cran: randomForest | Projects | Ecosyste.ms: Papers

10.1093/sleep/zsab035

Sleep health and cognitive function among people with and without HIV: the use of different machine learning approaches
Cited by: 10
Author(s): Davide De Francesco, Caroline Sabin, Alan Winston, Michael Rueschman, Nicki Doyle, Jane Anderson, Jaime H. Vera, Marta Boffito, Memory Sachikonye, Patrick Mallon, Lewis Haddow, Frank A. Post, Susan Redline, Ken M. Kunisaki
Software Mentions: 4
Published: almost 4 years ago

10.1371/journal.pone.0176339

A systematic approach to estimate the distribution and total abundance of British mammals
Cited by: 41
Author(s): Simon Croft, Aliénor L. M. Chauvenet, Graham C. Smith
Software Mentions: 4
Published: over 7 years ago

10.3390/microorganisms9081595

Habitats Are More Important Than Seasons in Shaping Soil Bacterial Communities on the Qinghai-Tibetan Plateau
Cited by: 7
Author(s): Rui Wang, Wei Miao, Jing Wang, Yongjun Lin
Software Mentions: 4
Published: over 3 years ago

10.1002/ece3.6101

Effects of seed morphology and elaiosome chemical composition on attractiveness of fiveTrilliumspecies to seed‐dispersing ants
Cited by: 14
Author(s): Chelsea N. Miller, Susan R. Whitehead, Charles Kwit
Software Mentions: 4
Published: over 4 years ago

10.3390/s19194342

Prediction of Motor Failure Time Using An Artificial Neural Network
Cited by: 39
Author(s): Gustavo Scalabrini Sampaio, Arnaldo Rabello de Aguiar Vallim Filho, Leilton Santos da Silva, Leandro Augusto da Silva
Software Mentions: 4
Published: about 5 years ago

10.1371/journal.pone.0239149

Fertilizer profitability for smallholder maize farmers in Tanzania: A spatially-explicit ex ante analysis
Cited by: 5
Author(s): Sebastian Palmas, Jordan Chamberlin
Software Mentions: 4
Published: about 4 years ago

10.3389/fpls.2021.639253

A Machine Learning Approach to Prioritizing Functionally Active F-box Members in Arabidopsis thaliana
Cited by: 2
Author(s): Yang Li, Madhura M. Yapa, Zhihua Hua
Software Mentions: 4
Published: over 3 years ago

10.3390/s140815348

Intra-and-Inter Species Biomass Prediction in a Plantation Forest: Testing the Utility of High Spatial Resolution Spaceborne Multispectral RapidEye Sensor and Advanced Machine Learning Algorithms
Cited by: 104
Author(s): Timothy Dube, Onisimo Mutanga, Elhadi Adam, Riyad Ismail
Software Mentions: 4
Published: over 10 years ago

10.3389/fpls.2016.01864

Phenotyping: Using Machine Learning for Improved Pairwise Genotype Classification Based on Root Traits
Cited by: 23
Author(s): Jiangsan Zhao, Gernot Bodner, Boris Rewald
Software Mentions: 4
Published: almost 8 years ago

10.1186/s40168-016-0178-x

Variable responses of human microbiomes to dietary supplementation with resistant starch
Cited by: 257
Author(s): Arvind Venkataraman, Jessica R. Sieber, Alex W. Schmidt, Clive Waldron, Kevin R. Theis, Thomas M. Schmidt
Software Mentions: 4
Published: over 8 years ago

10.1100/2012/380495

Gene Expression Profiles for Predicting Metastasis in Breast Cancer: A Cross-Study Comparison of Classification Methods
Cited by: 15
Author(s): Mark Burton, Mads Thomassen, Qihua Tan, Torben A. Kruse
Software Mentions: 4
Published: almost 13 years ago

10.3389/fpls.2020.603921

Prediction of Biomass and N Fixation of Legume–Grass Mixtures Using Sensor Fusion
Cited by: 17
Author(s): Esther Grüner, Thomas Astor, M. Wachendorf
Software Mentions: 4
Published: almost 4 years ago

10.3389/fpls.2021.636915

Trait Diversity of Pulse Species Predicts Agroecosystem Properties Trade-Offs
Cited by: 0
Author(s): Julie Guiguitant, Denis Vile, Hélène Marrou
Software Mentions: 4
Published: over 3 years ago

