List of works - Jialiang Li

A Functional Varying-Coefficient Single-Index Model for Functional Response Data

scientific article published on 25 April 2017

A model-based multithreshold method for subgroup identification

scientific article published on 18 March 2019

A practical approach to the early identification of antidepressant medication non-responders.

scientific article published on 25 July 2011

A regression approach to ROC surface, with applications to Alzheimer's disease.

scientific article published on August 2012

A semi-parametric analysis for identifying scleroderma patients responsive to an anti-fibrotic agent.

scientific article

Adjusting confounders in ranking biomarkers: a model-based ROC approach ⬇️

scientific article published on March 6, 2012

Assessing the dependence of sensitivity and specificity on prevalence in meta-analysis.

scientific article

Association between C-reactive protein level and peripheral arterial disease among US adults without cardiovascular disease, diabetes, or hypertension

scientific article published on 01 September 2007

Association between serum gamma-glutamyltransferase level and prehypertension among US adults

scientific article published in October 2007

Association between serum uric acid and prehypertension among US adults

scientific article published on 01 August 2007

Association between tea consumption and depressive symptoms in older Chinese adults

scientific article published in December 2012

Authors' response

scientific article published on 26 April 2013

Bayesian reclassification statistics for assessing improvements in diagnostic accuracy.

scientific article

Breastfeeding and association with refractive error in young Singapore Chinese children

scientific article published on 11 September 2009

C-reactive protein and retinal microvascular caliber in a multiethnic asian population

scientific article published on 11 December 2009

Cataract conversion assessment using lens opacity classification system III and Wisconsin cataract grading system

scientific article published on 9 January 2013

Cataract prevalence varies substantially with assessment systems: comparison of clinical and photographic grading in a population-based study

scientific article published on 01 August 2011

Cervical dysplasia: assessing methylation status (Methylight) of CCNA1, DAPK1, HS3ST2, PAX1 and TFPI2 to improve diagnostic accuracy.

scientific article

Change point detection in Cox proportional hazards mixture cure model

scientific article published on 24 September 2020

Classification algorithms enhance the discrimination of glaucoma from normal eyes using high-definition optical coherence tomography

scientific article published on 24 April 2012

Determinants of Lens Vault and Association With Narrow Angles in Patients From Singapore ⬇️

scientific article published on April 1, 2012

Estimating glomerular filtration rates by use of both cystatin C and standardized serum creatinine avoids ethnicity coefficients in Asian patients with chronic kidney disease

scientific article published on 28 December 2011

Estimating kidney function in a multiethnic Asian population with multiple filtration markers

scientific article published on 19 June 2012

Estimation and confidence regions for multi-dimensional effective dose

scientific article published in February 2008

Evaluating classification accuracy for modern learning approaches

scientific article published on 30 January 2019

GFR estimating equations in a multiethnic Asian population.

scientific article

Glomerular filtration rates in healthy Asians without kidney disease.

scientific article published in February 2014

Goodness-of-fit tests for correlated paired binary data.

scientific article

HUM calculator and HUM package for R: easy-to-use software tools for multicategory receiver operating characteristic analysis

scientific article published on 10 February 2014

Identification of broadly discriminatory tissue biomarkers of synovitis with binary and multicategory receiver operating characteristic analysis

scientific article published on 16 November 2009

Lutein absorption is facilitated with cosupplementation of ascorbic acid in young adults

scientific article published in January 2005

Metabolic syndrome and mortality in the elderly: a time-dependent association

scientific article published on 30 November 2012

Metabolic syndrome and risk of age-related cataract over time: an analysis of interval-censored data using a random-effects model

scientific article

Multicategory reclassification statistics for assessing improvements in diagnostic accuracy.

