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GapClust is a light-weight approach distinguishing rare cells from voluminous single cell expression profiles

Nature communications, 2021-07, Vol.12 (1), p.4197-11, Article 4197

2021

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Mixture cure rate models with neural network estimated nonparametric components

Computational statistics, 2021-12, Vol.36 (4), p.2467-2489

2021

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Penalized spline estimation for panel count data model with time-varying coefficients

Computational statistics, 2021-12, Vol.36 (4), p.2413-2434

2021

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A fast iterative algorithm for high-dimensional differential network

Computational statistics, 2020-03, Vol.35 (1), p.95-109

2020

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Elastic Correlation Adjusted Regression (ECAR) scores for high dimensional variable importance measuring

Scientific reports, 2021-12, Vol.11 (1), p.23354-23354, Article 23354

2021

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High-dimensional mediation analysis in survival models

PLoS computational biology, 2020-04, Vol.16 (4), p.e1007768

2020

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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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Deep learning for differential diagnosis of malignant hepatic tumors based on multi-phase contrast-enhanced CT and clinical data

Journal of hematology and oncology, 2021-09, Vol.14 (1), p.1-154, Article 154

2021

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Variable selection for mixture and promotion time cure rate models

Statistical methods in medical research, 2018-07, Vol.27 (7), p.2185-2199

2018

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High-Dimensional Mediation Analysis Based on Additive Hazards Model for Survival Data

Frontiers in genetics, 2021-12, Vol.12, p.771932-771932

2021

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Variable selection for joint models with time-varying coefficients

Statistical methods in medical research, 2020-01, Vol.29 (1), p.309-322

2020

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Predicting long-term progression of Alzheimer's disease using a multimodal deep learning model incorporating interaction effects

Journal of translational medicine, 2024-03, Vol.22 (1), p.265-13, Article 265

2024

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Linear high-dimensional mediation models adjusting for confounders using propensity score method

Frontiers in genetics, 2022-10, Vol.13, p.961148-961148

2022

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Individualized red-cell transfusion strategy for non-cardiac surgery in adults: a randomized controlled trial

Chinese medical journal, 2023-12, Vol.136 (23), p.2857-2866

2023

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STS-BN: An efficient Bayesian network method for detecting causal SNPs

Frontiers in genetics, 2022-09, Vol.13, p.942464-942464

2022

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High-Dimensional Mediation Analysis With Confounders in Survival Models

Frontiers in genetics, 2021-06, Vol.12, p.688871

2021

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The association between air pollutant exposure and cerebral small vessel disease imaging markers with modifying effects of PRS-defined genetic susceptibility

Ecotoxicology and environmental safety, 2024-08, Vol.281, p.116638, Article 116638

2024

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Survival prediction of stomach cancer using expression data and deep learning models with histopathological images

Cancer science, 2023-02, Vol.114 (2), p.690-701

2023

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An Efficient and Easy-to-Use Network-Based Integrative Method of Multi-Omics Data for Cancer Genes Discovery

Frontiers in genetics, 2021-01, Vol.11, p.613033-613033

2021

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CT-based multimodal deep learning for non-invasive overall survival prediction in advanced hepatocellular carcinoma patients treated with immunotherapy

Insights into imaging, 2024-08, Vol.15 (1), p.214-13

2024

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Promotion time cure rate model with a neural network estimated nonparametric component

Statistics in medicine, 2021-07, Vol.40 (15), p.3516-3532

2021

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A kernel regression model for panel count data with nonparametric covariate functions

Biometrics, 2022-06, Vol.78 (2), p.586-597

2022

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A high-efficiency differential expression method for cancer heterogeneity using large-scale single-cell RNA-sequencing data

Frontiers in genetics, 2022-11, Vol.13, p.1063130-1063130

2022

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The use of statistics in heart rhythm research: a review

Heart rhythm, 2015-06, Vol.12 (6), p.1376-1386

2015

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A novel cost function for nuclei segmentation and classification in imbalanced histopathology data-sets

Computerized medical imaging and graphics, 2023-10, Vol.109, p.102296-102296, Article 102296

2023

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GapClust is a light-weight approach distinguishing rare cells from voluminous single cell expression profiles

Mixture cure rate models with neural network estimated nonparametric components

Penalized spline estimation for panel count data model with time-varying coefficients

A fast iterative algorithm for high-dimensional differential network

Elastic Correlation Adjusted Regression (ECAR) scores for high dimensional variable importance measuring

High-dimensional mediation analysis in survival models

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

Deep learning for differential diagnosis of malignant hepatic tumors based on multi-phase contrast-enhanced CT and clinical data

Variable selection for mixture and promotion time cure rate models

High-Dimensional Mediation Analysis Based on Additive Hazards Model for Survival Data

Variable selection for joint models with time-varying coefficients

Predicting long-term progression of Alzheimer's disease using a multimodal deep learning model incorporating interaction effects

Linear high-dimensional mediation models adjusting for confounders using propensity score method

Individualized red-cell transfusion strategy for non-cardiac surgery in adults: a randomized controlled trial

STS-BN: An efficient Bayesian network method for detecting causal SNPs

High-Dimensional Mediation Analysis With Confounders in Survival Models

The association between air pollutant exposure and cerebral small vessel disease imaging markers with modifying effects of PRS-defined genetic susceptibility

Survival prediction of stomach cancer using expression data and deep learning models with histopathological images

An Efficient and Easy-to-Use Network-Based Integrative Method of Multi-Omics Data for Cancer Genes Discovery

CT-based multimodal deep learning for non-invasive overall survival prediction in advanced hepatocellular carcinoma patients treated with immunotherapy

Promotion time cure rate model with a neural network estimated nonparametric component

A kernel regression model for panel count data with nonparametric covariate functions

A high-efficiency differential expression method for cancer heterogeneity using large-scale single-cell RNA-sequencing data

The use of statistics in heart rhythm research: a review

A novel cost function for nuclei segmentation and classification in imbalanced histopathology data-sets

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