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Are you lost or incomplete?Do you feel like a puzzle, you can't find your missing piece?Tell me, how do you feel?Well, I feel like they're talking in a language I don't speakAnd they're talking it to me
So you take a picture of something you seeIn the future where will I be?You can climb a ladder up to the sunOr write a song nobody has sungOr do something that's never been doneOr do something that's never been done
Coldplay, Talk
So you take a picture of something you seeIn the future where will I be?You can climb a ladder up to the sunOr write a song nobody has sungOr do something that's never been doneOr do something that's never been done
Coldplay, Talk
Publications and Preprints
Publications and Preprints
Note: # denotes corresponding authors.
A unified framework for identification of cell-type-specific spatially variable genes in spatial transcriptomic studies. [software] [website]
Zhiwei Wang, Yeqin Zeng, Ziyue Tan, Yuheng Chen, Xinrui Huang, Hongyu Zhao#, Zhixiang Lin#, and Can Yang#.
Under review.
Benchmarking Mendelian randomization methods for causal inference using genome-wide association study summary statistics. [link] [medRxiv] [R code and datasets]
Xianghong Hu, Mingxuan Cai, Jiashun Xiao, Xiaomeng Wan, Zhiwei Wang, Hongyu Zhao#, and Can Yang#.
The American Journal of Human Genetics, 2024.
MFAI: A scalable Bayesian matrix factorization approach to leveraging auxiliary information. [link] [arXiv] [software] [website]
Zhiwei Wang, Fa Zhang, Cong Zheng, Xianghong Hu, Mingxuan Cai#, and Can Yang#.Â
Journal of Computational and Graphical Statistics, 2024.
XMAP: Cross-population fine-mapping by leveraging genetic diversity and accounting for confounding bias. [link] [bioRxiv] [software] [website]
Mingxuan Cai#, Zhiwei Wang, Jiashun Xiao, Xianghong Hu, Gang Chen, and Can Yang#.
Nature Communications, 2023.
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