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Estimation of causal effects of multiple treatments in observational studies with a binary outcome

Statistical methods in medical research, 2020-11, Vol.29 (11), p.3218-3234

2020

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Evaluating the Impact of New York’s Executive Order on Face Mask Use on COVID-19 Cases and Mortality: a Comparative Interrupted Times Series Study

Journal of general internal medicine : JGIM, 2021-04, Vol.36 (4), p.985-989

2021

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Tree-Based Machine Learning to Identify and Understand Major Determinants for Stroke at the Neighborhood Level

Journal of the American Heart Association, 2020-11, Vol.9 (22), p.e016745

2020

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Identifying and assessing the impact of key neighborhood-level determinants on geographic variation in stroke: a machine learning and multilevel modeling approach

BMC public health, 2020-11, Vol.20 (1), p.1666-1666, Article 1666

2020

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Genome-Wide Identification and Characterization of Calcium-Dependent Protein Kinase ( CDPK ) and CDPK-Related Kinase ( CRK ) Gene Families in Medicago truncatula

International journal of molecular sciences, 2021-01, Vol.22 (3), p.1044

2021

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Variable selection with missing data in both covariates and outcomes: Imputation and machine learning

Statistical methods in medical research, 2021-12, Vol.30 (12), p.2651-2671

2021

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Spatiotemporal Evolution of the Carbon Fluxes from Bamboo Forests and their Response to Climate Change Based on a BEPS Model in China

Remote sensing (Basel, Switzerland), 2022-01, Vol.14 (2), p.366

2022

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ProTrack: An Interactive Multi‐Omics Data Browser for Proteogenomic Studies

Proteomics (Weinheim), 2020-11, Vol.20 (21-22), p.e1900359-n/a

2020

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A flexible approach for variable selection in large-scale healthcare database studies with missing covariate and outcome data

BMC medical research methodology, 2022-05, Vol.22 (1), p.132-132, Article 132

2022

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Machine learning to identify and understand key factors for provider-patient discussions about smoking

Preventive medicine reports, 2020-12, Vol.20, p.101238-101238, Article 101238

2020

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MiXcan: a framework for cell-type-aware transcriptome-wide association studies with an application to breast cancer

Nature communications, 2023-01, Vol.14 (1), p.377-377, Article 377

2023

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Remote Sensing Estimation of Bamboo Forest Aboveground Biomass Based on Geographically Weighted Regression

Remote sensing (Basel, Switzerland), 2021-08, Vol.13 (15), p.2962

2021

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The miR408a-BBP-LAC3/CSD1 module regulates anthocyanin biosynthesis mediated by crosstalk between copper homeostasis and ROS homeostasis during light induction in Malus plants

Journal of advanced research, 2023-09, Vol.51, p.27-44

2023

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Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys

Cancer medicine (Malden, MA), 2020-09, Vol.9 (17), p.6430-6451

2020

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Estimating heterogeneous survival treatment effect in observational data using machine learning

Statistics in medicine, 2021-09, Vol.40 (21), p.4691-4713

2021

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Towards local visual modeling for image captioning

Pattern recognition, 2023-06, Vol.138, p.109420, Article 109420

2023

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Mathematically modeling action potentials in myelinated neurons to examine the role of myelin, ion channel density, and myelinated lengths on conduction

IOP conference series. Earth and environmental science, 2021-02, Vol.657 (1), p.12114

Ji, Jiayi

2021

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Post-anticoagulant D-dimer is a highly prognostic biomarker of COVID-19 mortality

ERJ open research, 2021-07, Vol.7 (3), p.18

2021

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iProMix: A Mixture Model for Studying the Function of ACE2 based on Bulk Proteogenomic Data

Journal of the American Statistical Association, 2023, Vol.118 (541), p.43-55

2023

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RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, p.15460-15469

2021

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IEEE_Xplore

764 MACHINE LEARNING IDENTIFIES NOVEL BLOOD PROTEOMIC PREDICTORS OF PENETRATING AND STRICTURING COMPLICATIONS IN NEWLY DIAGNOSED PEDIATRIC CROHN'S DISEASE

Gastroenterology (New York, N.Y. 1943), 2020-05, Vol.158 (6), p.S-158-S-159

2020

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Knowing What to Learn: A Metric-Oriented Focal Mechanism for Image Captioning

IEEE transactions on image processing, 2022, Vol.31, p.4321-4335

2022

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IEEE_Xplore

New frontiers against sorafenib resistance in renal cell carcinoma: From molecular mechanisms to predictive biomarkers

Pharmacological research, 2021-08, Vol.170, p.105732-105732, Article 105732

2021

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Knowing What it is: Semantic-Enhanced Dual Attention Transformer

IEEE transactions on multimedia, 2023, Vol.25, p.3723-3736

2023

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IEEE_Xplore

CIMTx: An R Package for Causal Inference with Multiple Treatments using Observational Data

The R journal, 2022-12, Vol.14 (3), p.213-230

2022

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Estimation of causal effects of multiple treatments in observational studies with a binary outcome

Evaluating the Impact of New York’s Executive Order on Face Mask Use on COVID-19 Cases and Mortality: a Comparative Interrupted Times Series Study

Tree-Based Machine Learning to Identify and Understand Major Determinants for Stroke at the Neighborhood Level

Identifying and assessing the impact of key neighborhood-level determinants on geographic variation in stroke: a machine learning and multilevel modeling approach

Genome-Wide Identification and Characterization of Calcium-Dependent Protein Kinase ( CDPK ) and CDPK-Related Kinase ( CRK ) Gene Families in Medicago truncatula

Variable selection with missing data in both covariates and outcomes: Imputation and machine learning

Spatiotemporal Evolution of the Carbon Fluxes from Bamboo Forests and their Response to Climate Change Based on a BEPS Model in China

ProTrack: An Interactive Multi‐Omics Data Browser for Proteogenomic Studies

A flexible approach for variable selection in large-scale healthcare database studies with missing covariate and outcome data

Machine learning to identify and understand key factors for provider-patient discussions about smoking

MiXcan: a framework for cell-type-aware transcriptome-wide association studies with an application to breast cancer

Remote Sensing Estimation of Bamboo Forest Aboveground Biomass Based on Geographically Weighted Regression

The miR408a-BBP-LAC3/CSD1 module regulates anthocyanin biosynthesis mediated by crosstalk between copper homeostasis and ROS homeostasis during light induction in Malus plants

Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys

Estimating heterogeneous survival treatment effect in observational data using machine learning

Towards local visual modeling for image captioning

Mathematically modeling action potentials in myelinated neurons to examine the role of myelin, ion channel density, and myelinated lengths on conduction

Post-anticoagulant D-dimer is a highly prognostic biomarker of COVID-19 mortality

iProMix: A Mixture Model for Studying the Function of ACE2 based on Bulk Proteogenomic Data

RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words

764 MACHINE LEARNING IDENTIFIES NOVEL BLOOD PROTEOMIC PREDICTORS OF PENETRATING AND STRICTURING COMPLICATIONS IN NEWLY DIAGNOSED PEDIATRIC CROHN'S DISEASE

Knowing What to Learn: A Metric-Oriented Focal Mechanism for Image Captioning

New frontiers against sorafenib resistance in renal cell carcinoma: From molecular mechanisms to predictive biomarkers

Knowing What it is: Semantic-Enhanced Dual Attention Transformer

CIMTx: An R Package for Causal Inference with Multiple Treatments using Observational Data

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