cran: randomForest | Projects | Ecosyste.ms: Papers

10.1084/jem.20210915

Blood transcriptomics reveal the evolution and resolution of the immune response in tuberculosis
Cited by: 27
Author(s): Olivier Tabone, Raman Verma, Akul Singhania, Probir Chakravarty, William J. Branchett, Christine M. Graham, Jo Lee, Trần Thị Huyền Trang, Frédéric Reynier, Philippe Leissner, Karine Kaiser, Marc Rodrigue, Gerrit Woltmann, Pranabashis Haldar, Anne O’Garra
Software Mentions: 27
Published: over 2 years ago

10.3389/fcell.2020.577125

Development of a Metastasis-Related Immune Prognostic Model of Metastatic Colorectal Cancer and Its Usefulness to Immunotherapy
Cited by: 11
Author(s): Zhiwen Luo, Xiao Chen, Yefan Zhang, Zhen Huang, Hong Zhao, Jianjun Zhao, Zhiyu Li, Jianguo Zhou, Jianmei Liu, Jianqiang Cai, Xinyu Bi
Software Mentions: 26
Published: over 3 years ago

10.3390/ijms21062114

Computational Models Using Multiple Machine Learning Algorithms for Predicting Drug Hepatotoxicity with the DILIrank Dataset
Cited by: 22
Author(s): Robert Ancuceanu, Marilena Viorica Hovaneț, Adriana Iuliana Anghel, Florentina Furtunescu, Monica Neagu, Carolina Constantin, Mihaela Dinu
Software Mentions: 24
Published: about 4 years ago

10.1093/gigascience/giaa026

ShinyLearner: A containerized benchmarking tool for machine-learning classification of tabular data
Cited by: 13
Author(s): Stephen R. Piccolo, Terry J. Lee, Erica Suh, Kimball T Hill
Software Mentions: 21
Published: about 4 years ago

10.1186/s13071-021-04851-x

Data-driven and interpretable machine-learning modeling to explore the fine-scale environmental determinants of malaria vectors biting rates in rural Burkina Faso
Cited by: 9
Author(s): Paul Taconet, Angélique Porciani, Dieudonné Diloma Soma, Karine Mouline, Frédéric Simard, Alphonsine A. Koffi, Cédric Pennetier, Roch K. Dabiré, Morgan Mangeas, Nicolas Moiroux
Software Mentions: 21
Published: almost 3 years ago

10.1186/s13059-020-02100-5

Knowledge-primed neural networks enable biologically interpretable deep learning on single-cell sequencing data
Cited by: 56
Author(s): Nikolaus Fortelny, Christoph Bock
Software Mentions: 20
Published: almost 4 years ago

10.3390/plants10020247

Machine Learning Applications and Optimization of Clustering Methods Improve the Selection of Descriptors in Blackberry Germplasm Banks
Cited by: 5
Author(s): Juan Camilo Henao-Rojas, María Gladis Rosero-Alpala, Carolina Ortiz-Muñoz, Carlos Enrique Velásquez-Arroyo, William A. León-Rueda, Joaquín Guillermo Ramírez‐Gil
Software Mentions: 19
Published: over 3 years ago

10.1111/eva.13237

A machine learning approach to integrating genetic and ecological data in tsetse flies ( <i>Glossina pallidipes</i> ) for spatially explicit vector control planning
Cited by: 5
Author(s): Anusha P Bishop, Giuseppe Amatulli, Chaz Hyseni, Evlyn Pless, Rosemary Bateta, Winnie A. Okeyo, Paul O. Mireji, Sylvance Okoth, Imna Malele, Grace Murilla, Serap Aksoy, Adalgisa Caccone, Norah P. Saarman
Software Mentions: 18
Published: about 3 years ago

10.1128/mBio.01054-19

Microbial Similarity between Students in a Common Dormitory Environment Reveals the Forensic Potential of Individual Microbial Signatures
Cited by: 28
Author(s): Miles Richardson, Neil Gottel, Jack A. Gilbert, Simon Lax
Software Mentions: 18
Published: over 4 years ago

10.18632/aging.103499

Multi-omics network analysis reveals distinct stages in the human aging progression in epidermal tissue
Cited by: 16
Author(s): Nicholas Holzscheck, Jörn Söhle, Boris Kristof, Elke Grönniger, Stefan Gallinat, Horst Wenck, Marc Winnefeld, Cassandra Falckenhayn, Lars Kaderali
Software Mentions: 18
Published: almost 4 years ago

10.3390/ijms21228837

Machine Learning Identifies Robust Matrisome Markers and Regulatory Mechanisms in Cancer
Cited by: 6
Author(s): Anni Kääriäinen, Vilma Pesola, Annalena Dittmann, Juho A. J. Kontio, Jarkko Koivunen, Taina Pihlajaniemi, Valerio Izzi
Software Mentions: 18
Published: over 3 years ago

