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Genomics
How to improve polygenic prediction from whole-genome sequencing data by leveraging predicted epigenomic features?
Wanwen Zeng, Hanmin Guo, Qiao Liu, Wing Hung Wong. medRxiv, 2024.
Wanwen Zeng
,
Hanmin Guo
,
Qiao Liu
,
Wing Hung Wong
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Code
DOI
Leveraging genomic large language models to enhance causal genotype-brain-clinical pathways in Alzheimer's disease
Qiao Liu*
, Wanwen Zeng*, Hongtu Zhu, Lexin Li, Wing Hung Wong. medRxiv, 2024.
Qiao Liu
,
Wanwen Zeng
,
Hongtu Zhu
,
Lexin Li
,
Wing Hung Wong
PDF
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Code
DOI
CREATE: cell-type-specific cis-regulatory elements identification via discrete embedding
Xuejian Cui, Qijin Yin, Zijing Gao, Zhen Li, Xiaoyang Chen, Shengquan Chen, Qiao Liu, Wanwen Zeng, Rui Jiang. bioRxiv, 2024.
Xuejian Cui
,
Qijin Yin
,
Zijing Gao
,
Zhen Li
,
Xiaoyang Chen
,
Shengquan Chen
,
Qiao Liu
,
Wanwen Zeng
,
Rui Jiang
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Code
DOI
EpiGePT: a Pretrained Transformer model for epigenomics
Zijing Gao*,
Qiao Liu*,
†
, Wanwen Zeng, Rui Jiang
†
, Wing Hung Wong
†
. bioRxiv, 2024 (minor revision at Genome Biology).
Zijing Gao
,
Qiao Liu
,
Wanwen Zeng
,
Rui Jiang
,
Wing Hung Wong
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Code
DOI
Comprehensive tissue deconvolution of cell-free DNA by deep learning for disease diagnosis and monitoring
Li et al., PNAS, 2023.
Shuo Li
,
Xiaohui Ni
,
Qiao Liu
,
Wenyuan Li
,
Mary L. Stackpole
,
..
,
Wing Hung Wong
,
Steven M. Dubinett SDubinett
,
Xianghong Jasmine Zhou
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Code
Dataset
DOI
Applications of transformer-based language models in bioinformatics: a survey
Shuang Zhang, Yuti Liu, Shuang Chen, Qiao Liu, Wanwen Zeng. Bioinformatics Advances, 2023.
Shuang Zhang
,
Rui Fan
,
Yuti Liu
,
Shuang Chen
,
Qiao Liu
,
Wanwen Zeng
Cite
DOI
Deep generative modeling and clustering of single cell Hi-C data
Qiao Liu, Wanwen Zeng, Wei Zhang, Sicheng Wang, Hongyang Chen, Rui Jiang, Mu Zhou, Shaoting Zhang. Brief. Bioinform, 2022.
Qiao Liu
,
Wanwen Zeng
,
Wei Zhang
,
Sicheng Wang
,
Hongyang Chen
,
Rui Jiang
,
Mu Zhou
,
Shaoting Zhang
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Code
DOI
HiChIPdb: a comprehensive database of HiChIP regulatory interactions
Wanwen Zeng*,
Qiao Liu*
, Qijin Yin*, Rui Jiang, Wing Hung Wong.
Nucleic Acids Research
, 2022.
Wanwen Zeng
,
Qiao Liu
,
Qijin Yin
,
Rui Jiang
,
Wing Hung Wong
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Project
DOI
Regulatory analysis of single cell multiome gene expression and chromatin accessibility data with scREG
Zhana Duren, Fengge Chang, Fnu Naqing, Jingxue Xin, Qiao Liu, Wing Hung Wong. Genome Biology, 2022.
Zhana Duren
,
Fengge Chang
,
Fnu Naqing
,
Jingxue Xin
,
Qiao Liu
,
Wing Hung Wong
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Code
DOI
DualGCN: a dual graph convolutional network model to predict cancer drug response
Tianxing Ma, Qiao Liu, Haochen Li, Mu Zhou, Rui Jiang & Xuegong Zhang. BMC Bioinformatics, 2022.
Tianxing Ma
,
Qiao Liu
,
Haochen Li
,
Mu Zhou
,
Rui Jiang
,
Xuegong Zhang
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Code
DOI
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