Publications by authors named "George Linderman"

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Regression-based Proximal Causal Inference for Right-censored Time-to-event Data.
Kendrick Qijun Li, George C Linderman, Xu Shi, Eric J Tchetgen Tchetgen

Epidemiology· September 2025

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Quantifying Blood Pressure Visit-to-Visit Variability in the Real-World Setting: A Retrospective Cohort Study.
Yuan Lu, George C Linderman, Shiwani Mahajan, Yuntian Liu, Chenxi Huang

Circ Cardiovasc Qual Outcomes· April 2023

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Improved outcomes using laparoscopy for emergency colectomy after mitigating bias by negative control exposure analysis.
George C Linderman, Winston Lin, Mansi R Sanghvi, Robert D Becher, Adrian A Maung

Surgery· February 2022

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Zero-preserving imputation of single-cell RNA-seq data.
George C Linderman, Jun Zhao, Manolis Roulis, Piotr Bielecki, Richard A Flavell

Nat Commun· January 2022

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Increased mortality with resuscitative endovascular balloon occlusion of the aorta only mitigated by strong unmeasured confounding: An expanded analysis using the National Trauma Data Bank.
George C Linderman, Winston Lin, Robert D Becher, Adrian A Maung, Bishwajit Bhattacharya

J Trauma Acute Care Surg· November 2021

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Authors' response to the letter to the editor by McDonough and Dimitrakoff.
George C Linderman, Kevin M Schuster

J Trauma Acute Care Surg· November 2021

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Dimensionality Reduction of Single-Cell RNA-Seq Data.
George C Linderman

Methods Mol Biol· June 2021

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Initialization is critical for preserving global data structure in both t-SNE and UMAP.
Dmitry Kobak, George C Linderman

Nat Biotechnol· February 2021

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Protocol for project recovery after cardiac surgery: a single-center cohort study leveraging digital platform to characterise longitudinal patient-reported postoperative recovery patterns.
Makoto Mori, Cornell Brooks, Erica Spatz, Bobak J Mortazavi, Sanket S Dhruva, George C Linderman

BMJ Open· September 2020

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Randomized near-neighbor graphs, giant components and applications in data science.
George C Linderman, Gal Mishne, Ariel Jaffe, Yuval Kluger, Stefan Steinerberger

J Appl Probab· June 2020

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Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations.
Dmitry Kobak, George Linderman, Stefan Steinerberger, Yuval Kluger, Philipp Berens

Mach Learn Knowl Discov Databases· April 2020

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NUMERICAL INTEGRATION ON GRAPHS: WHERE TO SAMPLE AND HOW TO WEIGH.
George C Linderman, Stefan Steinerberger

Math Comput· January 2020

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Single-cell connectomic analysis of adult mammalian lungs.
Micha Sam Brickman Raredon, Taylor Sterling Adams, Yasir Suhail, Jonas Christian Schupp, Sergio Poli, George Linderman

Sci Adv· December 2019

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The Proximal Humeral Ossification System Improves Assessment of Maturity in Patients with Scoliosis.
Don T Li, George C Linderman, Jonathan J Cui, Stephen DeVries, Allen D Nicholson

J Bone Joint Surg Am· October 2019

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Clustering with t-SNE, provably.
George C Linderman, Stefan Steinerberger

SIAM J Math Data Sci· May 2019

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Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq data.
George C Linderman, Manas Rachh, Jeremy G Hoskins, Stefan Steinerberger, Yuval Kluger

Nat Methods· March 2019

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Single-Cell Analysis Reveals a Hair Follicle Dermal Niche Molecular Differentiation Trajectory that Begins Prior to Morphogenesis.
Khusali Gupta, Jonathan Levinsohn, George Linderman, Demeng Chen, Thomas Yang Sun

Dev Cell· January 2019

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Association of Body Mass Index With Blood Pressure Among 1.7 Million Chinese Adults.
George C Linderman, Jiapeng Lu, Yuan Lu, Xin Sun, Wei Xu

JAMA Netw Open· August 2018

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Prevalence, awareness, treatment, and control of hypertension in China: data from 1·7 million adults in a population-based screening study (China PEACE Million Persons Project).
Jiapeng Lu, Yuan Lu, Xiaochen Wang, Xinyue Li, George C Linderman

Lancet· December 2017

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Algorithm 971: An Implementation of a Randomized Algorithm for Principal Component Analysis.
Huamin Li, George C Linderman, Arthur Szlam, Kelly P Stanton, Yuval Kluger

ACM Trans Math Softw· January 2017

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3-D Stent Detection in Intravascular OCT Using a Bayesian Network and Graph Search.
Zhao Wang, Michael W Jenkins, George C Linderman, Hiram G Bezerra, Yusuke Fujino

IEEE Trans Med Imaging· July 2015

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MAGNET: MicroArray Gene expression and Network Evaluation Toolkit.
George C Linderman, Mark R Chance, Gurkan Bebek

Nucleic Acids Res· July 2012

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BiC: a web server for calculating bimodality of coexpression between gene and protein networks.
George C Linderman, Vishal N Patel, Mark R Chance, Gurkan Bebek

Bioinformatics· April 2011

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