Citation Impact
Citing Papers
Compressive strength prediction of basalt fiber reinforced concrete via random forest algorithm
2022 Standout
Data mining in the Life Sciences with Random Forest: a walk in the park or lost in the jungle?
2012
Random forest versus logistic regression: a large-scale benchmark experiment
2018
A comparison of random forest variable selection methods for classification prediction modeling
2019 Standout
Jumbled Genomes: Missing Apicomplexan Synteny
2011
MCScanX: a toolkit for detection and evolutionary analysis of gene synteny and collinearity
2012 Standout
Acute respiratory distress syndrome
2019 Standout
Use of random forest to estimate population attributable fractions from a case-control study of Salmonella enterica serotype Enteritidis infections
2015
Advances in drug discovery and biochemical studies
2007 StandoutNobel
Artificial intelligence in drug development: present status and future prospects
2018 Standout
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
2019 Standout
Redox and antioxidant systems of the malaria parasite Plasmodium falciparum
2004
An AUC-based permutation variable importance measure for random forests
2013
Understanding Heterogeneity in Biologic Phenotypes of Acute Respiratory Distress Syndrome by Leukocyte Expression Profiles
2019
Artificial intelligence in drug discovery and development
2020 Standout
Exercise and obesity: Etiology, physiology, and intervention.
1982
ProTox-II: a webserver for the prediction of toxicity of chemicals
2018 Standout
A random forest guided tour
2016 Standout
Socioeconomic status and obesity: A review of the literature.
1989 Standout
A computationally fast variable importance test for random forests for high-dimensional data
2016
Random forest for ordinal responses: Prediction and variable selection
2015
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics
2012
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
Variable importance analysis: A comprehensive review
2015 Standout
DeepTox: Toxicity Prediction using Deep Learning
2016
A computationally fast variable importance test for random forests for high-dimensional data
2016
The return of metabolism: biochemistry and physiology of the pentose phosphate pathway
2014 Standout
The revival of the Gini importance?
2018 Standout
Mining data with random forests: current options for real‐world applications
2013
An integrated approach to reduce the impact of minor allele frequency and linkage disequilibrium on variable importance measures for genome-wide data
2012
Incidence and trends of infection with pathogens transmitted commonly through food--Foodborne Diseases Active Surveillance Network, 10 U.S. sites, 2006-2013.
2014 Standout
Works of Andreas Bender being referenced
Using transcriptomics to guide lead optimization in drug discovery projects: Lessons learned from the QSTAR project
2015
Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations
2011
Properties and prediction of mitochondrial transit peptides from Plasmodium falciparum
2003
Maintenance of weight loss in obese subjects.
1976