10.3389/fpubh.2021.680054

The Optimal Machine Learning-Based Missing Data Imputation for the Cox Proportional Hazard Model
Cited by: 12
Author(s): Chao-Yu Guo, Ying-Chen Yang, Yi‐Hau Chen
Software Mentions: 4
Published: over 3 years ago

10.1002/ece3.6488

Diet of a rare herbivore based on DNA metabarcoding of feces: Selection, seasonality, and survival
Cited by: 21
Author(s): Amanda R. Goldberg, Courtney J. Conway, David C. Tank, Kimberly R. Andrews, Digpal Singh Gour, Lisette P. Waits
Software Mentions: 4
Published: over 4 years ago

10.1186/s12920-015-0130-0

TumorTracer: a method to identify the tissue of origin from the somatic mutations of a tumor specimen
Cited by: 42
Author(s): Andrea Marion Marquard, Nicolai J. Birkbak, Cecilia Engel Thomas, Francesco Favero, Marcin Krzystanek, Céline Lefèbvre, Charles Ferté, Mariam Jamal‐Hanjani, Gareth A. Wilson, Seema Shafi, Charles Swanton, Fabrice André, Zoltán Szállási, Aron C. Eklund
Software Mentions: 4
Published: about 9 years ago

10.1002/ece3.2507

Changing climate mediates sapsucker (Aves: Sphyrapicus ) hybrid zone movement
Cited by: 23
Author(s): Shawn M. Billerman, Melanie A. Murphy, Matthew D. Carling
Software Mentions: 4
Published: about 8 years ago

10.3390/s19112448

Non-Invasive Sensing of Nitrogen in Plant Using Digital Images and Machine Learning for Brassica Campestris ssp. Chinensis L.
Cited by: 19
Author(s): Xin Xiong, Zhang Jing-jin, Doudou Guo, Liu Chang, Danfeng Huang
Software Mentions: 4
Published: over 5 years ago

10.1371/journal.pone.0185682

Meta-analysis of peripheral blood gene expression modules for COPD phenotypes
Cited by: 15
Author(s): Dominik Reinhold, Jarrett Morrow, Sean Jacobson, Junxiao Hu, Benjamin Ringel, Max A. Seibold, Craig P. Hersh, Katerina Kechris, Russell P. Bowler
Software Mentions: 4
Published: about 7 years ago

10.3389/fpls.2019.01570

Genetic Correlation, Genome-Wide Association and Genomic Prediction of Portable NIRS Predicted Carotenoids in Cassava Roots
Cited by: 18
Author(s): Ugochukwu N. Ikeogu, Deniz Akdemir, Wolfe, Uche Godfrey Okeke, Chinedozi Amaefula, Jean‐Luc Jannink, Chiedozie Egesi
Software Mentions: 4
Published: almost 5 years ago

10.1186/s12859-017-1848-9

A machine learning approach for predicting methionine oxidation sites
Cited by: 26
Author(s): Juan Carlos Aledo, Francisco R. Cantón, Francisco J. Veredas
Software Mentions: 4
Published: about 7 years ago

10.1371/journal.pone.0093950

A Comparison of Supervised Classification Methods for the Prediction of Substrate Type Using Multibeam Acoustic and Legacy Grain-Size Data
Cited by: 125
Author(s): David Stephens, Markus Diesing
Software Mentions: 4
Published: over 10 years ago

10.1371/journal.pone.0184677

Simple yet effective: Historical proximity variables improve the species distribution models for invasive giant hogweed (Heracleum mantegazzianum s.l.) in Poland
Cited by: 7
Author(s): Piotr Mędrzycki, Ingeborga Jarzyna, Artur Obidziński, B. Tokarska-Guzik, Zofia Sotek, Piotr Pabjanek, Adam Pytlarczyk, Izabela Sachajdakiewicz
Software Mentions: 4
Published: about 7 years ago

10.1002/ece3.1823

Modeling and predicting the growth of the mussel, Mytilus edulis : implications for planning of aquaculture and eutrophication mitigation
Cited by: 18
Author(s): Per Bergström, Susanne Lindegarth, Mats Lindegarth
Software Mentions: 4
Published: almost 9 years ago

10.1371/journal.pone.0117844

Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble
Cited by: 61
Author(s): Wang Hong, Qingsong Xu, Lifeng Zhou
Software Mentions: 4
Published: over 9 years ago

