Meng Zhou

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Differential Diagnosis

Top Venues

Briefings Bioinform.

Comput. Biol. Medicine

J. Chem. Inf. Model.

Publications

Hongyan Chen, Dongxue Yan, Jie Sun, Meng Zhou
Inference of Developmental Hierarchy and Functional States of Exhausted T Cells from Epigenetic Profiles with Deep Learning. J. Chem. Inf. Model. 64 (8) (2024)
Ke Xu, Shenghai Huang, Zijian Yang, Yibo Zhang, Ye Fang, Gongwei Zheng, Bin Lin, Meng Zhou, Jie Sun
Automatic detection and differential diagnosis of age-related macular degeneration from color fundus photographs using deep learning with hierarchical vision transformer. Comput. Biol. Medicine 167 (2023)
Zijian Yang, Yibo Zhang, Ke Xu, Jie Sun, Yue Wu, Meng Zhou
DeepDrRVO: A GAN-auxiliary two-step masked transformer framework benefits early recognition and differential diagnosis of retinal vascular occlusion from color fundus photographs. Comput. Biol. Medicine 163 (2023)
Siqi Bao, Ke Li, Congcong Yan, Zicheng Zhang, Jia Qu, Meng Zhou
Deep learning-based advances and applications for single-cell RNA-sequencing data analysis. Briefings Bioinform. 23 (1) (2022)
Chuanxing Li, Jing Gao, Zicheng Zhang, Lu Chen, Xun Li, Meng Zhou, Åsa M. Wheelock
Multiomics integration-based molecular characterizations of COVID-19. Briefings Bioinform. 23 (1) (2022)
Ping Hou, Siqi Bao, Dandan Fan, Congcong Yan, Jianzhong Su, Jia Qu, Meng Zhou
Machine learning-based integrative analysis of methylome and transcriptome identifies novel prognostic DNA methylation signature in uveal melanoma. Briefings Bioinform. 22 (4) (2021)
Hengqiang Zhao, Shanshan Gu, Siqi Bao, Congcong Yan, Zicheng Zhang, Ping Hou, Meng Zhou, Jie Sun
Mechanistically derived patient-level framework for precision medicine identifies a personalized immune prognostic signature in high-grade serous ovarian cancer. Briefings Bioinform. 22 (3) (2021)
Zicheng Zhang, Siqi Bao, Congcong Yan, Ping Hou, Meng Zhou, Jie Sun
Computational principles and practice for decoding immune contexture in the tumor microenvironment. Briefings Bioinform. 22 (3) (2021)
Meng Zhou, Zicheng Zhang, Siqi Bao, Ping Hou, Congcong Yan, Jianzhong Su, Jie Sun
Computational recognition of lncRNA signature of tumor-infiltrating B lymphocytes with potential implications in prognosis and immunotherapy of bladder cancer. Briefings Bioinform. 22 (3) (2021)
Siqi Bao, Hengqiang Zhao, Jian Yuan, Dandan Fan, Zicheng Zhang, Jianzhong Su, Meng Zhou
Computational identification of mutator-derived lncRNA signatures of genome instability for improving the clinical outcome of cancers: a case study in breast cancer. Briefings Bioinform. 21 (5) (2020)
Fulong Yu, Kai Li, Shuangquan Li, Jiaqi Liu, Yan Zhang, Meng Zhou, Hengqiang Zhao, Hongyan Chen, Nan Wu, Zhihua Liu, Jianzhong Su
CFEA: a cell-free epigenome atlas in human diseases. Nucleic Acids Res. 48 (Database-Issue) (2020)
Hong Wang, Xiaoyan Lu, Fukun Chen, Yu Ding, Hewei Zheng, Lianzong Wang, Guosi Zhang, Jiaxin Yang, Yu Bai, Jing Li, Jingqi Wu, Meng Zhou, Liangde Xu
Landscape of SNPs-mediated lncRNA structural variations and their implication in human complex diseases. Briefings Bioinform. 21 (1) (2020)
Yan Zhang, Yaru Zhang, Jun Hu, Ji Zhang, Fangjie Guo, Meng Zhou, Guijun Zhang, Fulong Yu, Jianzhong Su
scTPA: a web tool for single-cell transcriptome analysis of pathway activation signatures. Bioinform. 36 (14) (2020)
Meng Zhou, Hengqiang Zhao, Xinyu Wang, Jie Sun, Jianzhong Su
Analysis of long noncoding RNAs highlights region-specific altered expression patterns and diagnostic roles in Alzheimer's disease. Briefings Bioinform. 20 (2) (2019)
Liang Cheng, Yang Hu, Jie Sun, Meng Zhou, Qinghua Jiang
DincRNA: a comprehensive web-based bioinformatics toolkit for exploring disease associations and ncRNA function. Bioinform. 34 (11) (2018)
Dapeng Hao, Chuanxing Li, Shaojun Zhang, Jianping Lu, Yongshuai Jiang, Shiyuan Wang, Meng Zhou
Network-based analysis of genotype-phenotype correlations between different inheritance modes. Bioinform. 30 (22) (2014)
Jing Li, Chunquan Li, Junwei Han, Chunlong Zhang, Desi Shang, Qianlan Yao, Yunpeng Zhang, Yanjun Xu, Wei Liu, Meng Zhou, Haixiu Yang, Fei Su, Xia Li
The detection of risk pathways, regulated by miRNAs, via the integration of sample-matched miRNA-mRNA profiles and pathway structure. J. Biomed. Informatics 49 (2014)
Qianghu Wang, Jie Sun, Meng Zhou, Haixiu Yang, Yan Li, Xiang Li, Sali Lv, Xia Li, Yixue Li
A novel network-based method for measuring the functional relationship between gene sets. Bioinform. 27 (11) (2011)