10.1093/gigascience/giaa010

Interpretable and accurate prediction models for metagenomics data
Cited by: 29
Author(s): Edi Prifti, Yann Chevaleyre, Blaise Hanczar, Eugeni Belda, Antoine Danchin, Karine Clément, Jean-Daniel Zucker
Software Mentions: 18
Published: about 4 years ago

10.1093/gigascience/giz028

Rice Galaxy: an open resource for plant science
Cited by: 13
Author(s): Venice Margarette Juanillas, Alexis Dereeper, Nicolas Beaume, Gaëtan Droc, Joshua Gregor A. Dizon, J. Mendoza, Jon Peter Perdon, Locedie Mansueto, Lindsay R. Triplett, Jillian M. Lang, Gabriel Zhou, Kunalan Ratharanjan, Beth Plale, Jason Haga, Jan E. Leach, Manuel Ruiz, Michael J. Thomson, Nickolai Alexandrov, Pierre Larmande, Tobias Kretzschmar, Ramil Mauleon
Software Mentions: 18
Published: about 5 years ago

10.1038/s41598-020-80340-y

Universal principles underlying segmental structures in parrot song and human speech
Cited by: 6
Author(s): Dan C. Mann, W. Tecumseh Fitch, Hsiao‐Wei Tu, Marisa Hoeschele
Software Mentions: 17
Published: over 3 years ago

10.7717/peerj.9539

The importance of open science for biological assessment of aquatic environments
Cited by: 15
Author(s): Marcus W. Beck, Casey C. O’Hara, Julia S. Stewart Lowndes, Raphael D. Mazor, Susanna Theroux, David J. Gillett, Belize Lane, Gregory Gearheart
Software Mentions: 17
Published: almost 4 years ago

10.3389/fvets.2021.620327

Detection of Mycobacterium avium ssp. paratuberculosis in Cultures From Fecal and Tissue Samples Using VOC Analysis and Machine Learning Tools
Cited by: 6
Author(s): Philipp Vitense, Elisa Kasbohm, Anne Klassen, Peter Gierschner, Phillip Trefz, M. Weber, Wolfram Miekisch, Jochen K. Schubert, Petra Möbius, Petra Reinhold, Volkmar Liebscher, Heike Köhler
Software Mentions: 17
Published: over 3 years ago

10.1371/journal.pntd.0007969

Severity Index for Suspected Arbovirus (SISA): Machine learning for accurate prediction of hospitalization in subjects suspected of arboviral infection
Cited by: 10
Author(s): Rachel Sippy, Daniel F. Farrell, Daniel A. Lichtenstein, Ryan Nightingale, Megan Harris, Joseph Toth, Paris Hantztidiamantis, Nicholas Usher, Cinthya Cueva Aponte, Julio Barzallo Aguilar, Anthony Puthumana, Christina D. Lupone, Timothy P. Endy, Sadie J. Ryan, Anna M. Stewart-Ibarra
Software Mentions: 16
Published: about 4 years ago

10.1186/s13059-020-02020-4

Lifestyle and the presence of helminths is associated with gut microbiome composition in Cameroonians
Cited by: 43
Author(s): Meagan A Rubel, Arwa Abbas, Louis J. Taylor, Andrew Jesse Connell, Ceylan Tanes, Kyle Bittinger, Valantine Ngum Ndze, Julius Y. Fonsah, Eric Ngwang, André Essiane, Charles Fokunang, Alfred K. Njamnshi, Frederic D. Bushman, Sarah A. Tishkoff
Software Mentions: 16
Published: almost 4 years ago

10.1186/s12935-020-01571-7

RETRACTED ARTICLE: Aging-related tumor associated fibroblasts changes could worsen the prognosis of GBM patients
Cited by: 7
Author(s): Hongwang Song, Xiaojun Fu, Chenxing Wu, Shouwei Li
Software Mentions: 16
Published: over 3 years ago

10.1186/1471-2105-9-439

CMA – a comprehensive Bioconductor package for supervised classification with high dimensional data
Cited by: 90
Author(s): Martin Slawski, Martin Däumer, Anne‐Laure Boulesteix
Software Mentions: 16
Published: over 15 years ago

10.3389/fimmu.2017.00445

Integration of Immune Cell Populations, mRNA-Seq, and CpG Methylation to Better Predict Humoral Immunity to Influenza Vaccination: Dependence of mRNA-Seq/CpG Methylation on Immune Cell Populations
Cited by: 15
Author(s): Michael T. Zimmermann, Richard B. Kennedy, Diane E. Grill, Ann L. Oberg, Krista M. Goergen, Inna G. Ovsyannikova, Iana H. Haralambieva, Gregory A. Poland
Software Mentions: 16
Published: about 7 years ago

10.7717/peerj.11177

Predicting migration routes for three species of migratory bats using species distribution models
Cited by: 13
Author(s): Jamin G. Wieringa, Bryan C. Carstens, H. Lisle Gibbs
Software Mentions: 16
Published: about 3 years ago

10.1186/1472-6947-13-126

Evaluation of prediction models for the staging of prostate cancer
Cited by: 19
Author(s): Susie Boyce, Yue Fan, R. William G. Watson, Brendan Murphy
Software Mentions: 16
Published: over 10 years ago

10.1371/journal.pone.0018850

Multiplexed Immunoassay Panel Identifies Novel CSF Biomarkers for Alzheimer's Disease Diagnosis and Prognosis
Cited by: 199
Author(s): Rebecca Craig‐Schapiro, Max Kühn, Chengjie Xiong, Eve H. Pickering, Jingxia Liu, Thomas P. Misko, Richard J. Perrin, Kelly R. Bales, Holly Soares, Anne M. Fagan, David M. Holtzman
Software Mentions: 15
Published: about 13 years ago

10.1098/rsos.191609

Spatial heterogeneity of the shorebird gastrointestinal microbiome
Cited by: 17
Author(s): Kirsten Grond, Hannah Guilani, Sarah M. Hird
Software Mentions: 15
Published: over 4 years ago

10.1186/s12859-015-0719-5

mAPKL: R/ Bioconductor package for detecting gene exemplars and revealing their characteristics
Cited by: 3
Author(s): Αλέξανδρος Σακελλαρίου, George M. Spyrou
Software Mentions: 15
Published: over 8 years ago

10.1371/journal.pgen.1009538

Transcriptome-wide investigation of stop codon readthrough in Saccharomyces cerevisiae
Cited by: 16
Author(s): Kotchaphorn Mangkalaphiban, Feng He, Robin Ganesan, Chan Wu, Richard E. Baker, Allan Jacobson
Software Mentions: 15
Published: about 3 years ago

10.3389/fneur.2019.01366

Prediction of Early TBI Mortality Using a Machine Learning Approach in a LMIC Population
Cited by: 39
Author(s): Robson Luís Oliveira de Amorim, Louise Makarem Oliveira, Luis Marcelo Malbouisson, Márcia Mitie Nagumo, Marcela Simoes, Leandro Miranda, Edson Bor‐Seng‐Shu, André Beer‐Furlan, Almir Ferreira de Andrade, Andrés M. Rubiano, Manoel Jacobsen Teixeira, Angelos G. Kolias, Wellingson Silva Paiva
Software Mentions: 15
Published: over 4 years ago

10.3389/fcell.2021.642724

Identification of Stemness-Related Genes for Cervical Squamous Cell Carcinoma and Endocervical Adenocarcinoma by Integrated Bioinformatics Analysis
Cited by: 5
Author(s): Hongjun Guo, Siqiao Wang, Min Kyung Ju, Penghui Yan, Weiwei Sun, Zhenyu Li, Siyu Wu, Ruoyi Lin, Shuyuan Xian, Daoke Yang, Jun Wang, Zongqiang Huang
Software Mentions: 15
Published: about 3 years ago

10.21105/joss.03073

mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines
Cited by: 22
Author(s): Begüm D. Topçuoğlu, Zena Lapp, Kelly L Sovacool, Evan S. Snitkin, Jenna Wiens, Patrick D. Schloss
Software Mentions: 15
Published: almost 3 years ago

10.1371/journal.pone.0243467

Predicting self-harm within six months after initial presentation to youth mental health services: A machine learning study
Cited by: 16
Author(s): Frank Iorfino, Nicholas Ho, Joanne S. Carpenter, Shane Cross, Tracey A Davenport, Daniel F. Hermens, Hannah Yee, Alissa Nichles, Natalia Zmicerevska, Adam J. Guastella, Elizabeth Scott, Ian B. Hickie
Software Mentions: 14
Published: over 3 years ago

10.3389/fonc.2020.573295

Differential Expression Analysis Revealing CLCA1 to Be a Prognostic and Diagnostic Biomarker for Colorectal Cancer
Cited by: 11
Author(s): Fang-Ze Wei, Shiwen Mei, Zhijie Wang, Jianan Chen, Huan Shen, Fen Zhao, Juan Li, Zheng Liu, Qian Liu
Software Mentions: 14
Published: over 3 years ago

10.3389/fgene.2021.702072

Characterization of Modification Patterns, Biological Function, Clinical Implication, and Immune Microenvironment Association of m6A Regulators in Pancreatic Cancer
Cited by: 5
Author(s): Kun Fang, Hairong Qu, Jiapei Wang, Desheng Tang, Changsheng Yan, Jiamin Ma, Lei Gao
Software Mentions: 14
Published: over 2 years ago

10.1371/journal.pcbi.1005158

Machine Learning for Characterization of Insect Vector Feeding
Cited by: 25
Author(s): Denis S. Willett, Justin George, Nora S. Willett, Lukasz L. Stelinski, Stephen L. Lapointe
Software Mentions: 14
Published: over 7 years ago

10.1186/s12920-019-0578-4

Deconvolution of transcriptomes and miRNomes by independent component analysis provides insights into biological processes and clinical outcomes of melanoma patients
Cited by: 21
Author(s): Petr V. Nazarov, Anke Wienecke-Baldacchino, Andreï Zinovyev, Urszula Czerwińska, Arnaud Muller, Dorothée Nashan, Gunnar Dittmar, Francisco Azuaje, Stephanie Kreis
Software Mentions: 14
Published: over 4 years ago

10.1186/s12859-016-0971-3

GOexpress: an R/Bioconductor package for the identification and visualisation of robust gene ontology signatures through supervised learning of gene expression data
Cited by: 20
Author(s): Kévin Rue-Albrecht, Paul A. McGettigan, Belinda Hernández, Nicolas C. Nalpas, David A. Magee, Andrew Parnell, Stephen V. Gordon, David E. MacHugh
Software Mentions: 14
Published: about 8 years ago

10.3389/fcell.2020.592490

Transcriptome Sequencing Reveals Potential Roles of ICOS in Primary Sjögren’s Syndrome
Cited by: 19
Author(s): Jing Luo, Xin Liao, Lihe Zhang, Xin Xu, Senhong Ying, Mengjiao Yu, Lixia Zhu, Suxian Lin, Xiaobing Wang
Software Mentions: 14
Published: over 3 years ago

10.1111/jcmm.15705

Collagen Type III Alpha 1 chain regulated by GATA‐Binding Protein 6 affects Type II IFN response and propanoate metabolism in the recurrence of lower grade glioma
Cited by: 18
Author(s): Runzhi Huang, Zhenyu Li, Xiaolong Zhu, Penghui Yan, Dianwen Song, Huabin Yin, Peng Hu, Ruoyi Lin, Shengyu Wu, Tong Meng, Jie Zhang, Zongqiang Huang
Software Mentions: 14
Published: almost 4 years ago

10.7717/peerj.5518

Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
Cited by: 419
Author(s): Tomislav Hengl, Madlene Nussbaum, Marvin N. Wright, G.B.M. Heuvelink, Benedikt Gräler
Software Mentions: 13
Published: over 5 years ago

10.1371/journal.pone.0135784

Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database
Cited by: 38
Author(s): Rong Liu, Xi Li, Wei Zhang, Hong‐Hao Zhou
Software Mentions: 13
Published: over 8 years ago

10.1186/s40168-020-00861-6

Reservoirs of antimicrobial resistance genes in retail raw milk
Cited by: 41
Author(s): Jinxin Liu, Yongxu Zhu, Michele Jay-Russell, Danielle G. Lemay, David A. Mills
Software Mentions: 13
Published: almost 4 years ago

10.1007/s10875-020-00908-1

Targeted Proteomics Reveals Inflammatory Pathways that Classify Immune Dysregulation in Common Variable Immunodeficiency
Cited by: 13
Author(s): Roos-Marijn Berbers, Julia Drylewicz, Pauline M. Ellerbroek, Joris M. van Montfrans, Virgil A. S. H. Dalm, P. Martin van Hagen, Baerbel Keller, Klaus Warnatz, Annick van de Ven, J.M. van Laar, Stefan Nierkens, Helen L. Leavis
Software Mentions: 13
Published: over 3 years ago

10.3390/ijms21010019

Use of QSAR Global Models and Molecular Docking for Developing New Inhibitors of c-src Tyrosine Kinase
Cited by: 8
Author(s): Robert Ancuceanu, Bogdan Ionel Tamba, C. Stoicescu, Mihaela Dinu
Software Mentions: 13
Published: over 4 years ago

10.7554/eLife.50087

Dynamic regulation of chromatin accessibility by pluripotency transcription factors across the cell cycle
Cited by: 58
Author(s): Elias T Friman, Cédric Deluz, Antonio C. A. Meireles-Filho, Subashika Govindan, Vincent Gardeux, Bart Deplancke, David M. Suter
Software Mentions: 13
Published: over 4 years ago

10.1038/s41598-021-90901-4

Characteristics of preoperative steroid profiles and glucose metabolism in patients with primary aldosteronism developing adrenal insufficiency after adrenalectomy
Cited by: 3
Author(s): Xiao Wang, Daniel A. Heinrich, Sonja Kunz, Nina Heger, Lisa Sturm, Olaf Uhl, Felix Beuschlein, Martín Reincke, Martin Bidlingmaier
Software Mentions: 13
Published: almost 3 years ago

10.1371/journal.pone.0253546

Tone and genes: New cross-linguistic data and methods support the weak negative effect of the “derived” allele of ASPM on tone, but not of Microcephalin
Cited by: 1
Author(s): Dan Dediu
Software Mentions: 13
Published: almost 3 years ago

10.3389/fcimb.2021.688256

Machine Learning Uses Chemo-Transcriptomic Profiles to Stratify Antimalarial Compounds With Similar Mode of Action
Cited by: 1
Author(s): Ashleigh van Heerden, Roelof van Wyk, Lyn-Marié Birkholtz
Software Mentions: 13
Published: almost 3 years ago

10.1371/journal.pone.0212669

Batch adjustment by reference alignment (BARA): Improved prediction performance in biological test sets with batch effects
Cited by: 3
Author(s): Robin Gradin, Malin Lindstedt, Henrik J. Johansson
Software Mentions: 13
Published: about 5 years ago

10.3389/fgene.2020.00620

An Analysis Regarding the Association Between the ISLR Gene and Gastric Carcinogenesis
Cited by: 13
Author(s): Shu Li, Wei Zhao, Manyi Sun
Software Mentions: 13
Published: almost 4 years ago

10.1038/s41396-018-0251-5

Terrestriality and bacterial transfer: a comparative study of gut microbiomes in sympatric Malagasy mammals
Cited by: 56
Author(s): Amanda C. Perofsky, Rebecca J. Lewis, Lauren Ancel Meyers
Software Mentions: 12
Published: over 5 years ago

10.1111/gcb.15637

Impacts of climate change on aquatic insects in temperate alpine regions: Complementary modeling approaches applied to Swiss rivers
Cited by: 6
Author(s): Pablo Timoner, Marc Fasel, Seyed Saeid Ashraf Vaghefi, Pierre Marle, Emmanuel Castella, Frédéric Moser, Anthony Lehmann
Software Mentions: 12
Published: almost 3 years ago

10.7717/peerj.10849

modelBuildR: an R package for model building and feature selection with erroneous classifications
Cited by: 3
Author(s): Maximilian Knoll, Jennifer Furkel, Jürgen Debus, Amir Abdollahi
Software Mentions: 12
Published: about 3 years ago

10.3389/fmicb.2020.01116

Crop Management Impacts the Soybean (Glycine max) Microbiome
Cited by: 41
Author(s): Reid Longley, Zachary A Noel, Gian Maria Niccolò Benucci, Martin I. Chilvers, Frances Trail, Gregory Bonito
Software Mentions: 12
Published: almost 4 years ago

10.1186/s13071-018-2920-7

Spatial distribution modelling of Culicoides (Diptera: Ceratopogonidae) biting midges, potential vectors of African horse sickness and bluetongue viruses in Senegal
Cited by: 15
Author(s): Maryam Diarra, Moussa Fall, Assane Guèye Fall, Aliou Diop, Renaud Lancelot, Momar Talla Seck, Ignace Rakotoarivony, Xavier Allène, Jérémy Bouyer, Hélène Guis
Software Mentions: 12
Published: almost 6 years ago

10.1186/s12885-021-08442-y

Genetic expression and mutational profile analysis in different pathologic stages of hepatocellular carcinoma patients
Cited by: 9
Author(s): Xingjie Gao, Chunyan Zhao, Nan Zhang, Xiaoteng Cui, Yuanyuan Ren, Chao Su, Shaoyuan Wu, Zhi Yao, Jie Yang
Software Mentions: 12
Published: almost 3 years ago

10.1186/s12911-017-0500-y

Predicting two-year survival versus non-survival after first myocardial infarction using machine learning and Swedish national register data
Cited by: 53
Author(s): John Wallert, Mattia Tomasoni, Guy Madison, Claes Held
Software Mentions: 12
Published: almost 7 years ago

10.3390/jcm7100322

Derivation and Validation of Machine Learning Approaches to Predict Acute Kidney Injury after Cardiac Surgery
Cited by: 100
Author(s): Hyung Chul Lee, Hyun Kyu Yoon, Karam Nam, Youn Joung Cho, Tae Kyoung Kim, Won Ho Kim, Jae Hyon Bahk
Software Mentions: 12
Published: over 5 years ago

10.1186/s12967-017-1285-6

In silico prediction of novel therapeutic targets using gene–disease association data
Cited by: 79
Author(s): Enrico Ferrero, Ian Dunham, Philippe Sanséau
Software Mentions: 12
Published: over 6 years ago

10.1371/journal.pone.0207491

Feature selection and prediction of treatment failure in tuberculosis
Cited by: 30
Author(s): Christopher Martin Sauer, David Sasson, Kenneth E. Paik, Ned McCague, Leo Anthony Celi, Iván Sánchez Fernández, Ben Illigens
Software Mentions: 12
Published: over 5 years ago

10.1371/journal.pone.0231500

Propensity score adjustment using machine learning classification algorithms to control selection bias in online surveys
Cited by: 23
Author(s): Ramón Ferri‐García, María del Mar Rueda
Software Mentions: 12
Published: about 4 years ago

10.1186/s12920-017-0303-0

Classifying cancer genome aberrations by their mutually exclusive effects on transcription
Cited by: 8
Author(s): Jonathan Dayton, Stephen R. Piccolo
Software Mentions: 12
Published: over 6 years ago

10.1371/journal.pone.0204123

Prediction of early breast cancer patient survival using ensembles of hypoxia signatures
Cited by: 8
Author(s): Inna Y. Gong, Natalie S. Fox, Vincent Huang, Paul C. Boutros
Software Mentions: 12
Published: over 5 years ago

10.3390/metabo7020030

Evaluation of Classifier Performance for Multiclass Phenotype Discrimination in Untargeted Metabolomics
Cited by: 33
Author(s): Patrick J. Trainor, Andrew P. DeFilippis, N. Shesh
Software Mentions: 12
Published: almost 7 years ago

10.1186/s40168-020-00805-0

Domestication of Oryza species eco-evolutionarily shapes bacterial and fungal communities in rice seed
Cited by: 80
Author(s): Hyun Kim, Kiseok Keith Lee, Jongbum Jeon, William Harris, Yong-Hwan Lee
Software Mentions: 11
Published: about 4 years ago

10.1128/mSphere.00481-19

Biogeographic Patterns in Members of Globally Distributed and Dominant Taxa Found in Port Microbial Communities
Cited by: 15
Author(s): Ryan B. Ghannam, Laura G. Schaerer, Timothy Butler, Stephen M. Techtmann
Software Mentions: 11
Published: about 4 years ago

10.1038/s41598-019-46850-0

Deep Learning using Convolutional LSTM estimates Biological Age from Physical Activity
Cited by: 56
Author(s): Syed Ashiqur Rahman, Donald A. Adjeroh
Software Mentions: 11
Published: almost 5 years ago

10.3390/diagnostics11081517

Prediction Model for Tumor Budding Status Using the Radiomic Features of F-18 Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography in Cervical Cancer
Cited by: 5
Author(s): Gun Oh Chong, Shin‐Hyung Park, Shin Young Jeong, Su Jeong Kim, Nora Jee-Young Park, Yoon Hee Lee, Sang‐Woo Lee, Dae Gy Hong, Ji Young Park, Hyung Soo Han
Software Mentions: 11
Published: over 2 years ago

10.1038/srep42192

Application of Machine-Learning Models to Predict Tacrolimus Stable Dose in Renal Transplant Recipients
Cited by: 86
Author(s): Jie Tang, Rong Liu, Yueli Zhang, Mou-Ze Liu, HU Yong-fang, Minghai Shao, Lan Zhu, Hua‐Wen Xin, Feng Gao, Wenjun Shang, Xiang‐Gao Meng, Lirong Zhang, Yingzi Ming, Wei Zhang
Software Mentions: 11
Published: about 7 years ago

10.3390/jcm10184245

Machine-Learning Points at Endoscopic, Quality of Life, and Olfactory Parameters as Outcome Criteria for Endoscopic Paranasal Sinus Surgery in Chronic Rhinosinusitis
Cited by: 4
Author(s): Jörn Lötsch, Constantin A. Hintschich, Petros Petridis, Jürgen Pade, Thomas Hummel
Software Mentions: 11
Published: over 2 years ago

10.1016/j.cell.2018.08.067

Structural Remodeling of the Human Colonic Mesenchyme in Inflammatory Bowel Disease
Cited by: 396
Author(s): James Kinchen, Hannah H. Chen, Kaushal Parikh, Agne Antanaviciute, Marta Jagielowicz, David Fawkner-Corbett, Neil Ashley, Laura Cubitt, Esther Mellado-Gomez, Moustafa Attar, Eshita Sharma, Quin F. Wills, Rory Bowden, Felix Clemens Richter, David Ahern, Kamal D. Puri, Jill Hénault, François G. Gervais, Hashem Koohy, Alison Simmons
Software Mentions: 11
Published: over 5 years ago

10.1371/journal.pone.0256694

Factors contributing to farm-level productivity and household income generation in coastal Bangladesh’s rice-based farming systems
Cited by: 18
Author(s): Shah Al Emran, Timothy J. Krupnik, Sreejith Aravindakshan, Virender Kumar, Cameron M. Pittelkow
Software Mentions: 11
Published: over 2 years ago

10.3390/cancers12123800

Dynamics of Fecal Microbiota with and without Invasive Cervical Cancer and Its Application in Early Diagnosis
Cited by: 14
Author(s): Gi-Ung Kang, Da-Ryung Jung, Yoon Hee Lee, Se Young Jeon, Hyung Soo Han, Gun Oh Chong, Jae‐Ho Shin
Software Mentions: 11
Published: over 3 years ago

10.1371/journal.pone.0183626

Species distribution models: A comparison of statistical approaches for livestock and disease epidemics
Cited by: 21
Author(s): Tracey Hollings, Andrew P. Robinson, Mary van Andel, Chris Jewell, Mark A. Burgman
Software Mentions: 11
Published: over 6 years ago

10.3389/fmicb.2019.01770

Gut Microbiota as an Objective Measurement for Auxiliary Diagnosis of Insomnia Disorder
Cited by: 55
Author(s): Bingdong Liu, Win Lin, Shujie Chen, Ting Xiang, Yifan Yang, Yulong Yin, Guohuan Xu, Zhihong Liu, Li Liu, Jiyang Pan, Liwei Xie
Software Mentions: 11
Published: over 4 years ago

10.1186/s12859-020-03786-x

IP4M: an integrated platform for mass spectrometry-based metabolomics data mining
Cited by: 32
Author(s): Dandan Liang, Quan Liu, Kejun Zhou, Jia Wang, Guoxiang Xie, Tianlu Chen
Software Mentions: 11
Published: over 3 years ago

10.1371/journal.pone.0242728

Video kills the sentiment—Exploring fans’ reception of the video assistant referee in the English premier league using Twitter data
Cited by: 10
Author(s): Otto Kolbinger, Melanie Knopp
Software Mentions: 11
Published: over 3 years ago

10.1186/s12859-017-1579-y

metaX: a flexible and comprehensive software for processing metabolomics data
Cited by: 402
Author(s): Bo Wen, Zhanlong Mei, Chunwei Zeng, Siqi Liu
Software Mentions: 11
Published: about 7 years ago

10.1017/S003329171800315X

A machine learning ensemble to predict treatment outcomes following an Internet intervention for depression
Cited by: 37
Author(s): Rahel Pearson, Derek Pisner, Björn Meyer, Jason Shumake, Christopher G. Beevers
Software Mentions: 11
Published: over 5 years ago

10.3389/fgene.2021.625145

Identification of Tumor Microenvironment-Related Prognostic Biomarkers for Ovarian Serous Cancer 3-Year Mortality Using Targeted Maximum Likelihood Estimation: A TCGA Data Mining Study
Cited by: 2
Author(s): Lu Wang, Xiaoru Sun, Chuandi Jin, Yue Fan, Fuzhong Xue
Software Mentions: 11
Published: almost 3 years ago

10.1186/s12859-018-2105-6

Building protein-protein interaction networks for Leishmania species through protein structural information
Cited by: 17
Author(s): Crhisllane Rafaele dos Santos Vasconcelos, Túlio de Lima Campos, Antônio Mauro Rezende
Software Mentions: 11
Published: about 6 years ago

10.1186/s12859-018-2264-5

Random forest versus logistic regression: a large-scale benchmark experiment
Cited by: 396
Author(s): Raphäel Couronné, Philipp Probst, Anne‐Laure Boulesteix
Software Mentions: 11
Published: almost 6 years ago

10.3389/fphys.2021.714195

Development and Validation of a Prediction Model for Elevated Arterial Stiffness in Chinese Patients With Diabetes Using Machine Learning
Cited by: 5
Author(s): Qingqing Li, Wenhui Xie, Liping Li, Lijing Wang, Qinyi You, Lu Chen, Jing Li, Yilang Ke, Jun Fang, Libin Liu, Huashan Hong
Software Mentions: 11
Published: over 2 years ago

10.1038/s41598-018-33986-8

Identification of Novel Genes in Human Airway Epithelial Cells associated with Chronic Obstructive Pulmonary Disease (COPD) using Machine-Based Learning Algorithms
Cited by: 24
Author(s): Shayan Mostafaei, Anoshirvan Kazemnejad, Sadegh Azimzadeh Jamalkandi, Soroush Amirhashchi, Seamas C. Donnelly, Michelle E. Armstrong, Mohammad Doroudian
Software Mentions: 11
Published: over 5 years ago

10.1371/journal.pone.0127816

HIV-1 Coreceptor Usage Assessment by Ultra-Deep Pyrosequencing and Response to Maraviroc
Cited by: 3
Author(s): Christophe Rodriguez, Cathia Soulié, Anne–Geneviève Marcelin, Vincent Cálvez, Diane Descamps, Charlotte Charpentier, Philippe Flandre, Patrícia Recordon-Pinson, Pantxika Bellecave, Jean‐Michel Pawlotsky, Bernard Masquelier
Software Mentions: 10
Published: almost 9 years ago

10.18632/aging.103517

Identifying CpG methylation signature as a promising biomarker for recurrence and immunotherapy in non–small-cell lung carcinoma
Cited by: 13
Author(s): Ruihan Luo, Song Jing, Xiao Xiao, Zhengbo Xie, Zhuochen Zhao, Wanfeng Zhang, Shiqi Miao, Yongyao Tang, Longke Ran
Software Mentions: 10
Published: almost 4 years ago

10.1371/journal.pone.0172705

Modelling the effects of environmental conditions on the acoustic occurrence and behaviour of Antarctic blue whales
Cited by: 21
Author(s): Fannie W. Shabangu, Dawit Yemane, Kathleen M. Stafford, Paul Ensor, Ken P. Findlay
Software Mentions: 10
Published: about 7 years ago

10.18632/aging.202174

Periodontitis in elderly patients with type 2 diabetes mellitus: impact on gut microbiota and systemic inflammation
Cited by: 18
Author(s): Jinyou Li, Haifeng Lü, Hengchao Wu, Shunmei Huang, Lufang Chen, Qifeng Gui, Wenjing Zhou, Yichen Yang, Yue Wu, Hua Zhang, Qin Zhang, Yunmei Yang
Software Mentions: 10
Published: over 3 years ago

10.1186/s12864-015-2250-5

Leveraging global gene expression patterns to predict expression of unmeasured genes
Cited by: 3
Author(s): James Rudd, René A. Zelaya, Eugene Demidenko, Ellen L. Goode, Casey S. Greene, Jennifer A. Doherty
Software Mentions: 10
Published: over 8 years ago

10.1038/s41598-020-60747-3

High-Throughput Screening to Predict Chemical-Assay Interference
Cited by: 25
Author(s): Alexandre Borrel, Ruili Huang, Srilatha Sakamuru, Menghang Xia, Anton Simeonov, Kamel Mansouri, Keith A. Houck, Richard S. Judson, Nicole Kleinstreuer
Software Mentions: 10
Published: about 4 years ago

10.1002/ece3.5599

Linking pollen foraging of megachilid bees to their nest bacterial microbiota
Cited by: 29
Author(s): Anna Voulgari‐Kokota, Markus J. Ankenbrand, Gudrun Grimmer, Ingolf Steffan‐Dewenter, Alexander Keller
Software Mentions: 10
Published: over 4 years ago

10.1155/2020/6539398

Distinguishing Kawasaki Disease from Febrile Infectious Disease Using Gene Pair Signatures
Cited by: 1
Author(s): Jiayong Zhong, Qingsheng Huang, Yanfei Wang, Huan Gao, Hongling Jia, Jun Fan, Huiying Liang
Software Mentions: 10
Published: about 4 years ago

10.1038/s41598-020-66650-1

Predicting dengue importation into Europe, using machine learning and model-agnostic methods
Cited by: 17
Author(s): Donald Salami, Carla Sousa, Maria do Rosário Oliveira Martins, César Capinha
Software Mentions: 10
Published: almost 4 years ago

10.3389/fmicb.2019.01702

Experimental Inoculation of Coral Recruits With Marine Bacteria Indicates Scope for Microbiome Manipulation in Acropora tenuis and Platygyra daedalea
Cited by: 47
Author(s): Katarina Damjanovic, Madeleine Jh van Oppen, Patricia Menéndez, Linda L. Blackall
Software Mentions: 10
Published: almost 5 years ago

10.1186/s13040-021-00235-0

Data analytics and clinical feature ranking of medical records of patients with sepsis
Cited by: 11
Author(s): Davide Chicco, Luca Oneto
Software Mentions: 10
Published: over 3 years ago

10.1186/s12859-017-1770-1

CIPHER: a flexible and extensive workflow platform for integrative next-generation sequencing data analysis and genomic regulatory element prediction
Cited by: 24
Author(s): Carlos Guzmán, Iván D’Orso
Software Mentions: 10
Published: almost 7 years ago

10.1186/s12920-019-0628-y

A deep neural network approach to predicting clinical outcomes of neuroblastoma patients
Cited by: 14
Author(s): Léon-Charles Tranchevent, Francisco Azuaje, Jagath C. Rajapakse
Software Mentions: 10
Published: over 4 years ago

10.1186/s13062-018-0214-9

Predicting clinical outcome of neuroblastoma patients using an integrative network-based approach
Cited by: 13
Author(s): Léon-Charles Tranchevent, Petr V. Nazarov, Tony Kaoma, Georges Pierre Schmartz, Arnaud Muller, Sang Yoon Kim, Jagath C. Rajapakse, Francisco Azuaje
Software Mentions: 10
Published: over 6 years ago

10.1371/journal.pone.0215142

Mathematical modeling for the prediction of cerebral white matter lesions based on clinical examination data
Cited by: 7
Author(s): Yuya Shinkawa, Takashi Yoshida, Yohei Onaka, Makoto Ichinose, Kazuo Ishii
Software Mentions: 10
Published: about 5 years ago

10.1038/s41598-018-33077-8

Machine-learning based lipid mediator serum concentration patterns allow identification of multiple sclerosis patients with high accuracy
Cited by: 41
Author(s): Jörn Lötsch, Susanne Schiffmann, Katja Schmitz, R. Brunkhorst, F. Javier Lerch, Nerea Ferreirós, Sabine Wicker, Irmgard Tegeder, Gerd Geißlinger, Alfred Ultsch
Software Mentions: 10
Published: over 5 years ago

10.1371/journal.pone.0095753

A Comparison of Supervised Machine Learning Algorithms and Feature Vectors for MS Lesion Segmentation Using Multimodal Structural MRI
Cited by: 41
Author(s): Elizabeth Sweeney, Joshua T. Vogelstein, Jennifer L. Cuzzocreo, Peter A. Calabresi, Daniel S. Reich, Ciprian M. Crainiceanu, Russell T. Shinohara
Software Mentions: 10
Published: about 10 years ago

Projects: cran: randomForest

Papers Mentioning randomForest 1,447