Publications by authors named "Somnath Datta"

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Integrating Multiple Clustering Techniques and Performance Measures via Ranking for scRNA-Seq Data.
Owen Visser, Somnath Datta

Stat Med· December 2025

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Inflammatory, White Matter, and Neurodegenerative Mechanisms in Fluid Ability Decrements in Chronic Mild-to-Moderate Traumatic Brain Injury.
Samantha H Penhale, Abigail B Waters, Shoumi Sarkar, Leah E McQuillan, John Maczuzak, Somnath Datta

J Neurotrauma· October 2025

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Linked alterations in structure and autoimmunity biomarkers in remote mild-to-moderate TBI: A multi-modal brain imaging study.
Abigail B Waters, Samantha H Penhale, Shoumi Sarkar, Somnath Datta, Damon G Lamb

Neuroimage Clin· September 2025

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Can the Unit Size Predict Outcomes? Testing for Informativeness in Three-Level Designs.
Samuel Anyaso-Samuel, Somnath Datta, Eva Roos, Jaakko Nevalainen

Stat Med· March 2025

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Comparing two hazard curves when there is a treatment time-lag effect.
Xiaoxi Zhang, Somnath Datta, Peihua Qiu

Stat Med· August 2024

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Testing for marginal covariate effect when the subgroup size induced by the covariate is informative.
Samuel Anyaso-Samuel, Somnath Datta

Stat Methods Med Res· July 2024

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Multiblock partial least squares and rank aggregation: Applications to detection of bacteriophages associated with antimicrobial resistance in the presence of potential confounding factors.
Shoumi Sarkar, Samuel Anyaso-Samuel, Peihua Qiu, Somnath Datta

Stat Med· June 2024

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Differential network connectivity analysis for microbiome data adjusted for clinical covariates using jackknife pseudo-values.
Seungjun Ahn, Somnath Datta

BMC Bioinformatics· March 2024

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Bilateral Subdiaphragmatic Vagal Nerve Stimulation Using a Novel Waveform Decreases Body Weight, Food Consumption, Adiposity, and Activity in Obesity-Prone Rats.
Monique Leinen, Elise F Grandy, Lourdes M Ubeira Gebel, Tahimi Machin Santana, Amanda L Rodriguez, Somnath Datta

Obes Surg· January 2024

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SOHPIE: statistical approach via pseudo-value information and estimation for differential network analysis of microbiome data.
Seungjun Ahn, Somnath Datta

Bioinformatics· January 2024

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Regression analysis of a future state entry time distribution conditional on a past state occupation in a progressive multistate model.
Yuting Yang, Samuel Wu, Somnath Datta

Stat Methods Med Res· December 2023

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PRANA: an R package for differential co-expression network analysis with the presence of additional covariates.
Seungjun Ahn, Somnath Datta

BMC Genomics· November 2023

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Pseudo-value regression of clustered multistate current status data with informative cluster sizes.
Samuel Anyaso-Samuel, Dipankar Bandyopadhyay, Somnath Datta

Stat Methods Med Res· August 2023

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Identification of shared biological features in four different lung cell lines infected with SARS-CoV-2 virus through RNA-seq analysis.
Xiaoxi Zhang, Seungjun Ahn, Peihua Qiu, Somnath Datta

Front Genet· August 2023

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Executive function improvement in response to meta-cognitive training in chronic mTBI / PTSD.
J Kay Waid-Ebbs, Pey-Shan Wen, Tyler Grimes, Somnath Datta, William M Perlstein

Front Rehabil Sci· July 2023

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Adjusting for informative cluster size in pseudo-value-based regression approaches with clustered time to event data.
Samuel Anyaso-Samuel, Somnath Datta

Stat Med· June 2023

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Analyzing dental fluorosis data using a novel Bayesian model for clustered longitudinal ordinal outcomes with an inflated category.
Tong Kang, Jeremy Gaskins, Steven Levy, Somnath Datta

Stat Med· March 2023

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Differential Co-Abundance Network Analyses for Microbiome Data Adjusted for Clinical Covariates Using Jackknife Pseudo-Values.
Seungjun Ahn, Somnath Datta

ArXiv· March 2023

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A pseudo-value regression approach for differential network analysis of co-expression data.
Seungjun Ahn, Tyler Grimes, Somnath Datta

BMC Bioinformatics· January 2023

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Selection of the optimal personalized treatment from multiple treatments with right-censored multivariate outcome measures.
Chathura Siriwardhana, K B Kulasekera, Somnath Datta

J Appl Stat· January 2023

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Frailty modeling under a selective sampling protocol: an application to type 1 diabetes related autoantibodies.
Jaakko Nevalainen, Somnath Datta, Jorma Toppari, Jorma Ilonen, Heikki Hyöty

Stat Med· December 2021

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A novel probabilistic generator for large-scale gene association networks.
Tyler Grimes, Somnath Datta

PLoS One· December 2021

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Trajectories of stroke recovery of impairment, function, and quality of life in response to 12-month mobility and fitness intervention.
Catherine Boissoneault, Dorian K Rose, Tyler Grimes, Michael F Waters, Anna Khanna, Somnath Datta

NeuroRehabilitation· December 2021

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The Analysis of Gene Expression Data Incorporating Tumor Purity Information.
Seungjun Ahn, Tyler Grimes, Somnath Datta

Front Genet· August 2021

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SeqNet: An R Package for Generating Gene-Gene Networks and Simulating RNA-Seq Data.
Tyler Grimes, Somnath Datta

J Stat Softw· July 2021

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