scientific article published on 28 November 2012

Non-monotone transformation of biomarkers to improve diagnostic and screening accuracy in a DNA methylation study with trichotomous phenotypes

scientific article published on 23 October 2019

On sample size for sensitivity and specificity in prospective diagnostic accuracy studies

scientific article published in August 2004

Positive association between high-sensitivity C-reactive protein level and diabetes mellitus among US non-Hispanic black adults

scientific article published in August 2008

Prevalence-dependent diagnostic accuracy measures

scientific article published in July 2007

Quantitative determination of the diagnostic accuracy of the synovitis score and its components

scientific article published on 01 September 2010

ROC analysis with multiple classes and multiple tests: methodology and its application in microarray studies

scientific article published on 27 February 2008

Recursive subsetting to identify patients in the STAR*D: a method to enhance the accuracy of early prediction of treatment outcome and to inform personalized care

scientific article

Reduced breath condensate pH in asymptomatic children with prior wheezing as a risk factor for asthma

scientific article published on 31 March 2011

Relationship Between Neurocognitive Function and Quality of Life After Whole-Brain Radiotherapy in Patients With Brain Metastasis

Selection of covariance patterns for longitudinal data in semi-parametric models

scientific article

Semiparametric varying-coefficient model for interval censored data with a cured proportion.

scientific article

Serum gamma-glutamyl transferase level and diabetes mellitus among US adults.

scientific article published on 17 May 2009

Serum gamma-glutamyltransferase level and peripheral arterial disease

scientific article published on 26 November 2007

Sorting multiple classes in multi-dimensional ROC analysis: parametric and nonparametric approaches

scientific article

Sparse boosting for high-dimensional survival data with varying coefficients.

scientific article published on 19 November 2017

Spot urine tests in predicting 24-hour urine sodium excretion in Asian patients.

scientific article published on 8 February 2013

Statistical inference for decision curve analysis, with applications to cataract diagnosis

scientific article published on 15 July 2020

Subgroup identification via homogeneity pursuit for dense longitudinal/spatial data

scientific article published on 07 May 2019

Tea consumption and mortality in the oldest-old Chinese

scientific article published on October 2013

The association between plasma adiponectin level and hypertension

scientific article published on 01 April 2008

The choice of estimating equations for glomerular filtration rate significantly affects the prevalence of chronic kidney disease in a multi-ethnic population during health screening.

scientific article published in September 2009

The prognostic role of body mass index on mortality amongst the middle-aged and elderly: a competing risk analysis

scientific article published on 12 December 2013

The relative composition of the inflammatory infiltrate as an additional tool for synovial tissue classification

scientific article

Time-dependent ROC analysis under diverse censoring patterns

scientific article published on 17 January 2011

Transformation based on likelihood ratio

scientific article published on 25 May 2020

Two-dimensional toxic dose and multivariate logistic regression, with application to decompression sickness

scientific article published on 5 July 2010

Variable and threshold selection to control predictive accuracy in logistic regression

Varying-coefficient semiparametric model averaging prediction

scientific article published on 18 May 2018

Vitamin B-12, apolipoprotein E genotype, and cognitive performance in community-living older adults: evidence of a gene-micronutrient interaction.

scientific article published on 25 February 2009

Weighted volume under the three-way receiver operating characteristic surface

scientific article published on 20 November 2018

List of works by Jialiang Li

A Functional Varying-Coefficient Single-Index Model for Functional Response Data

A model-based multithreshold method for subgroup identification

A practical approach to the early identification of antidepressant medication non-responders.

A regression approach to ROC surface, with applications to Alzheimer's disease.

A semi-parametric analysis for identifying scleroderma patients responsive to an anti-fibrotic agent.

Adjusting confounders in ranking biomarkers: a model-based ROC approach ⬇️

Assessing the dependence of sensitivity and specificity on prevalence in meta-analysis.

Association between C-reactive protein level and peripheral arterial disease among US adults without cardiovascular disease, diabetes, or hypertension

Association between serum gamma-glutamyltransferase level and prehypertension among US adults

Association between serum uric acid and prehypertension among US adults

Association between tea consumption and depressive symptoms in older Chinese adults

Authors' response

Bayesian reclassification statistics for assessing improvements in diagnostic accuracy.

