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All papers authored by Xiaotong Shen

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2023 Li Chen

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, Xiaotong Shen

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, Wei Pan

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Discovery and Inference of a Causal Network with Hidden Confounding

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Yuchen Yao, Dipnil Charkraborty, Lin Zhang, Xiaotong Shen

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, Wei Pan

Deep causal feature extraction and inference with neuroimaging genetic data

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Haoran Xue

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, Xiaotong Shen

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, Wei Pan

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Causal Inference in Transcriptome-Wide Association Studies with Invalid Instruments and GWAS Summary Data

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Chunlin Li

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, Xiaotong Shen

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, Wei Pan

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Nonlinear Causal Discovery with Confounders

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Mykhaylo M. Malakhov, Ben Dai, Xiaotong T. Shen

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, Wei Pan

A bootstrap model comparison test for identifying genes with context-specific patterns of genetic regulation

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Rachel Zilinskas, Chunlin Li, Xiaotong Shen

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, Wei Pan, Tianzhong Yang

Inferring a directed acyclic graph of phenotypes from GWAS summary statistics

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2022 Mingyang Liu, Xiaotong Shen

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, Wei Pan

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Deep reinforcement learning for personalized treatment recommendation

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Ben Dai

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, Xiaotong Shen

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, Wei Pan

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Significance Tests of Feature Relevance for a Black-Box Learner

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2020 Mingyang Liu

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, Xiaotong Shen

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, Wei Pan

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Outcome weighted ψ ‐learning for individualized treatment rules

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Ben Dai

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, Xiaotong Shen

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Coupled generation*

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2019 Chunlin Li

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, Xiaotong Shen

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, Wei Pan

Likelihood Ratio Tests for a Large Directed Acyclic Graph

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