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Controlling Multiple COVID-19 Epidemic Waves: An Insight from a Multi-scale Model Linking the Behaviour Change Dynamics to the Disease Transmission Dynamics

Bulletin of mathematical biology, 2022-10, Vol.84 (10), p.106-106, Article 106

2022

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RegNetwork: an integrated database of transcriptional and post-transcriptional regulatory networks in human and mouse

Database : the journal of biological databases and curation, 2015, Vol.2015, p.bav095

2015

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On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics

SIAM review, 2011-01, Vol.53 (1), p.3-39

2011

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A novel NIH research grant recommender using BERT

PloS one, 2023-01, Vol.18 (1), p.e0278636-e0278636

2023

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Sparse Additive Ordinary Differential Equations for Dynamic Gene Regulatory Network Modeling

Journal of the American Statistical Association, 2014-06, Vol.109 (506), p.700-716

2014

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Bayesian history matching of complex infectious disease models using emulation: a tutorial and a case study on HIV in Uganda

PLoS computational biology, 2015-01, Vol.11 (1), p.e1003968-e1003968

2015

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SIEVE ESTIMATION OF CONSTANT AND TIME-VARYING COEFFICIENTS IN NONLINEAR ORDINARY DIFFERENTIAL EQUATION MODELS BY CONSIDERING BOTH NUMERICAL ERROR AND MEASUREMENT ERROR

The Annals of statistics, 2010-08, Vol.38 (4), p.2351-2387

2010

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Hierarchical Bayesian Methods for Estimation of Parameters in a Longitudinal HIV Dynamic System

Biometrics, 2006-06, Vol.62 (2), p.413-423

2006

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Scholarly recommendation system for NIH funded grants based on biomedical word embedding models

Natural Language Processing Journal, 2024-09, Vol.8, p.100095, Article 100095

2024

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Statistics and Machine Learning Methods for EHR Data: From Data Extraction to Data Analytics

1, 2021

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A big data pipeline: Identifying dynamic gene regulatory networks from time-course Gene Expression Omnibus data with applications to influenza infection

Statistical methods in medical research, 2018-07, Vol.27 (7), p.1930-1955

2018

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Neural Generalized Ordinary Differential Equations with Layer-Varying Parameters

Journal of Data Science, 2024-01, Vol.22 (1), p.10-24

2024

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Preparation of Core-Shell-Structured RDX@PVDF Microspheres with Improved Thermal Stability and Decreased Mechanical Sensitivity

Polymers, 2022-10, Vol.14 (20), p.4262

2022

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Nonparametric Regression Methods for Longitudinal Data Analysis: Mixed-Effects Modeling Approaches

1, 2006

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Quantifying the Early Immune Response and Adaptive Immune Response Kinetics in Mice Infected with Influenza A Virus

Journal of Virology, 2010-07, Vol.84 (13), p.6687-6698

2010

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High-Dimensional ODEs Coupled With Mixed-Effects Modeling Techniques for Dynamic Gene Regulatory Network Identification

Journal of the American Statistical Association, 2011-12, Vol.106 (496), p.1242-1258

2011

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Retention, adherence, and acceptability testing of a digital health intervention in a 3-group randomized controlled trial for chronic musculoskeletal pain

Complementary therapies in medicine, 2024-05, Vol.81, p.103030-103030, Article 103030

2024

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High-dimensional linear state space models for dynamic microbial interaction networks

PloS one, 2017-11, Vol.12 (11), p.e0187822-e0187822

2017

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Effect of Temperature Cycling Pretreatment on the Thermal Stability of Sm2(Co, Fe, Zr, Cu)17 Magnets in the Mild Temperature Range

Materials, 2022-12, Vol.15 (24), p.8830

2022

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Machine learning to predict mortality for aneurysmal subarachnoid hemorrhage (aSAH) using a large nationwide EHR database

PLOS digital health, 2023-12, Vol.2 (12), p.e0000400-e0000400

2023

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Modeling genome-wide dynamic regulatory network in mouse lungs with influenza infection using high-dimensional ordinary differential equations

PloS one, 2014-05, Vol.9 (5), p.e95276-e95276

2014

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Aging after stroke: how to define post-stroke sarcopenia and what are its risk factors?

