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A Selective Review of Group Selection in High-Dimensional Models

Statistical science, 2012-11, Vol.27 (4), p.481-499

2012

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ZINBMM: a general mixture model for simultaneous clustering and gene selection using single-cell transcriptomic data

Genome Biology, 2023-09, Vol.24 (1), p.1-28, Article 208

2023

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Asymptotic Properties of Bridge Estimators in Sparse High-Dimensional Regression Models

The Annals of statistics, 2008-04, Vol.36 (2), p.587-613

2008

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Birth weight reference percentiles for Chinese

PloS one, 2014-08, Vol.9 (8), p.e104779-e104779

2014

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A Selective Review of Multi-Level Omics Data Integration Using Variable Selection

High-throughput, 2019-01, Vol.8 (1), p.4

2019

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Thyroid-Stimulating Hormone, Thyroid Hormones, and Risk of Papillary Thyroid Cancer: A Nested Case-Control Study

Cancer epidemiology, biomarkers & prevention, 2017-08, Vol.26 (8), p.1209-1218

2017

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Promoting sign consistency in the cure model estimation and selection

Statistical methods in medical research, 2020-01, Vol.29 (1), p.15-28

2020

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Exome sequencing identifies recurrent mutations in NF1 and RASopathy genes in sun-exposed melanomas

Nature genetics, 2015-09, Vol.47 (9), p.996-1002

2015

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Racial differences in testicular cancer in the United States: descriptive epidemiology

BMC cancer, 2020-04, Vol.20 (1), p.284-284, Article 284

2020

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Life Expectancy after Myocardial Infarction, According to Hospital Performance

The New England journal of medicine, 2016-10, Vol.375 (14), p.1332-1342

2016

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Prediction Consistency Regularization for Learning with Noise Labels Based on Contrastive Clustering

Entropy (Basel, Switzerland), 2024-04, Vol.26 (4), p.308

2024

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Penalized feature selection and classification in bioinformatics

Briefings in bioinformatics, 2008-09, Vol.9 (5), p.392-403

2008

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Exome sequencing identifies recurrent somatic RAC1 mutations in melanoma

Nature genetics, 2012-09, Vol.44 (9), p.1006-1014

2012

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Associations of physical activity and screen time with suboptimal health status and sleep quality among Chinese college freshmen: A cross-sectional study

PloS one, 2020-09, Vol.15 (9), p.e0239429-e0239429

2020

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CTHRC1+ fibroblasts and SPP1+ macrophages synergistically contribute to pro-tumorigenic tumor microenvironment in pancreatic ductal adenocarcinoma

Scientific reports, 2024-07, Vol.14 (1), p.17412-15, Article 17412

2024

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Histopathological imaging features- versus molecular measurements-based cancer prognosis modeling

Scientific reports, 2020-09, Vol.10 (1), p.15030-15030, Article 15030

2020

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Vertical integration methods for gene expression data analysis

Briefings in bioinformatics, 2021-05, Vol.22 (3)

2021

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HEARTSVG: a fast and accurate method for identifying spatially variable genes in large-scale spatial transcriptomics

Nature communications, 2024-07, Vol.15 (1), p.5700-14, Article 5700

2024

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Supervised group Lasso with applications to microarray data analysis

BMC bioinformatics, 2007-02, Vol.8 (1), p.60-60, Article 60

2007

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Racial differences in three major NHL subtypes: Descriptive epidemiology

Cancer epidemiology, 2015-02, Vol.39 (1), p.8-13

2015

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Association between lifestyle factors and suboptimal health status among Chinese college freshmen: a cross-sectional study

BMC public health, 2018-01, Vol.18 (1), p.105-105, Article 105

2018

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Analyzing cancer gene expression data through the lens of normal tissue-specificity

PLoS computational biology, 2021-06, Vol.17 (6), p.e1009085-e1009085

2021

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Survival Analysis in Medicine and Genetics

1, 2013

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Partial Hepatectomy and Ablation for Survival of Early-Stage Hepatocellular Carcinoma Patients: A Bayesian Emulation Analysis

Life (Basel, Switzerland), 2024-06, Vol.14 (6), p.661

2024

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Descriptions of self-treatment for the middle-aged and elderly in Shanxi, China

PloS one, 2018-06, Vol.13 (6), p.e0198554-e0198554

2018

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A Selective Review of Group Selection in High-Dimensional Models

ZINBMM: a general mixture model for simultaneous clustering and gene selection using single-cell transcriptomic data

Asymptotic Properties of Bridge Estimators in Sparse High-Dimensional Regression Models

Birth weight reference percentiles for Chinese

A Selective Review of Multi-Level Omics Data Integration Using Variable Selection

Thyroid-Stimulating Hormone, Thyroid Hormones, and Risk of Papillary Thyroid Cancer: A Nested Case-Control Study

Promoting sign consistency in the cure model estimation and selection

Exome sequencing identifies recurrent mutations in NF1 and RASopathy genes in sun-exposed melanomas

Racial differences in testicular cancer in the United States: descriptive epidemiology

Life Expectancy after Myocardial Infarction, According to Hospital Performance

Prediction Consistency Regularization for Learning with Noise Labels Based on Contrastive Clustering

Penalized feature selection and classification in bioinformatics

Exome sequencing identifies recurrent somatic RAC1 mutations in melanoma

Associations of physical activity and screen time with suboptimal health status and sleep quality among Chinese college freshmen: A cross-sectional study

CTHRC1+ fibroblasts and SPP1+ macrophages synergistically contribute to pro-tumorigenic tumor microenvironment in pancreatic ductal adenocarcinoma

Histopathological imaging features- versus molecular measurements-based cancer prognosis modeling

Vertical integration methods for gene expression data analysis

HEARTSVG: a fast and accurate method for identifying spatially variable genes in large-scale spatial transcriptomics

Supervised group Lasso with applications to microarray data analysis

Racial differences in three major NHL subtypes: Descriptive epidemiology

Association between lifestyle factors and suboptimal health status among Chinese college freshmen: a cross-sectional study

Analyzing cancer gene expression data through the lens of normal tissue-specificity

Survival Analysis in Medicine and Genetics

Partial Hepatectomy and Ablation for Survival of Early-Stage Hepatocellular Carcinoma Patients: A Bayesian Emulation Analysis

Descriptions of self-treatment for the middle-aged and elderly in Shanxi, China

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