Breastfeeding and association with refractive error in young Singapore Chinese children

C-reactive protein and retinal microvascular caliber in a multiethnic asian population

Cataract conversion assessment using lens opacity classification system III and Wisconsin cataract grading system

Cataract prevalence varies substantially with assessment systems: comparison of clinical and photographic grading in a population-based study

Cervical dysplasia: assessing methylation status (Methylight) of CCNA1, DAPK1, HS3ST2, PAX1 and TFPI2 to improve diagnostic accuracy.

Change point detection in Cox proportional hazards mixture cure model

Classification algorithms enhance the discrimination of glaucoma from normal eyes using high-definition optical coherence tomography

Determinants of Lens Vault and Association With Narrow Angles in Patients From Singapore ⬇️

Estimating glomerular filtration rates by use of both cystatin C and standardized serum creatinine avoids ethnicity coefficients in Asian patients with chronic kidney disease

Estimating kidney function in a multiethnic Asian population with multiple filtration markers

Estimation and confidence regions for multi-dimensional effective dose

Evaluating classification accuracy for modern learning approaches

GFR estimating equations in a multiethnic Asian population.

Glomerular filtration rates in healthy Asians without kidney disease.

Goodness-of-fit tests for correlated paired binary data.

HUM calculator and HUM package for R: easy-to-use software tools for multicategory receiver operating characteristic analysis

Identification of broadly discriminatory tissue biomarkers of synovitis with binary and multicategory receiver operating characteristic analysis

Lutein absorption is facilitated with cosupplementation of ascorbic acid in young adults

Metabolic syndrome and mortality in the elderly: a time-dependent association

Metabolic syndrome and risk of age-related cataract over time: an analysis of interval-censored data using a random-effects model

Multicategory reclassification statistics for assessing improvements in diagnostic accuracy.

Non-monotone transformation of biomarkers to improve diagnostic and screening accuracy in a DNA methylation study with trichotomous phenotypes

On sample size for sensitivity and specificity in prospective diagnostic accuracy studies

Positive association between high-sensitivity C-reactive protein level and diabetes mellitus among US non-Hispanic black adults

Prevalence-dependent diagnostic accuracy measures

Quantitative determination of the diagnostic accuracy of the synovitis score and its components

ROC analysis with multiple classes and multiple tests: methodology and its application in microarray studies

Recursive subsetting to identify patients in the STAR*D: a method to enhance the accuracy of early prediction of treatment outcome and to inform personalized care

Reduced breath condensate pH in asymptomatic children with prior wheezing as a risk factor for asthma

Relationship Between Neurocognitive Function and Quality of Life After Whole-Brain Radiotherapy in Patients With Brain Metastasis

Selection of covariance patterns for longitudinal data in semi-parametric models

Semiparametric varying-coefficient model for interval censored data with a cured proportion.

Serum gamma-glutamyl transferase level and diabetes mellitus among US adults.

Serum gamma-glutamyltransferase level and peripheral arterial disease

Sorting multiple classes in multi-dimensional ROC analysis: parametric and nonparametric approaches

Sparse boosting for high-dimensional survival data with varying coefficients.

Spot urine tests in predicting 24-hour urine sodium excretion in Asian patients.

Statistical inference for decision curve analysis, with applications to cataract diagnosis

Subgroup identification via homogeneity pursuit for dense longitudinal/spatial data

Tea consumption and mortality in the oldest-old Chinese

The association between plasma adiponectin level and hypertension

The choice of estimating equations for glomerular filtration rate significantly affects the prevalence of chronic kidney disease in a multi-ethnic population during health screening.

The prognostic role of body mass index on mortality amongst the middle-aged and elderly: a competing risk analysis

The relative composition of the inflammatory infiltrate as an additional tool for synovial tissue classification

Time-dependent ROC analysis under diverse censoring patterns

Transformation based on likelihood ratio

Two-dimensional toxic dose and multivariate logistic regression, with application to decompression sickness

Variable and threshold selection to control predictive accuracy in logistic regression

Varying-coefficient semiparametric model averaging prediction

Vitamin B-12, apolipoprotein E genotype, and cognitive performance in community-living older adults: evidence of a gene-micronutrient interaction.

Weighted volume under the three-way receiver operating characteristic surface