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Xiaotong Shen

Explore the profile of Xiaotong Shen including associated specialties, affiliations and a list of published articles. Areas
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Articles 98
Citations 1040
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Recent Articles
1.
Ahn J, Noh Y, Hu M, Shen X, Simonetto D, Kamath P, et al.
Hepatology . 2025 Mar; PMID: 40067682
Background And Aims: Clinical hepatology research often faces limited data availability, underrepresentation of minority groups, and complex data-sharing regulations. Synthetic data-artificially generated patient records designed to mirror real-world distributions- offers...
2.
Chen L, Li C, Shen X, Pan W
J Am Stat Assoc . 2025 Feb; 119(548):2572-2584. PMID: 39980628
This article proposes a novel causal discovery and inference method called GrIVET for a Gaussian directed acyclic graph with unmeasured confounders. GrIVET consists of an order-based causal discovery method and...
3.
Ge X, Xing X, Wang X, Yin Y, Shen X, Ouyang J, et al.
Chem Commun (Camb) . 2025 Feb; 61(21):4164-4167. PMID: 39967488
Here, we developed a platform consisting of glass electrospray coupled with mass spectrometry (MS) to detect living cells cultured on glass slides. With a high electric voltage, the adherent cells...
4.
Wang M, Shen X, Pan W
J Mach Learn Res . 2025 Jan; 25. PMID: 39758585
This article presents a novel method for causal discovery with generalized structural equation models suited for analyzing diverse types of outcomes, including discrete, continuous, and mixed data. Causal discovery often...
5.
Hou Q, Zhang Y, Yang H, Wang Y, Xu Z, Lin J, et al.
Heliyon . 2024 Sep; 10(18):e37778. PMID: 39328519
Background: Hemoglobin (HGB) was the most important factors which could cause dysmenorrhea in women. Metals exposure and hemoglobin level in dysmenorrhea female was unclear. We aimed to explore the associations...
6.
Zhou Y, Liao Y, Fan L, Wei X, Huang Q, Yang C, et al.
Adv Sci (Weinh) . 2024 Sep; 11(42):e2406211. PMID: 39301916
As a structural protein of SARS-CoV-2, the envelope (E) protein not only plays a key role in the formation of viral particles, but also forms ion channels and has pathogenic...
7.
Zhou Y, Feng W, Yang C, Wei X, Fan L, Wu Y, et al.
J Med Virol . 2024 Sep; 96(9):e29891. PMID: 39223933
The ubiquitin-proteasome system is frequently employed to degrade viral proteins, thereby inhibiting viral replication and pathogenicity. Through an analysis of the degradation kinetics of all the SARS-CoV-2 proteins, our study...
8.
Li C, Shen X, Pan W
J Am Stat Assoc . 2024 Jul; 119(546):1205-1214. PMID: 39077372
This article introduces a causal discovery method to learn nonlinear relationships in a directed acyclic graph with correlated Gaussian errors due to confounding. First, we derive model identifiability under the...
9.
Wei X, Zhou Y, Shen X, Fan L, Liu D, Gao X, et al.
Acta Pharm Sin B . 2024 Jun; 14(6):2505-2519. PMID: 38828154
The nucleocapsid protein (NP) plays a crucial role in SARS-CoV-2 replication and is the most abundant structural protein with a long half-life. Despite its vital role in severe acute respiratory...
10.
Zhang Y, Shen X, Wang S
Stat Sin . 2024 Jun; 30(2):695-717. PMID: 38827270
Large economic and financial networks may experience stage-wise changes as a result of external shocks. To detect and infer a structural change, we consider an inference problem within a framework...