation quality calibration Q Sun, Y Yang, JD Rosen, MZ Jiang, J Chen, W Liu, J Wen, LM Raffield, ... The American Journal of Human Genetics 109 (11), 1986-1997, 2022 | 14 | 2022 |
Machine learning and deep learning in genetics and genomics D Wu, DS Karhade, M Pillai, MZ Jiang, L Huang, G Li, H Cho, J Roach, ... Machine Learning in Dentistry, 163-181, 2021 | 8 | 2021 |
Whole genome sequencing identifies structural variants contributing to hematologic traits in the NHLBI TOPMed program MM Wheeler, AM Stilp, S Rao, BV Halldórsson, D Beyter, J Wen, ... Nature communications 13 (1), 7592, 2022 | 7* | 2022 |
Genome-wide study investigating effector genes and polygenic prediction for kidney function in persons with ancestry from Africa and the Americas O Hughes, AR Bentley, CE Breeze, F Aguet, X Xu, G Nadkarni, Q Sun, ... Cell genomics 4 (1), 2024 | 5 | 2024 |
A systematic evaluation of Hi-C data enhancement methods for enhancing PLAC-seq and HiChIP data L Huang, Y Yang, G Li, M Jiang, J Wen, A Abnousi, JD Rosen, M Hu, Y Li Briefings in Bioinformatics 23 (3), bbac145, 2022 | 4 | 2022 |
Whole genome sequencing based analysis of inflammation biomarkers in the Trans-Omics for Precision Medicine (TOPMed) consortium MZ Jiang, SM Gaynor, X Li, E Van Buren, A Stilp, E Buth, FF Wang, ... Human Molecular Genetics 33 (16), 1429-1441, 2024 | 3 | 2024 |
A statistical framework for multi-trait rare variant analysis in large-scale whole-genome sequencing studies X Li, H Chen, MS Selvaraj, E Van Buren, H Zhou, Y Wang, R Sun, ... Nature Computational Science, 1-19, 2025 | | 2025 |
MagicalRsq-X: A cross-cohort transferable genotype imputation quality metric Q Sun, Y Yang, JD Rosen, J Chen, X Li, W Guan, MZ Jiang, J Wen, ... The American Journal of Human Genetics 111 (5), 990-995, 2024 | | 2024 |
Multi-Omic Dissection of Complex Human Diseases and Traits MZ Jiang | | 2022 |