10.3389/fonc.2020.01638

Establishment of Decision Rules and Risk Assessment Model for Preoperative Prediction of Lymph Node Metastasis in Gastric Cancer
Cited by: 9
Author(s): Chao Huang, Cegui Hu, Jinfeng Zhu, Wenjun Zhang, Jun Huang, Zhengming Zhu
Software Mentions: 4
Published: about 4 years ago

10.1002/ece3.5464

Cuticular hydrocarbons as potential mediators of cryptic species divergence in a mutualistic ant association
Cited by: 18
Author(s): Juliane Hartke, Philipp P. Sprenger, Jacqueline Sahm, Helena Winterberg, Jérôme Orivel, Hannes Baur, Till Beuerle, Thomas Schmitt, Barbara Feldmeyer, Florian Menzel
Software Mentions: 4
Published: over 5 years ago

10.1038/s41598-021-87870-z

Selection of nitrogen responsive root architectural traits in spinach using machine learning and genetic correlations
Cited by: 15
Author(s): Henry O. Awika, Amit Kumar Mishra, Haramrit Gill, James DiPiazza, Carlos A. Avila, Vijay Joshi
Software Mentions: 4
Published: over 3 years ago

10.1038/s41598-021-90690-w

Comprehensive machine learning based study of the chemical space of herbicides
Cited by: 15
Author(s): Davor Oršolić, Vesna Pehar, Tomislav Šmuc, Višnja Stepanić
Software Mentions: 4
Published: over 3 years ago

10.1038/s41598-021-86921-9

Systematic prediction of drug resistance caused by transporter genes in cancer cells
Cited by: 4
Author(s): Yao Shen, Zhipeng Yan
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pone.0198797

Clinical diagnosis of partial or complete anterior cruciate ligament tears using patients' history elements and physical examination tests
Cited by: 19
Author(s): Simon Décary, Michel Fallaha, Sylvain Belzile, Johanne Martel‐Pelletier, Jean‐Pierre Pelletier, Debbie Feldman, Marie‐Pierre Sylvestre, Pascal‐André Vendittoli, François Desmeules
Software Mentions: 4
Published: over 6 years ago

10.1371/journal.pone.0101239

Visualizing Molecular Profiles of Glioblastoma with GBM-BioDP
Cited by: 49
Author(s): Orieta Celiku, Seth Johnson, Shuping Zhao, Kevin Camphausen, Uma Shankavaram
Software Mentions: 4
Published: over 10 years ago

10.3390/microorganisms8122043

Identification of Nitrogen Fixation Genes in Lactococcus Isolated from Maize Using Population Genomics and Machine Learning
Cited by: 10
Author(s): Shawn M. Higdon, Bihua C. Huang, A. B. Bennett, Bart C. Weimer
Software Mentions: 4
Published: almost 4 years ago

10.1371/journal.pone.0077191

Regional Differences in Seasonal Timing of Rainfall Discriminate between Genetically Distinct East African Giraffe Taxa
Cited by: 24
Author(s): Henri A. Thomassen, Adam H. Freedman, David M. Brown, Wolfgang Buermann, David K. Jacobs
Software Mentions: 4
Published: about 11 years ago

10.1186/s40168-018-0568-3

Fecal source identification using random forest
Cited by: 85
Author(s): Adélaïde Roguet, A. Murat Eren, Ryan J. Newton, Sandra L. McLellan
Software Mentions: 4
Published: about 6 years ago

10.1038/s41598-021-81205-8

Ranking of a wide multidomain set of predictor variables of children obesity by machine learning variable importance techniques
Cited by: 14
Author(s): Helena Marcos-Pasero, Gonzalo Colmenarejo, Elena Aguilar-Aguilar, Ana Ramı́rez de Molina, Guillermo Reglero, Viviana Loria-Kohen
Software Mentions: 4
Published: almost 4 years ago

10.1093/tas/txaa098

Influence of three times weekly alfalfa supplementation on the behavior of beef cows grazing dormant Montana rangeland1
Cited by: 0
Author(s): Noah Davis, Samuel A Wyffels, Carla D Sanford, Timothy DelCurto
Software Mentions: 4
Published: almost 4 years ago

10.1371/journal.pone.0249143

Modeling transmission dynamics and effectiveness of worker screening programs for SARS-CoV-2 in pork processing plants
Cited by: 7
Author(s): Kimberly VanderWaal, Lora Black, Judy Hodge, Addisalem Bedada, Scott Dee
Software Mentions: 4
Published: about 3 years ago

