Citation Impact
Citing Papers
Why highly expressed proteins evolve slowly
2005 StandoutNobel
Supervised learning with decision tree-based methods in computational and systems biology
2009
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
A comparative study of discriminating human heart failure etiology using gene expression profiles
2005
Compressive strength prediction of basalt fiber reinforced concrete via random forest algorithm
2022 Standout
Bioinformatics for protein biomarker panel classification: what is needed to bring biomarker panels intoin vitrodiagnostics?
2009
ECM-aware cell-graph mining for bone tissue modeling and classification
2009
SIFT web server: predicting effects of amino acid substitutions on proteins
2012 Standout
Clinical management of severe acute respiratory infection (SARI) when COVID-19 disease is suspected. Interim guidance
2020
The cell graphs of cancer
2004
ilastik: interactive machine learning for (bio)image analysis
2019 Standout
Andromeda: A Peptide Search Engine Integrated into the MaxQuant Environment
2011 Standout
How to distinguish healthy from diseased? Classification strategy for mass spectrometry‐based clinical proteomics
2007
Ovarian cancer identification based on dimensionality reduction for high-throughput mass spectrometry data
2005
An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests.
2009 Standout
A comparison of random forest variable selection methods for classification prediction modeling
2019 Standout
nsSNPAnalyzer: identifying disease-associated nonsynonymous single nucleotide polymorphisms
2005
Application of the Random Forest Classification Algorithm to a SELDI‐TOF Proteomics Study in the Setting of a Cancer Prevention Trial
2004
Covid-19: a remote assessment in primary care
2020 Standout
pROC: an open-source package for R and S+ to analyze and compare ROC curves
2011 Standout
A new framework for developing and evaluating complex interventions: update of Medical Research Council guidance
2021 Standout
SoilGrids250m: Global gridded soil information based on machine learning
2017 Standout
Proteomic mass spectra classification using decision tree based ensemble methods
2005
Bayesian neural network approaches to ovarian cancer identification from high-resolution mass spectrometry data
2005
Cell-Graph Mining for Breast Tissue Modeling and Classification
2007
Pattern of neural responses to verbal fluency shows diagnostic specificity for schizophrenia and bipolar disorder
2011
A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification
2008
Sample classification from protein mass spectrometry, by ‘peak probability contrasts’
2004
Random forests for genomic data analysis
2012
Guidelines for the management of tracheal intubation in critically ill adults
2017
Histopathological Image Analysis: A Review
2009 Standout
Accurate Proteome-wide Label-free Quantification by Delayed Normalization and Maximal Peptide Ratio Extraction, Termed MaxLFQ
2014 Standout
The Musicality of Non-Musicians: An Index for Assessing Musical Sophistication in the General Population
2014 Standout
Processing and classification of protein mass spectra
2006
Gene selection and classification of microarray data using random forest
2006 Standout
Gas chromatography mass spectrometry–based metabolite profiling in plants
2006 Standout
Statistical and Computational Methods for Comparative Proteomic Profiling Using Liquid Chromatography-Tandem Mass Spectrometry
2005
Correlation Coefficients: Appropriate Use and Interpretation
2018 Standout
MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification
2008 Standout
Comparing protein abundance and mRNA expression levels on a genomic scale.
2003
A Review of Coronavirus Disease-2019 (COVID-19)
2020 Standout
Isotopic Signature Transfer and Mass Pattern Prediction (IsoStamp): An Enabling Technique for Chemically-Directed Proteomics
2011 StandoutNobel
Pharmacologic Treatments for Coronavirus Disease 2019 (COVID-19)
2020 Standout
Extremely randomized trees
2006 Standout
Variable selection using random forests
2010 Standout
Using MetaboAnalyst 3.0 for Comprehensive Metabolomics Data Analysis
2016 Standout
Improving Mass Spectrometry Peak Detection Using Multiple Peak Alignment Results
2007
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm
2021 Standout
Feature selection and nearest centroid classification for protein mass spectrometry
2005
Evaluating Methods for Classifying Expression Data
2004
A machine learning perspective on the development of clinical decision support systems utilizing mass spectra of blood samples
2005
A random forest guided tour
2016 Standout
Fundamentals of Research Data and Variables: The Devil Is in the Details
2017
Proteomics and the Analysis of Proteomic Data: An Overview of Current Protein‐Profiling Technologies
2005
A healthcare monitoring system using random forest and internet of things (IoT)
2019 Standout
Clinical Characteristics of Patients Who Died of Coronavirus Disease 2019 in China
2020 Standout
Classification algorithms for phenotype prediction in genomics and proteomics
2007
Visualization of GC/TOF-MS-Based Metabolomics Data for Identification of Biochemically Interesting Compounds Using OPLS Class Models
2007 Standout
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Using MetaboAnalyst 4.0 for Comprehensive and Integrative Metabolomics Data Analysis
2019 Standout
Comparing Classification Methods for Longitudinal fMRI Studies
2010 StandoutNobel
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
Coronavirus Disease 2019 (COVID-19): Emerging and Future Challenges for Dental and Oral Medicine
2020 Standout
Hierarchical metabolomics demonstrates substantial compositional similarity between genetically modified and conventional potato crops
2005
The revival of the Gini importance?
2018 Standout
Consenso colombiano de atención, diagnóstico y manejo de la infección por SARS-COV-2/COVID 19 en establecimientos de atención de la salud. Recomendaciones basadas en consenso de expertos e informadas en la evidencia
2020 Standout
A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series
2020 Standout
A review of feature selection techniques in bioinformatics
2007 Standout
Chemical Glycoproteomics
2016 StandoutNobel
Works of Tom Abbott being referenced
Improving care at scale: process evaluation of a multi-component quality improvement intervention to reduce mortality after emergency abdominal surgery (EPOCH trial)
2018
Preoperative heart rate and myocardial injury after non-cardiac surgery: results of a predefined secondary analysis of the VISION study
2016
A single-centre observational cohort study of admission National Early Warning Score (NEWS)
2015
Factors affecting the profitability of surgical procedures under ‘Payment by Results’
2011
Comparison of statistical methods for classification of ovarian cancer using mass spectrometry data
2003