Citation Impact
Citing Papers
2017 Standout
Apolipoprotein E and Alzheimer disease: risk, mechanisms and therapy
2013 Standout
Data Analysis and Visualization in Genomics and Proteomics
2005
Very Early Predictors of Adolescent Depression and Suicide Attempts in Children With Attention-Deficit/Hyperactivity Disorder
2010
Screening large-scale association study data: exploiting interactions using random forests
2004
Bias in random forest variable importance measures: Illustrations, sources and a solution
2007 Standout
Conditional variable importance for random forests
2008 Standout
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
2020 Standout
Childhood trauma and adulthood inflammation: a meta-analysis of peripheral C-reactive protein, interleukin-6 and tumour necrosis factor-α
2015
Depression
2018 Standout
From stress to inflammation and major depressive disorder: A social signal transduction theory of depression.
2014 Standout
An integrated map of genetic variation from 1,092 human genomes
2012 StandoutNature
Major depressive disorder
2016 Standout
Hippocampal Atrophy in Major Depression: a Function of Childhood Maltreatment Rather than Diagnosis?
2014
A random forest approach to the detection of epistatic interactions in case-control studies
2009
Data mining in the Life Sciences with Random Forest: a walk in the park or lost in the jungle?
2012
Peripartum depression and anxiety as an integrative cross domain target for psychiatric preventative measures
2014
Suicide and suicidal behaviour
2015
Synapses and Alzheimer's Disease
2012 StandoutNobel
Mammalian polyamine metabolism and function
2009
Nano-based smart pesticide formulations: Emerging opportunities for agriculture
2018 Standout
Malformations of cortical development: clinical features and genetic causes
2014
Rewiring of the Fruit Metabolome in Tomato Breeding
2018 Standout
Modulation of learning and memory by natural polyamines
2016
Predictors of suicide relative to other deaths in patients with suicide attempts and suicide ideation: A 30-year prospective study
2011
Chronic inflammation in the etiology of disease across the life span
2019 Standout
Role of C-Reactive Protein at Sites of Inflammation and Infection
2018 Standout
2016 American College of Rheumatology/European League Against Rheumatism classification criteria for primary Sjögren's syndrome
2016 Standout
Suicide
2009
An efficient algorithm coupled with synthetic minority over-sampling technique to classify imbalanced PubChem BioAssay data
2013
An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests.
2009 Standout
Transcriptome classification reveals molecular subtypes in psoriasis
2012
WNT signaling in bone homeostasis and disease: from human mutations to treatments
2013 Standout
Gene–environment-wide association studies: emerging approaches
2010
The evolutionary significance of depression in Pathogen Host Defense (PATHOS-D)
2012
Exposure to pesticides and the associated human health effects
2016 Standout
Risk factors for suicidal thoughts and behaviors: A meta-analysis of 50 years of research.
2016 Standout
Reelin, lipoprotein receptors and synaptic plasticity
2006
Self-harm and suicide in adolescents
2012 Standout
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
Epigenetics of Stress-Related Psychiatric Disorders and Gene × Environment Interactions
2015
Astrocytic abnormalities and global DNA methylation patterns in depression and suicide
2014
Depression in adolescence
2012 Standout
From local explanations to global understanding with explainable AI for trees
2020 Standout
Functional Dissection of Reelin Signaling by Site-Directed Disruption of Disabled-1 Adaptor Binding to Apolipoprotein E Receptor 2: Distinct Roles in Development and Synaptic Plasticity
2006
An integrative ChIP-chip and gene expression profiling to model SMAD regulatory modules
2009
Detection and interpretation of expression quantitative trait loci (eQTL)
2009
The Long-Term Health Consequences of Child Physical Abuse, Emotional Abuse, and Neglect: A Systematic Review and Meta-Analysis
2012 Standout
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
2019 Standout
TGF-β and the TGF-β Family: Context-Dependent Roles in Cell and Tissue Physiology
2016 Standout
Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations
2011
Early life stress, air pollution, inflammation, and disease: An integrative review and immunologic model of social-environmental adversity and lifespan health
2018
The interpersonal theory of suicide.