10.1371/journal.pone.0125795

Predicting Human Genetic Interactions from Cancer Genome Evolution
Cited by: 18
Author(s): Xiaowen Lu, Wout Megchelenbrink, Richard A. Notebaart, Martijn A. Huynen
Software Mentions: 4
Published: over 9 years ago

10.3389/fonc.2020.558162

Radiomic Features From Multi-Parameter MRI Combined With Clinical Parameters Predict Molecular Subgroups in Patients With Medulloblastoma
Cited by: 32
Author(s): Jing Yan, Lei Liu, Weiwei Wang, Yuanshen Zhao, Kay Ka‐Wai Li, Ké Li, Li Wang, Binke Yuan, Haiyang Geng, Shenghai Zhang, Zhen Liu, Wenchao Duan, Yunbo Zhan, Dongling Pei, Haibiao Zhao, Tongwen Sun, Chen Sun, Wenqing Wang, Xuanke Hong, Xiangxiang Wang, Yu Guo, Wencai Li, Jingliang Cheng, Xianzhi Liu, Ho‐Keung Ng, Zhicheng Li, Zhenyu Zhang
Software Mentions: 4
Published: about 4 years ago

10.1007/s00204-017-2067-x

Predicting in vivo effect levels for repeat-dose systemic toxicity using chemical, biological, kinetic and study covariates
Cited by: 11
Author(s): Lisa Truong, Gladys Ouédraogo, Ly Ly Pham, Jacques Clouzeau, Sophie Loisel-Joubert, Delphine Blanchet, Hicham Noçairi, Woodrow Setzer, Richard S. Judson, Christopher M. Grulke, Kamel Mansouri, Matthew T. Martin
Software Mentions: 4
Published: about 7 years ago

10.1186/s40168-019-0721-7

Longitudinal investigation of the swine gut microbiome from birth to market reveals stage and growth performance associated bacteria
Cited by: 231
Author(s): Xiaofan Wang, Tsung Cheng Tsai, Feilong Deng, Xiaoyuan Wei, Jianmin Chai, J. S. Knapp, J. K. Apple, C. V. Maxwell, Jung Ae Lee, Ying Liu, Jiangchao Zhao
Software Mentions: 4
Published: over 5 years ago

10.1038/s41598-020-75291-3

Assessing the susceptibility of schools to flood events in Iran
Cited by: 14
Author(s): Saleh Yousefi, Hamid Reza Pourghasemi, Sayed Naeim Emami, Omid Rahmati, Shahla Tavangar, Soheila Pouyan, John P. Tiefenbacher, Shahbaz Shamsoddini, Mohammad Nekoeimehr
Software Mentions: 4
Published: about 4 years ago

10.1371/journal.pone.0142113

Decadal Trend in Agricultural Abandonment and Woodland Expansion in an Agro-Pastoral Transition Band in Northern China
Cited by: 16
Author(s): Chao Wang, Qiong Gao, Wang Xian, Mei Yu
Software Mentions: 4
Published: about 9 years ago

10.1016/j.mex.2019.09.035

The use of classification and regression algorithms using the random forests method with presence-only data to model species’ distribution
Cited by: 17
Author(s): Lei Zhang, Falk Huettmann, Xudong Zhang, Shirong Liu, Sun Park, Zhen Yu, Chunrong Mi
Software Mentions: 4
Published: almost 6 years ago

10.1038/s41424-018-0059-7

First Degree Relatives of Patients with Celiac Disease Harbour an Intestinal Transcriptomic Signature that Might Protect them from Enterocyte Damage
Cited by: 5
Author(s): Pragyan Acharya, Rintu Kutum, Rajesh Pandey, Abhishek Mishra, Ratan K. Saha, Akshay Munjal, Vineet Ahuja, Mitali Mukerji, Govind Makharia
Software Mentions: 4
Published: about 6 years ago

10.1186/s12014-021-09318-w

Circulating proteins associated with allergy development in infants—an exploratory analysis
Cited by: 5
Author(s): Marit Stockfelt, Mun‐Gwan Hong, Bill Hesselmar, Ingegerd Adlerberth, Agnes E. Wold, Jochen M. Schwenk, Anna‐Carin Lundell, Anna Rudin
Software Mentions: 4
Published: over 3 years ago

