Author details

Full Name

Ghislain Rocheleau

Affiliation

ORCID

Career Start Year

2000

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36786746	Genetic Associations Between Smoking- and Glaucoma-Related Traits.	Transl Vis Sci Technol	2023
37961657	Machine Learning Enables Single-Score Assessment of MASLD Presence and Severity.		2023
36563696	Machine learning-based marker for coronary artery disease: derivation and validation in two longitudinal cohorts.	Lancet	2023
37169741	A machine learning model identifies patients in need of autoimmune disease testing using electronic health records.	Nat Commun	2023
36988189	Phenome-wide Mendelian randomization study of plasma triglyceride levels and 2600 disease traits.	Elife	2023
35331410	Coronary Risk Estimation Based on Clinical Data in Electronic Health Records.	J Am Coll Cardiol	2022
35526571	Genome-first recall of healthy individuals by polygenic risk score reveals differences in coronary artery calcium.	Am Heart J	2022
35987940	A tissue-level phenome-wide network map of colocalized genes and phenotypes in the UK Biobank.	Commun Biol	2022
35278270	Genetic and phenotypic profiling of supranormal ejection fraction reveals decreased survival and underdiagnosed heart failure.	European Journal of Heart Failure	2022
35076666	Population-Based Penetrance of Deleterious Clinical Variants.	JAMA	2022
34005834	Genetic pleiotropy of ERCC6 loss-of-function and deleterious missense variants links retinal dystrophy, arrhythmia, and immunodeficiency in diverse ancestries.	Hum Mutat	2021
33704450	Genome-wide polygenic risk score for retinopathy of type 2 diabetes.	Hum Mol Genet	2021
32917698	Tissue-specific genetic features inform prediction of drug side effects in clinical trials.	Sci Adv	2020
31834638	General regression model: A "model-free" association test for quantitative traits allowing to test for the underlying genetic model.	Annals of Human Genetics	2020
31263163	Genome-wide Association Study of Change in Fasting Glucose over time in 13,807 non-diabetic European Ancestry Individuals.	Sci Rep	2019
29547902	SMMB: a stochastic Markov blanket framework strategy for epistasis detection in GWAS.		2018
29963075	Jointly Modelling Single Nucleotide Polymorphisms With Longitudinal and Time-to-Event Trait: An Application to Type 2 Diabetes and Fasting Plasma Glucose.	Frontiers in Genetics	2018
30334266	ALDH2 Polymorphism rs671, but Not ADH1B Polymorphism rs1229984, Increases Risk for Hypo-HDL-Cholesterolemia in a/a Carriers Compared to the G/G Carriers.	Lipids	2018
27738015	Detection of human adaptation during the past 2000 years.	Science	2016
26442103	A survey about methods dedicated to epistasis detection.	Frontiers in Genetics	2015
24893864	Type 2 diabetes-related genetic risk scores associated with variations in fasting plasma glucose and development of impaired glucose homeostasis in the prospective DESIR study.	Diabetologia	2014
22538389	Aging and diets regulate the rat anterior pituitary and hypothalamic transcriptome.	Neuroendocrinology	2013
22238593	A genome-wide association search for type 2 diabetes genes in African Americans.	PLoS One	2012
22479202	Novel loci for adiponectin levels and their influence on type 2 diabetes and metabolic traits: a multi-ethnic meta-analysis of 45,891 individuals.	PLoS Genet	2012
22286214	Rare MTNR1B variants impairing melatonin receptor 1B function contribute to type 2 diabetes.	Nature Genetics	2012
20581827	Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis.	Nat Genet	2010
20858683	Common variants at 10 genomic loci influence hemoglobin Aâ¿(C) levels via glycemic and nonglycemic pathways.	Diabetes	2010
20081858	New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk.	Nat Genet	2010
19060909	A variant near MTNR1B is associated with increased fasting plasma glucose levels and type 2 diabetes risk.	Nature Genetics	2009
19734900	Genetic variant near IRS1 is associated with type 2 diabetes, insulin resistance and hyperinsulinemia.	Nat Genet	2009
18451265	A polymorphism within the G6PC2 gene is associated with fasting plasma glucose levels.	Science	2008
17293876	A genome-wide association study identifies novel risk loci for type 2 diabetes.	Nature	2007
15560908	Kin selection and coefficients of relatedness in family-structured populations with inbreeding.	Theoretical Population Biology	2004
12525936	Change in frequency of a rare mutant allele: a general formula and applications to partial inbreeding models.	Journal of Mathematical Biology	2003
10945648	Stability analysis of the partial selfing selection model.	Journal of Mathematical Biology	2000