CytoTalk: De novo construction of signal transduction networks using single-cell transcriptomic data Y Hu, T Peng, L Gao, K Tan Science Advances 7 (16), eabf1356, 2021 | 78 | 2021 |
Evaluation and comparison of multi-omics data integration methods for cancer subtyping R Duan, L Gao, Y Gao, Y Hu, H Xu, M Huang, K Song, H Wang, Y Dong, ... PLoS computational biology 17 (8), e1009224, 2021 | 60 | 2021 |
Single-cell multiomics reveals increased plasticity, resistant populations, and stem-cell–like blasts in KMT2A-rearranged leukemia C Chen, W Yu, F Alikarami, Q Qiu, C Chen, J Flournoy, P Gao, Y Uzun, ... Blood, The Journal of the American Society of Hematology 139 (14), 2198-2211, 2022 | 52 | 2022 |
Optimal control nodes in disease-perturbed networks as targets for combination therapy Y Hu, C Chen, Y Ding, X Wen, B Wang, L Gao, K Tan Nature communications 10 (1), 2180, 2019 | 42 | 2019 |
Mechanisms of entrectinib resistance in a neuroblastoma xenograft model SP MacFarland, K Naraparaju, R Iyer, P Guan, V Kolla, Y Hu, K Tan, ... Molecular Cancer Therapeutics 19 (3), 920-926, 2020 | 23 | 2020 |
Inferring gene regulatory networks using conditional regulation pattern to guide candidate genes F Xiao, L Gao, Y Ye, Y Hu, R He PloS one 11 (5), e0154953, 2016 | 23 | 2016 |
LAceModule: identification of competing endogenous RNA modules by integrating dynamic correlation X Wen, L Gao, Y Hu Frontiers in genetics 11, 235, 2020 | 16 | 2020 |
Feature related multi-view nonnegative matrix factorization for identifying conserved functional modules in multiple biological networks P Wang, L Gao, Y Hu, F Li BMC bioinformatics 19, 1-13, 2018 | 14 | 2018 |
Network analysis reveals synergistic genetic dependencies for rational combination therapy in Philadelphia chromosome–like acute lymphoblastic leukemia YY Ding, H Kim, K Madden, JP Loftus, GM Chen, DH Allen, R Zhang, J Xu, ... Clinical Cancer Research 27 (18), 5109-5122, 2021 | 11 | 2021 |
Identifying cancer specific driver modules using a network-based method F Li, L Gao, P Wang, Y Hu Molecules 23 (5), 1114, 2018 | 9 | 2018 |
Detection of deregulated modules using deregulatory linked path Y Hu, L Gao, K Shi, DKY Chiu PloS one 8 (7), e70412, 2013 | 7 | 2013 |
Unsupervised and supervised discovery of tissue cellular neighborhoods from cell phenotypes Y Hu, J Rong, Y Xu, R Xie, J Peng, L Gao, K Tan Nature Methods 21 (2), 267-278, 2024 | 6 | 2024 |
CEPICS: a comparison and evaluation platform for integration methods in cancer subtyping R Duan, L Gao, H Xu, K Song, Y Hu, H Wang, Y Dong, C Zhang, S Jia Frontiers in Genetics 10, 966, 2019 | 6 | 2019 |
CytoTalk: De novo construction of signal transduction networks using single-cell RNA-Seq data Y Hu, T Peng, L Gao, K Tan Biorxiv, 2020.03. 29.014464, 2020 | 4 | 2020 |
Learning predictive models of tissue cellular neighborhoods from cell phenotypes with graph pooling Y Hu, J Rong, R Xie, Y Xu, J Peng, L Gao, K Tan bioRxiv, 2022.11. 06.515344, 2022 | 2 | 2022 |
Single-cell multi-omics reveals elevated plasticity and stem-cell-like blasts relevant to the poor prognosis of KMT2A-rearranged leukemia C Chen, W Yu, F Alikarami, Q Qiu, C Chen, J Flournoy, P Gao, Y Uzun, ... bioRxiv, 2020.12. 06.413930, 2020 | 2 | 2020 |
RobustCCC: a robustness evaluation tool for cell-cell communication methods C Zhang, L Gao, Y Hu, Z Huang Frontiers in Genetics 14, 1236956, 2023 | 1 | 2023 |
Efficient image denoising with heterogeneous kernel-based CNN Y Hu, C Tian, J Zhang, S Zhang Neurocomputing 592, 127799, 2024 | | 2024 |
Beaconet: A Reference‐Free Method for Integrating Multiple Batches of Single‐Cell Transcriptomic Data in Original Molecular Space H Xu, Y Ye, R Duan, Y Gao, Y Hu, L Gao Advanced Science, 2306770, 2024 | | 2024 |
Adjustment of scRNA-seq data to improve cell-type decomposition of spatial transcriptomics L Wang, Y Hu, L Gao Briefings in Bioinformatics 25 (2), bbae063, 2024 | | 2024 |