European journal of physical and rehabilitation medicine, 2022-10, Vol.58 (5), p.683-692

2022

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Variable importance evaluation with personalized odds ratio for machine learning model interpretability with applications to electronic health records‐based mortality prediction

Statistics in medicine, 2023-03, Vol.42 (6), p.761-780

2023

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Impact of Corrosion on the Degradation of the Mechanical Properties of 2195 and 2297 Al Alloys in the Marine Environment

Metals (Basel ), 2022-08, Vol.12 (8), p.1371

2022

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Diversity in Compartmental Dynamics of Gene Regulatory Networks: The Immune Response in Primary Influenza A Infection in Mice

PloS one, 2015-09, Vol.10 (9), p.e0138110-e0138110

2015

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Controlling Multiple COVID-19 Epidemic Waves: An Insight from a Multi-scale Model Linking the Behaviour Change Dynamics to the Disease Transmission Dynamics

RegNetwork: an integrated database of transcriptional and post-transcriptional regulatory networks in human and mouse

On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics

A novel NIH research grant recommender using BERT

Sparse Additive Ordinary Differential Equations for Dynamic Gene Regulatory Network Modeling

Bayesian history matching of complex infectious disease models using emulation: a tutorial and a case study on HIV in Uganda

SIEVE ESTIMATION OF CONSTANT AND TIME-VARYING COEFFICIENTS IN NONLINEAR ORDINARY DIFFERENTIAL EQUATION MODELS BY CONSIDERING BOTH NUMERICAL ERROR AND MEASUREMENT ERROR

Hierarchical Bayesian Methods for Estimation of Parameters in a Longitudinal HIV Dynamic System

Scholarly recommendation system for NIH funded grants based on biomedical word embedding models

Statistics and Machine Learning Methods for EHR Data: From Data Extraction to Data Analytics

A big data pipeline: Identifying dynamic gene regulatory networks from time-course Gene Expression Omnibus data with applications to influenza infection

Neural Generalized Ordinary Differential Equations with Layer-Varying Parameters

Preparation of Core-Shell-Structured RDX@PVDF Microspheres with Improved Thermal Stability and Decreased Mechanical Sensitivity

Nonparametric Regression Methods for Longitudinal Data Analysis: Mixed-Effects Modeling Approaches

Quantifying the Early Immune Response and Adaptive Immune Response Kinetics in Mice Infected with Influenza A Virus

High-Dimensional ODEs Coupled With Mixed-Effects Modeling Techniques for Dynamic Gene Regulatory Network Identification

Retention, adherence, and acceptability testing of a digital health intervention in a 3-group randomized controlled trial for chronic musculoskeletal pain

High-dimensional linear state space models for dynamic microbial interaction networks

Effect of Temperature Cycling Pretreatment on the Thermal Stability of Sm2(Co, Fe, Zr, Cu)17 Magnets in the Mild Temperature Range

Machine learning to predict mortality for aneurysmal subarachnoid hemorrhage (aSAH) using a large nationwide EHR database

Modeling genome-wide dynamic regulatory network in mouse lungs with influenza infection using high-dimensional ordinary differential equations

Aging after stroke: how to define post-stroke sarcopenia and what are its risk factors?

Variable importance evaluation with personalized odds ratio for machine learning model interpretability with applications to electronic health records‐based mortality prediction

Impact of Corrosion on the Degradation of the Mechanical Properties of 2195 and 2297 Al Alloys in the Marine Environment

Diversity in Compartmental Dynamics of Gene Regulatory Networks: The Immune Response in Primary Influenza A Infection in Mice

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