2010 Standout
Genetics of osteoporosis: accelerating pace in gene identification and validation
2009
Random Forests for Genetic Association Studies
2011
The Musicality of Non-Musicians: An Index for Assessing Musical Sophistication in the General Population
2014 Standout
Cytochrome P450 enzymes in drug metabolism: Regulation of gene expression, enzyme activities, and impact of genetic variation
2013 Standout
Cognitive hostility and suicide
2010
Gene selection and classification of microarray data using random forest
2006 Standout
Can we vaccinate against depression?
2012
Association between background exposure to organochlorine pesticides and the risk of cognitive impairment: A prospective study that accounts for weight change
2016
Willows: a memory efficient tree and forest construction package
2009
The role of inflammation in depression: from evolutionary imperative to modern treatment target
2015 Standout
Human disorders of cortical development: from past to present
2006
Prediction of Incident Diabetes in the Jackson Heart Study Using High-Dimensional Machine Learning
2016
Role of CYP1B1 in Glaucoma
2007
A Bias Correction Algorithm for the Gini Variable Importance Measure in Classification Trees
2008
Machine Learning in Medicine
2015 Standout
Psoriasis Pathogenesis and Treatment
2019 Standout
On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data
2010
Depression, Stress, and Anhedonia: Toward a Synthesis and Integrated Model
2014
Multi-State Models for Panel Data: ThemsmPackage forR
2011 Standout
Translational Findings on Brain-Derived Neurotrophic Factor and Anxiety: Contributions from Basic Research to Clinical Practice
2013 Standout
Spermidine in health and disease
2018 StandoutScience
Use of Hundreds of Electrocardiographic Biomarkers for Prediction of Mortality in Postmenopausal Women
2011
Predictor correlation impacts machine learning algorithms: implications for genomic studies
2009
The Role ofVldlrin Intraretinal Angiogenesis in Mice
2011 StandoutNobel
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Suicidal ideation in adolescence: Examining the role of recent adverse experiences
2011
Danger: High Power! - Exploring the Statistical Properties of a Test for Random Forest Variable Importance
2008
Predictors of public climate change awareness and risk perception around the world
2015 Standout
Random forest in remote sensing: A review of applications and future directions
2016 Standout
Annual Research Review: Enduring neurobiological effects of childhood abuse and neglect
2016 Standout
Definitions, methods, and applications in interpretable machine learning
2019 Standout
Soil organic carbon concentrations and stocks on Barro Colorado Island — Digital soil mapping using Random Forests analysis
2008
Transcriptomes of germinal zones of human and mouse fetal neocortex suggest a role of extracellular matrix in progenitor self-renewal
2012 StandoutNobel
The revival of the Gini importance?
2018 Standout
phytools: an R package for phylogenetic comparative biology (and other things)
2011 Standout
Empirical characterization of random forest variable importance measures
2007
A review of feature selection techniques in bioinformatics
2007 Standout
An integrated approach to reduce the impact of minor allele frequency and linkage disequilibrium on variable importance measures for genome-wide data
2012
Works of Alexandre Bureau being referenced
Applications of continuous time hidden Markov models to the study of misclassified disease outcomes
2003
Genome-wide Epigenetic Regulation by Early-Life Trauma
2012
Evidence for a novel glaucoma locus at chromosome 3p21-22
2005
Association of Polyaminergic Loci With Anxiety, Mood Disorders, and Attempted Suicide
2010
Profiling brain expression of the spermidine/spermine N1‐acetyltransferase 1 (SAT1) gene in suicide
2009
Impulsive-aggressive behaviours and completed suicide across the life cycle: a predisposition for younger age of suicide
2007
Differences and similarities in the serotonergic diathesis for suicide attempts and mood disorders: a 22-year longitudinal gene–environment study
2009
Mapping complex traits using Random Forests
2003
Global gene expression profiling of the polyamine system in suicide completers
2011
Identifying SNPs predictive of phenotype using random forests
2004
Estimating Interaction Between Genetic and Environmental Risk Factors
2008
Plasma polychlorinated biphenyl and organochlorine pesticide concentrations in dementia: The Canadian Study of Health and Aging
2014
Homozygous Deletion of the Very Low Density Lipoprotein Receptor Gene Causes Autosomal Recessive Cerebellar Hypoplasia with Cerebral Gyral Simplification
2005
Association with replication between estrogen-related receptor γ (ESRRγ) Polymorphisms and bone phenotypes in women of European ancestry
2009
An S-Plus Implementation of Hidden Markov Models in Continuous Time
2000