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Lin Liu

Harvard University

1875 Cambridge Street

Cambridge, MA 02138

United States

  • Harvard University

SCHOLARLY PAPERS

2

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141

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Scholarly Papers (2)

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1.

Why Interpretable Causal Inference is Important for High-Stakes Medical Decision Making in Neurology and How to Do it

Number of pages: 31 Posted: 25 Mar 2022
Harsh Parikh, Kentaro Hoffman, Haoqi Sun, Wendong Ge, Jin Jing, Lin Liu, Jimeng Sun, Sahar F. Zafar, Aaron F. Struck, Alexander Volfovksy, Cynthia Rudin and M. Brandon Westover
Duke University - Duke University School of Law, University of North Carolina (UNC) at Chapel Hill - Department of Statistics, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University, University of Illinois at Chicago - Grainger College of Engineering, Harvard University - Department of Neurology, University of Wisconsin-Madison - Department of Neurology, Duke University - Duke University School of Law, Duke University - Department of Computer Science and Harvard University - Department of Neurology
Downloads 128 (569,079)

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Interpretability, Causal Inference, Machine Learning, Seizures, Critical Care, Epileptiform Activity

2.

Ultra-Scalable Dimension Reduction for High-Resolution Spatial Transcriptomics via GraphPCA-Turbo

Number of pages: 36 Posted: 06 May 2026
Jiyuan Yang, Jinglin Qi, Xinyi Jiang, Xu Chen, Lin Liu, Xiaoqi Zheng and Sneak Peek Administrator
Shanghai Jiao Tong University (SJTU), Shanghai Normal University, Shanghai Normal University, Shanghai Jiao Tong University (SJTU), Harvard University, Shanghai Jiao Tong University (SJTU) and Independent
Downloads 13 (1,541,665)

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Spatial transcriptomics, dimension reduction, GraphPCA-Turbo