10.1038/s41598-020-69157-x

Improving prediction of rare species’ distribution from community data
Cited by: 13
Author(s): Chongliang Zhang, Yong Chen, Binduo Xu, Ying Xue, Yiping Ren
Software Mentions: 4
Published: over 4 years ago

10.1371/journal.pone.0235361

Expressing uncertainty in Human-Robot interaction
Cited by: 2
Author(s): Christoph Bartneck, Elena Moltchanova
Software Mentions: 4
Published: over 4 years ago

10.1371/journal.pone.0185276

Predicting perceived visual complexity of abstract patterns using computational measures: The influence of mirror symmetry on complexity perception
Cited by: 37
Author(s): Andreas Gartus, Helmut Leder
Software Mentions: 4
Published: about 7 years ago

10.3390/metabo11080533

Kidney Allograft Function Is a Confounder of Urine Metabolite Profiles in Kidney Allograft Recipients
Cited by: 4
Author(s): Karsten Suhre, Darshana Dadhania, John Richard Lee, Thangamani Muthukumar, Justin Chen, Steven S. Gross, Manikkam Suthanthiran
Software Mentions: 4
Published: over 3 years ago

10.1038/s41598-020-61288-5

Forecasting risk gene discovery in autism with machine learning and genome-scale data
Cited by: 21
Author(s): Leo Brueggeman, Tanner Koomar, Jacob J. Michaelson
Software Mentions: 4
Published: over 4 years ago

10.1371/journal.pone.0125814

Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions
Cited by: 548
Author(s): Tomislav Hengl, G.B.M. Heuvelink, J.G.B. Leenaars, Markus Walsh, Keith D. Shepherd, Andrew Sila, R.A. MacMillan, Jorge Mendes de Jesus, Lulseged Tamene, Jérôme E. Tondoh
Software Mentions: 4
Published: over 9 years ago

10.3389/fonc.2020.604266

Prediction of Pathological Upgrading at Radical Prostatectomy in Prostate Cancer Eligible for Active Surveillance: A Texture Features and Machine Learning-Based Analysis of Apparent Diffusion Coefficient Maps
Cited by: 10
Author(s): Jinke Xie, Basen Li, Xiangde Min, Peipei Zhang, Chanyuan Fan, Qiubai Li, Liang Wang
Software Mentions: 4
Published: almost 4 years ago

10.1038/s41598-020-76161-8

Better understanding and prediction of antiviral peptides through primary and secondary structure feature importance
Cited by: 34
Author(s): Abu Sayed Chowdhury, Sarah Reehl, Kylene Kehn-Hall, Barney Bishop, Bobbie‐Jo Webb‐Robertson
Software Mentions: 4
Published: about 4 years ago

10.3389/fmicb.2019.03155

Interacting Temperature, Nutrients and Zooplankton Grazing Control Phytoplankton Size-Abundance Relationships in Eight Swiss Lakes
Cited by: 29
Author(s): Francesco Pomati, Jonathan B. Shurin, Ken Haste Andersen, Christoph Tellenbach, Andrew D. Barton
Software Mentions: 4
Published: almost 5 years ago

10.1038/s41598-019-39450-5

Forecasting the response to global warming in a heat-sensitive species
Cited by: 32
Author(s): Francesca Brivio, Milena Zurmühl, Stefano Grignolio, Jost von Hardenberg, Marco Apollonio, Simone Ciuti
Software Mentions: 4
Published: over 5 years ago

10.1038/s41598-019-44547-y

Disrupted Maturation of the Microbiota and Metabolome among Extremely Preterm Infants with Postnatal Growth Failure
Cited by: 57
Author(s): Noelle Younge, Christopher B. Newgard, C. Michael Cotten, Ronald N. Goldberg, Michael J. Muehlbauer, James R. Bain, Robert Stevens, Thomas M. O’Connell, John F. Rawls, Patrick C. Seed, Patricia L. Ashley
Software Mentions: 4
Published: over 5 years ago

10.1038/s41598-019-56485-w

Statistical Analysis of Dual-task Gait Characteristics for Cognitive Score Estimation
Cited by: 14
Author(s): Taku Matsuura, Kazuhiro Sakashita, Andrey Grushnikov, Fumio Okura, Ikuhisa Mitsugami, Yasushi Yagi
Software Mentions: 4
Published: almost 5 years ago

