Leveraging genetic data for predicting consumer choices of alcoholic products

GWAS of 165,084 Japanese individuals identified nine loci associated with dietary habits

(2020) Nana Matoba et al.   Nature Human Behaviour

What is creating the height premium? New evidence from a Mendelian randomization analysis in China

(2020) Jun Wang et al.   PLoS One

Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences

(2019) Richard Karlsson Linnér et al.   NATURE GENETICS

Differentiating kidney stones from phleboliths in unenhanced low-dose computed tomography using radiomics and machine learning

(2019) Thomas De Perrot et al.   EUROPEAN RADIOLOGY

A genome-wide association study of bitter and sweet beverage consumption

(2019) Victor W Zhong et al.   HUMAN MOLECULAR GENETICS

Long-term forecast of energy commodities price using machine learning

(2019) Gabriel Paes Herrera et al.   ENERGY

Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression

(2018) Naomi R. Wray et al.   NATURE GENETICS

Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals

(2018) James J. Lee et al.   NATURE GENETICS

Meta-analysis of genome-wide association studies for height and body mass index in ∼700000 individuals of European ancestry

(2018) Loic Yengo et al.   HUMAN MOLECULAR GENETICS

Alcohol use and burden for 195 countries and territories, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

(2018) Max G Griswold et al.   LANCET

Alcohol consumption and diabetes risk in a Chinese population: a Mendelian randomization analysis

(2018) Miaomiao Peng et al.   ADDICTION

Alcohol Dehydrogenases, Aldehyde Dehydrogenases, and Alcohol Use Disorders: A Critical Review

(2018) Howard J. Edenberg et al.   ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH

Multi-polygenic score approach to trait prediction

(2017) E Krapohl et al.   MOLECULAR PSYCHIATRY

Genome-wide association study of alcohol consumption and genetic overlap with other health-related traits in UK Biobank (N=112 117)

(2017) T-K Clarke et al.   MOLECULAR PSYCHIATRY

Genome-wide association study of delay discounting in 23,217 adult research participants of European ancestry

(2017) Sandra Sanchez-Roige et al.   NATURE NEUROSCIENCE

Discrete Choice Experiments: A Guide to Model Specification, Estimation and Software

(2017) Emily Lancsar et al.   PHARMACOECONOMICS

Variation in the Sweet Taste Receptor Gene and Dietary Intake in a Swedish Middle-Aged Population

(2017) Caroline Habberstad et al.   Frontiers in Endocrinology

Genome-wide analysis identifies 12 loci influencing human reproductive behavior

(2016) Nicola Barban et al.   NATURE GENETICS

A Genome-Wide Association Study in isolated populations reveals new genes associated to common food likings

(2016) Nicola Pirastu et al.   REVIEWS IN ENDOCRINE & METABOLIC DISORDERS

A genome-wide approach to children's aggressive behavior:The EAGLE consortium

(2015) Irene Pappa et al.   AMERICAN JOURNAL OF MEDICAL GENETICS PART B-NEUROPSYCHIATRIC GENETICS

Personalized Nutrition by Prediction of Glycemic Responses

(2015) David Zeevi et al.   CELL

Genome-wide association analysis on five isolated populations identifies variants of the HLA-DOA gene associated with white wine liking

(2015) Nicola Pirastu et al.   EUROPEAN JOURNAL OF HUMAN GENETICS

Defining the role of common variation in the genomic and biological architecture of adult human height

(2014) Andrew R Wood et al.   NATURE GENETICS

The heritability of alcohol use disorders: a meta-analysis of twin and adoption studies

(2014) B. Verhulst et al.   PSYCHOLOGICAL MEDICINE

Receiver Operating Characteristic Curve in Diagnostic Test Assessment

(2010) Jayawant N. Mandrekar   Journal of Thoracic Oncology

Genetic variation in taste perception: does it have a role in healthy eating?

(2010) E. Feeney et al.   PROCEEDINGS OF THE NUTRITION SOCIETY

Application of machine learning algorithms to predict coronary artery calcification with a sibship-based design

(2008) Yan V. Sun et al.   GENETIC EPIDEMIOLOGY

Application of machine learning techniques for supply chain demand forecasting

(2007) Real Carbonneau et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH