cran: randomForest | Projects | Ecosyste.ms: Papers

10.1038/s41379-020-0540-1

Interpretable multimodal deep learning for real-time pan-tissue pan-disease pathology search on social media
Cited by: 32
Author(s): Andrew J. Schaumberg, Wendy C. Juarez-Nicanor, Sarah J. Choudhury, Laura Guerra Pastrián, Bobbi S. Pritt, Mario Prieto Pozuelo, Ricardo Sotillo Sánchez, Khanh Ho, Nusrat Zahra, Betul Duygu Sener, Stephen Yip, Bin Xu, Srinivas Annavarapu, Aurélien Morini, Karra A. Jones, Kathia Rosado-Orozco, Sanjay Mukhopadhyay, Carlos de Miguel, Hongyu Yang, Yale Rosen, Rola H. Ali, Olaleke Oluwasegun Folaranmi, Jerad M. Gardner, Corina Rusu, Celina Stayerman, John B. Gross, Dauda Eneyamire Suleiman, S. Joseph Sirintrapun, Mariam Aly, Thomas J. Fuchs
Software Mentions: 1
Published: over 3 years ago

10.18632/aging.104132

An improved multivariate model that distinguishes COVID-19 from seasonal flu and other respiratory diseases
Cited by: 7
Author(s): Xing Guo, Yanrong Li, Hua Li, Xueqin Li, Chang Xu, Xuemei Bai, Zhanghong Song, Junfeng Li, Kefeng Li
Software Mentions: 1
Published: over 3 years ago

10.1002/pmic.201200518

Improving the default data analysis workflow for large autoimmune biomarker discovery studies with ProtoArrays
Cited by: 17
Author(s): Michael Turewicz, Caroline May, Maike Ahrens, Dirk Woitalla, Ralf Gold, Swaantje Casjens, Beate Pesch, Thomas Brüning, Helmut E. Meyer, Eckhard Nordhoff, Miriam Böckmann, Christian Stephan, Martin Eisenacher
Software Mentions: 1
Published: almost 11 years ago

10.1186/1746-6148-10-55

Spillover of pH1N1 to swine in Cameroon: an investigation of risk factors
Cited by: 16
Author(s): Brenda Larison, Kevin Y. Njabo, Anthony Chasar, Trevon Fuller, Ryan J. Harrigan, Thomas B. Smith
Software Mentions: 1
Published: over 10 years ago

10.1098/rsos.140452

How the zebra got its stripes: a problem with too many solutions
Cited by: 54
Author(s): Brenda Larison, Ryan J. Harrigan, Henri A. Thomassen, Daniel I. Rubenstein, Alec M. Chan‐Golston, Elizabeth Li, Thomas B. Smith
Software Mentions: 1
Published: over 9 years ago

10.1098/rsos.182111

Coupling of palaeontological and neontological reef coral data improves forecasts of biodiversity responses under global climatic change
Cited by: 22
Author(s): Lewis A. Jones, Philip D. Mannion, Alexander Farnsworth, Paul J. Valdes, Sarah-Jane Kelland, Peter A. Allison
Software Mentions: 1
Published: about 5 years ago

10.1186/s13102-021-00257-5

Random forest model to identify factors associated with anabolic-androgenic steroid use
Cited by: 2
Author(s): Zohreh Manoochehri, Majid Barati, Javad Faradmal, Sara Manoochehri
Software Mentions: 1
Published: about 3 years ago

10.3389/fmicb.2020.00997

Changes of the Gastric Mucosal Microbiome Associated With Histological Stages of Gastric Carcinogenesis
Cited by: 69
Author(s): Zikai Wang, Xuefeng Gao, Ranran Zeng, Qiong Wu, Huaibo Sun, Wenming Wu, Xiaomei Zhang, Gang Sun, Bin Yan, Lili Wu, Rongrong Ren, Mingzhou Guo, Lihua Peng, Yunsheng Yang
Software Mentions: 1
Published: almost 4 years ago

10.1186/s13104-017-3004-z

Intention to vaccinate universally against varicella, rotavirus gastroenteritis, meningococcal B disease and seasonal influenza among parents in the Netherlands: an internet survey
Cited by: 11
Author(s): Alies van Lier, José A. Ferreira, Liesbeth Mollema, Elisabeth A. M. Sanders, Hester E. de Melker
Software Mentions: 1
Published: over 6 years ago

10.3390/rs10010046

Comparing Pixel- and Object-Based Approaches in Effectively Classifying Wetland-Dominated Landscapes
Cited by: 36
Author(s): Tedros M. Berhane, Charles R. Lane, Qiusheng Wu, Oleg A. Anenkhonov, Victor V. Chepinoga, Bradley C. Autrey, Hongxing Liu
Software Mentions: 1
Published: over 6 years ago

10.3390/rs10040580

Decision-Tree, Rule-Based, and Random Forest Classification of High-Resolution Multispectral Imagery for Wetland Mapping and Inventory
Cited by: 138
Author(s): Tedros M. Berhane, Charles R. Lane, Qiusheng Wu, Bradley C. Autrey, Oleg A. Anenkhonov, Victor V. Chepinoga, Hongxing Liu
Software Mentions: 1
Published: about 6 years ago

10.1186/s12889-016-3690-9

Association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control study
Cited by: 9
Author(s): Félix Balazard, Sophie Le Fur, Sophie Valtat, Alain‐Jacques Valleron, Pierre Bougnères, D. Thevenieau, Corinne Fourmy Chatel, Rachel Desailloud, H. Bony-Trifunovic, Pierre-Henri Ducluzeau, Régis Coutant, Sophie Caudrelier, Armelle Pambou, Emmanuelle Dubosclard, Florence Joubert, Jan Philippé, Estelle Marcoux, Anne-Marie Bertrand, Brigitte Mignot, A. Penformis, C. Stuckens, R. Piquemal, P. Barat, Vincent Rigalleau, Chantal Stheneur, Sylviane Fournier, V. Kerlan, C. Metz, Anne Fargeot-Espaliat, Yves Reznic, Frédérique Olivier, Iva Gueorguieva, Arnaud Monier, C Radet, Vincent Gajdos, Daniel Terral, Christine Vervel, Djamel Bendifallah, Candace Ben Signor, Daniel Dervaux, Abdelkader Benmahammed, Guy-André Loeuille, Françoise Popelard, Agnès Guillou, Pierre‐Yves Benhamou, Jamil El Khoury, Jean-Pierre Brossier, Joachim Bassil, Sylvaine Clavel, B. Le Luyer, Pierre Bougnères, Françoise Labay, Isabelle Guemas, Jacques Weill, J P Cappoen, S. Nadalon, Anne Lienhardt-Roussie, Anne Paoli, Claudie Kerouedan, Edwige Yollin, Marc Nicolino, G. Simonin, Jacques Cohen, Catherine Atlan, Agnès Tamboura, Hervé Dubourg, Marie-Laure Pignol, Philippe Talon, Stéphanie Jellimann, Lucy Chaillous, S. Baron, Marie-Noëlle Bortoluzzi, Elisabeth Baechler, Randa Salet, Ariane Zelinsky-Gurung, Fabienne Dalla‐Vale, Étienne Larger, M. Laloi–Michelin, Jean‐François Gautier, Bénédicte Guérin, Laure Oilleau, Laetitia Pantalone, Céline Lukas, Isabelle Guilhem, Marc de Kerdanet, Marie-Claire Wielickzo, Mélanie Priou-Guesdon, Odile Richard, F Kurtz, Norbert Laisney, Déborah Ancelle, G. Parlier, Catherine Boniface, Dominique Paris Bockel, D Dufillot, Berthe Razafimahefa, Pierre Gourdy, P. Lecomte, Myriam Pepin-Donat, Marie-Emmanuelle Combes-Moukhovsky, Brigitte Zymmermann, Marina Raoulx, Anne Gourdin et Catherine Dumont
Software Mentions: 1
Published: over 7 years ago

10.1128/AEM.00551-18

Survival of the Enveloped Virus Phi6 in Droplets as a Function of Relative Humidity, Absolute Humidity, and Temperature
Cited by: 140
Author(s): Aaron J. Prussin, David Otto Schwake, Kaisen Lin, Daniel L. Gallagher, Linsey C. Marr, Linsey C. Marr
Software Mentions: 1
Published: almost 6 years ago

10.1126/sciadv.1602008

Climate legacies drive global soil carbon stocks in terrestrial ecosystems
Cited by: 85
Author(s): Manuel Delgado‐Baquerizo, David J. Eldridge, Fernando T. Maestre, Senani Karunaratne, Pankaj Trivedi, Peter B. Reich, Brajesh K. Singh
Software Mentions: 1
Published: about 7 years ago

10.1126/sciadv.1600692

Protein engineering by highly parallel screening of computationally designed variants
Cited by: 32
Author(s): Mark Sun, Myung Won Seo, Satra Nim, Carles Corbi‐Verge, Philip M. Kim
Software Mentions: 1
Published: almost 8 years ago

10.1126/sciadv.aax8995

Managed retreat through voluntary buyouts of flood-prone properties
Cited by: 115
Author(s): Katharine J. Mach, Caroline M. Kraan, Miyuki Hino, A.R. Siders, Erica M. Johnston, Christopher B. Field
Software Mentions: 1
Published: over 4 years ago

10.1371/journal.pone.0050441

Multi-Year Lags between Forest Browning and Soil Respiration at High Northern Latitudes
Cited by: 17
Author(s): Ben Bond‐Lamberty, A. G. Bunn, Allison M. Thomson
Software Mentions: 1
Published: over 11 years ago

10.1371/journal.pone.0149089

Selecting Optimal Random Forest Predictive Models: A Case Study on Predicting the Spatial Distribution of Seabed Hardness
Cited by: 42
Author(s): Jin Li, Minh-Tien Tran, Justy Siwabessy
Software Mentions: 1
Published: about 8 years ago

10.1038/sdata.2015.45

High-resolution gridded population datasets for Latin America and the Caribbean in 2010, 2015, and 2020
Cited by: 142
Author(s): Alessandro Sorichetta, Graeme Hornby, Forrest R. Stevens, Andrea E. Gaughan, Catherine Linard, Andrew J. Tatem
Software Mentions: 1
Published: over 8 years ago

10.3390/molecules24234393

Construction of Quantitative Structure Activity Relationship (QSAR) Models to Predict Potency of Structurally Diversed Janus Kinase 2 Inhibitors
Cited by: 10
Author(s): Saw Simeon, Nathjanan Jongkon
Software Mentions: 1
Published: over 4 years ago

10.1186/s12889-021-11307-5

The causal effect and impact of reproductive factors on breast cancer using super learner and targeted maximum likelihood estimation: a case-control study in Fars Province, Iran
Cited by: 9
Author(s): Amir Almasi‐Hashiani, Saharnaz Nedjat, Reza Ghiasvand, Saeid Safiri, Maryam Nazemipour, Nasrin Mansournia, Mohammad Alì Mansournia
Software Mentions: 1
Published: almost 3 years ago

10.1038/s41597-019-0093-7

A spatiotemporal natural-human database to evaluate road development impacts in an Amazon trinational frontier
Cited by: 7
Author(s): Geraldine Klarenberg, Rafael Muñoz‐Carpena, Stephen G. Perz, Christopher Baraloto, Matthew Marsik, Jane Southworth, Likai Zhu
Software Mentions: 1
Published: almost 5 years ago

10.1016/j.csbj.2020.04.001

i4mC-Mouse: Improved identification of DNA N4-methylcytosine sites in the mouse genome using multiple encoding schemes
Cited by: 53
Author(s): Md. Mehedi Hasan, Balachandran Manavalan, Watshara Shoombuatong, Mst. Shamima Khatun, Hiroyuki Kurata
Software Mentions: 1
Published: over 4 years ago

10.1007/s00439-012-1194-y

Risk estimation and risk prediction using machine-learning methods
Cited by: 110
Author(s): Jochen Kruppa, Andreas Ziegler, Inke R. König
Software Mentions: 1
Published: almost 12 years ago

10.1186/s12967-017-1365-7

Exhaled breath condensate metabolome clusters for endotype discovery in asthma
Cited by: 39
Author(s): Anirban Sinha, Koundinya Desiraju, Kunal Aggarwal, Rintu Kutum, Siddhartha Roy, Rakesh Lodha, S. K. Kabra, Balaram Ghosh, Tavpritesh Sethi, Anurag Agrawal
Software Mentions: 1
Published: over 6 years ago

10.1038/srep12337

Prediction of drug-induced nephrotoxicity and injury mechanisms with human induced pluripotent stem cell-derived cells and machine learning methods
Cited by: 78
Author(s): Karthikeyan Kandasamy, Jacqueline Kai Chin Chuah, Ran Su, Peng Huang, Kim Guan Eng, Sijing Xiong, Li Yao, Chun Siang Chia, Lit‐Hsin Loo, Daniele Zink
Software Mentions: 1
Published: almost 9 years ago

10.1371/journal.pone.0097910

Biodiversity Mapping in a Tropical West African Forest with Airborne Hyperspectral Data
Cited by: 54
Author(s): Gaia Vaglio Laurin, Jonathan Cheung-Wai Chan, Qi Chen, Jeremy A. Lindsell, David A. Coomes, Leila Guerriero, Fabio Del Frate, Franco Miglietta, Р. Валентини
Software Mentions: 1
Published: almost 10 years ago

10.1038/srep21842

Precise estimation of soil organic carbon stocks in the northeast Tibetan Plateau
Cited by: 38
Author(s): Ruinan Yang, Gan‐Lin Zhang, Fei Yang, Junjun Zhi, Fan Yang, Feng Liu, Yu-Guo Zhao, Decheng Li
Software Mentions: 1
Published: about 8 years ago

10.1371/journal.pone.0098587

Application of Random Forests Methods to Diabetic Retinopathy Classification Analyses
Cited by: 106
Author(s): Ramon Casanova, Santiago Saldana, Emily Y. Chew, Ronald P. Danis, Craig M. Greven, Walter T. Ambrosius
Software Mentions: 1
Published: almost 10 years ago

10.1371/journal.pone.0200337

Distinctions and associations between the microbiota of saliva and supragingival plaque of permanent and deciduous teeth
Cited by: 30
Author(s): Weihua Shi, Jing Tian, Xing He, Qiong Zhou, Man Qin
Software Mentions: 1
Published: almost 6 years ago

10.1186/s12888-018-1625-y

Understanding the emotions of patients with inadequate response to antidepressant treatments: results of an international online survey in patients with major depressive disorder
Cited by: 12
Author(s): Rajnish Mago, Andrea Fagiolini, Emmanuelle Weiller, Catherine Weiss
Software Mentions: 1
Published: over 6 years ago

10.3389/fmicb.2017.02362

Evaluation of Bronchoalveolar Lavage Fluid Cytokines as Biomarkers for Invasive Pulmonary Aspergillosis in At-Risk Patients
Cited by: 50
Author(s): Samuel M. Gonçalves, Katrien Lagrou, Cláudia S. Rodrigues, Cláudia F. Campos, Leticia Bernal‐Martínez, Francisca Rodrigues, Ricardo Silvestre, Laura Alcàzar-Fuoli, Johan Maertens, Cristina Cunha, Agostinho Carvalho
Software Mentions: 1
Published: over 6 years ago

10.3389/fmicb.2019.01664

The Microbiome of Prostate Fluid Is Associated With Prostate Cancer
Cited by: 25
Author(s): Xiaowei Ma, Chenfei Chi, Liancheng Fan, Baijun Dong, Xiaoliang Shao, Songqiang Xie, Min Li, Wei Xue
Software Mentions: 1
Published: almost 5 years ago

10.1016/j.csbj.2021.04.005

Identifying the minimum amplicon sequence depth to adequately predict classes in eDNA-based marine biomonitoring using supervised machine learning
Cited by: 4
Author(s): Verena Dully, Thomas A. Wilding, Timo Mühlhaus, Thorsten Stoeck
Software Mentions: 1
Published: over 3 years ago

10.1186/1753-6561-8-S5-S1

XVIth QTLMAS: simulated dataset and comparative analysis of submitted results for QTL mapping and genomic evaluation
Cited by: 16
Author(s): Mario Graziano Usai, Giustino Gaspa, N.P.P. Macciotta, Antonello Carta, Sara Casu
Software Mentions: 1
Published: over 9 years ago

10.1186/1753-6561-8-S5-S4

Genome wide association analysis of the 16th QTL- MAS Workshop dataset using the Random Forest machine learning approach
Cited by: 5
Author(s): Giulietta Minozzi, Andrea Pedretti, Stefano Biffani, Ezequiel Luís Nicolazzi, Alessandra Stella
Software Mentions: 1
Published: over 9 years ago

10.1038/srep37005

12-months metabolic changes among gender dysphoric individuals under cross-sex hormone treatment: a targeted metabolomics study
Cited by: 29
Author(s): Matthias Auer, Alexander Cecil, Yasmin Roepke, Charlotte Bultynck, Charlotte Pas, Johannes Fuß, Cornelia Prehn, Rui Wang-Sattler, Jerzy Adamski, G. K. Stalla, Guy T’Sjoen
Software Mentions: 1
Published: over 7 years ago

10.1186/s12859-019-3290-7

An improved random forest-based computational model for predicting novel miRNA-disease associations
Cited by: 27
Author(s): Dengju Yao, Xu Zhan, Chee-Keong Kwoh
Software Mentions: 1
Published: over 4 years ago

10.3390/molecules26010088

Classification of Unifloral Honeys from SARDINIA (Italy) by ATR-FTIR Spectroscopy and Random Forest
Cited by: 10
Author(s): Marco Ciulu, Elisa Oertel, Rosanna Serra, Roberta Farre, Nadia Spano, Marco Caredda, Luca Malfatti, Gavino Sanna
Software Mentions: 1
Published: over 3 years ago

10.1038/srep39832

Feature selection and classification of urinary mRNA microarray data by iterative random forest to diagnose renal fibrosis: a two-stage study
Cited by: 22
Author(s): Le-Ting Zhou, Yuhan Cao, Lin‐Li Lv, Kun-Ling Ma, Pingsheng Chen, Hai-Feng Ni, Xiang-Dong Lei, Bi‐Cheng Liu
Software Mentions: 1
Published: over 7 years ago

10.1371/journal.pone.0251976

Hierarchical genetic structure in an evolving species complex: Insights from genome wide ddRAD data in Sebastes mentella
Cited by: 4
Author(s): Atal Saha, Matthew Kent, Lorenz Hauser, Daniel P. Drinan, Einar Eg Nielsen, Jon‐Ivar Westgaard, Sigbjørn Lien, Torild Johansen
Software Mentions: 1
Published: almost 3 years ago

10.1093/jis/14.1.9

The Dufour’s gland and the cuticle in the social wasp Ropalidia marginata contain the same hydrocarbons in similar proportions
Cited by: 7
Author(s): Aniruddha Mitra, Raghavendra Gadagkar
Software Mentions: 1
Published: over 10 years ago

10.1371/journal.pone.0156571

Random Forests for Global and Regional Crop Yield Predictions
Cited by: 321
Author(s): Jig Han Jeong, Jonathan P. Resop, Nathaniel D. Mueller, David H. Fleisher, Kyungdahm Yun, Ethan E. Butler, Dennis Timlin, Kyo Moon Shim, James Gerber, Vangimalla R. Reddy, Sung Hyun Kim
Software Mentions: 1
Published: almost 8 years ago

10.1038/srep43761

Large-scale human skin lipidomics by quantitative, high-throughput shotgun mass spectrometry
Cited by: 45
Author(s): Tomasz Sadowski, Christian Klose, Mathias J. Gerl, Anna Wójcik-Maciejewicz, Ronny Herzog, Kai Simons, Adam Reich, Michał A. Surma
Software Mentions: 1
Published: about 7 years ago

10.1155/2014/258627

Designing Lead Optimisation of MMP-12 Inhibitors
Cited by: 15
Author(s): Matteo Borrotti, Davide De March, Debora Slanzi, Irene Poli
Software Mentions: 1
Published: over 10 years ago

10.1038/srep46632

Rational design of non-resistant targeted cancer therapies
Cited by: 10
Author(s): Francisco Martínez-Jiménez, John P. Overington, Bissan Al‐Lazikani, Marc A. Martí‐Renom
Software Mentions: 1
Published: about 7 years ago

Projects: cran: randomForest

Papers Mentioning randomForest 1,447