Author details

Full Name

Heping Zhang

Affiliation

ORCID

Career Start Year

1995

Papers

183

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36691909	Deep learning identified genetic variants for COVID-19-related mortality among 28,097 affected cases in UK Biobank.		2023
37799490	Use of random integration to test equality of high dimensional covariance matrices.		2023
36090951	Modeling Pregnancy Outcomes through Sequentially Nested Regression Models.	Journal of the American Statistical Association	2022
34955572	Brain Regions Identified as Being Associated with Verbal Reasoning through the Use of Imaging Regression via Internal Variation.	Journal of the American Statistical Association	2021
33536081	Genetic variants are identified to increase risk of COVID-19 related mortality from UK Biobank data.	Human Genomics	2021
33737983	A super scalable algorithm for short segment detection.	Statistics in Biosciences	2021
33397470	Risk factors associated with mortality of COVID-19 in 3125 counties of the United States.	Infectious Diseases of Poverty	2021
33328272	A polynomial algorithm for best-subset selection problem.	Proceedings of the National Academy of Sciences of the United States of America	2020
33200144	Genetic variants are identified to increase risk of COVID-19 related mortality from UK Biobank data.		2020
33299261	Ball Covariance: A Generic Measure of Dependence in Banach Space.	J Am Stat Assoc	2020
30941828	Common genetic variants have associations with human cortical brain regions and risk of schizophrenia.	Genet Epidemiol	2019
30649252	An accurate and powerful method for copy number variation detection.	Bioinformatics	2019
30666272	Modeling Hybrid Traits for Comorbidity and Genetic Studies of Alcohol and Nicotine Co-Dependence.	Annals of Applied Statistics	2018
30220754	Residuals and Diagnostics for Ordinal Regression Models: A Surrogate Approach.	Journal of the American Statistical Association	2018
30344356	BALL DIVERGENCE: NONPARAMETRIC TWO SAMPLE TEST.	Annals of Statistics	2018
29411414	Whole genome association study of brain-wide imaging phenotypes: A study of the ping cohort.	Genetic Epidemiology	2018
29781551	A univariate perspective of multivariate genome-wide association analysis.	Genetic Epidemiology	2018
29359319	Subtype classification and heterogeneous prognosis model construction in precision medicine.	Biometrics	2018
27859682	A method for integrating neuroimaging into genetic models of learning performance.	Genet Epidemiol	2017
28544218	Genome-wide mediation analysis of psychiatric and cognitive traits through imaging phenotypes.	Hum Brain Mapp	2017
28453611	modSaRa: a computationally efficient R package for CNV identification.	Bioinformatics	2017
28090239	THE SCREENING AND RANKING ALGORITHM FOR CHANGE-POINTS DETECTION IN MULTIPLE SAMPLES.	Annals of Applied Statistics	2016
27217599	Variable Selection with Prior Information for Generalized Linear Models via the Prior LASSO Method.	Journal of the American Statistical Association	2016
26770292	A modified classification tree method for personalized medicine decisions.	Statistics and its Interface	2016
26594301	Energy bagging tree.	Statistics and its Interface	2016
26543519	Modeling Multiple Responses via Bootstrapping Margins with an Application to Genetic Association Testing.	Statistics and its Interface	2016
26031187	Subgroup Identification in Personalized Treatment of Alcohol Dependence.	Alcohol Clin Exp Res	2015
25542927	Modified screening and ranking algorithm for copy number variation detection.		2015
25599974	A genome-wide association study of early spontaneous preterm delivery.	Genetic Epidemiology	2015
26877569	CONDITIONAL DISTANCE CORRELATION.	Journal of the American Statistical Association	2015
26141511	An analysis of moderators in the COMBINE study: Identifying subgroups of patients who benefit from acamprosate.	European Neuropsychopharmacology	2015
26479245	Association Tests of Multiple Phenotypes: ATeMP.	PLoS ONE	2015
26516117	Genes and environment in neonatal intraventricular hemorrhage.	Semin Perinatol	2015
24961364	Common PTP4A1-PHF3-EYS variants are specific for alcohol dependence.	American Journal on Addictions	2014
25844011	Comments on Fifty Years of Classification and Regression Trees.	International Statistical Review	2014
25382885	Identifying Genetic Variants for Addiction via Propensity Score Adjusted Generalized Kendall's Tau.	Journal of the American Statistical Association	2014
24192699	Gene-environment interactions in severe intraventricular hemorrhage of preterm neonates.	Pediatr Res	2014
25041903	TARV: tree-based analysis of rare variants identifying risk modifying variants in CTNNA2 and CNTNAP2 for alcohol addiction.	Genetic Epidemiology	2014
24589078	Maternal race, demography, and health care disparities impact risk for intraventricular hemorrhage in preterm neonates.	J Pediatr	2014
24569468	A novel staging model to classify oesophageal squamous cell carcinoma patients in China.	British Journal of Cancer	2014
24660046	Statistical Inference of Biometrical Genetic Model With Cultural Transmission.	Statistics and its Interface	2013
25309585	A nonparametric regression method for multiple longitudinal phenotypes using multivariate adaptive splines.	Frontiers of Mathematics in China	2013
22982585	A left cerebellar pathway mediates language in prematurely-born young adults.	NeuroImage	2013
23019235	Rare ADH variant constellations are specific for alcohol dependence.	Alcohol and Alcoholism	2013
23778322	Rare SERINC2 variants are specific for alcohol dependence in individuals of European descent.	Pharmacogenetics and Genomics	2013
23913996	Robust Variable Selection with Exponential Squared Loss.	Journal of the American Statistical Association	2013
23907288	Sex chromosome-wide association analysis suggested male-specific risk genes for alcohol dependence.	Psychiatric Genetics	2013
23896193	Candidate gene analysis: severe intraventricular hemorrhage in inborn preterm neonates.	J Pediatr	2013
24489450	Multiple Change-Point Detection via a Screening and Ranking Algorithm.	Statistica Sinica	2013
23533358	NCK2 is significantly associated with opiates addiction in African-origin men.	Scientific World Journal, The	2013