10.1371/journal.pone.0231840

Commercial integrated crop-livestock systems achieve comparable crop yields to specialized production systems: A meta-analysis
Cited by: 37
Author(s): Caitlin A. Peterson, Leonardo Deiss, Amélie C. M. Gaudin
Software Mentions: 4
Published: over 4 years ago

10.3390/md17110601

Fungal Diversity in Intertidal Mudflats and Abandoned Solar Salterns as a Source for Biological Resources
Cited by: 18
Author(s): Young Mok Heo, Hanbyul Lee, Kyeongwon Kim, Sun Lul Kwon, Min Young Park, Ji Eun Kang, Gyu Hyeok Kim, Beom Seok Kim, Jae Jin Kim
Software Mentions: 4
Published: about 5 years ago

10.1038/s41598-018-36292-5

Metabolic phenotype of breast-fed infants, and infants fed standard formula or bovine MFGM supplemented formula: a randomized controlled trial
Cited by: 39
Author(s): Xuan He, Mariana Parenti, Tove Grip, Magnus Domellöf, Bo Lönnerdal, Olle Hernell, Niklas Timby, Carolyn M. Slupsky
Software Mentions: 4
Published: almost 6 years ago

10.3389/fmicb.2021.609048

kernInt: A Kernel Framework for Integrating Supervised and Unsupervised Analyses in Spatio-Temporal Metagenomic Datasets
Cited by: 8
Author(s): Elies Ramon, Lluís A. Belanche-Muñoz, F. Molist, Raquel Quintanilla, Miguel Pérez‐Enciso, Yuliaxis Ramayo-Caldas
Software Mentions: 4
Published: almost 4 years ago

10.1038/s41598-018-37309-9

HRGPred: Prediction of herbicide resistant genes with k-mer nucleotide compositional features and support vector machine
Cited by: 8
Author(s): Prabina Kumar Meher, Tanmaya Kumar Sahu, K. Raghunandan, Shachi Gahoi, Nalini Kanta Choudhury, Atmakuri Ramakrishna Rao
Software Mentions: 4
Published: almost 6 years ago

10.1371/journal.pone.0137654

The Role of the Immune Response in the Pathogenesis of Thyroid Eye Disease: A Reassessment
Cited by: 15
Author(s): James T. Rosenbaum, Dongseok Choi, Amanda Wong, David J. Wilson, Hans E. Grossniklaus, Christina A. Harrington, Roger A. Dailey, John D. Ng, Eric A. Steele, Craig N. Czyz, Jill A. Foster, David T. Tse, Chris Alabiad, Sander R. Dubovy, Prashant K. Parekh, Gerald J. Harris, Michael Kazim, Payal Patel, Valerie A. White, Peter J. Dolman, Deepak P. Edward, Hind M. Alkatan, Hailah Al Hussain, Dinesh Selva, R. Patrick Yeatts, Bobby S. Korn, Don O. Kikkawa, Patrick Stauffer
Software Mentions: 4
Published: about 9 years ago

10.3389/fmicb.2020.00873

Long-Term Stochasticity Combines With Short-Term Variability in Assembly Processes to Underlie Rice Paddy Sustainability
Cited by: 7
Author(s): Wenjing Liu, Emily B. Graham, Linghao Zhong, Jianwei Zhang, Shijie Li, Xiangui Lin, Youzhi Feng
Software Mentions: 4
Published: over 4 years ago

10.1371/journal.pone.0062439

Novel Algorithm for Non-Invasive Assessment of Fibrosis in NAFLD
Cited by: 50
Author(s): Jan-Peter Sowa, Dominik Heider, Lars P. Bechmann, Guido Gerken, Daniel Hoffmann, Ali Canbay
Software Mentions: 4
Published: over 11 years ago

10.1038/s41598-019-39773-3

Environmental structure drives resistance to phages and antibiotics during phage therapy and to invading lysogens during colonisation
Cited by: 34
Author(s): Jorge Moura de Sousa, Eduardo P. C. Rocha
Software Mentions: 4
Published: over 5 years ago

10.1038/s41598-020-79055-x

Simultaneous allergic traits in dogs and their owners are associated with living environment, lifestyle and microbial exposures
Cited by: 13
Author(s): Jenni Lehtimäki, Hanna Sinkko, Anna Hielm‐Björkman, Tiina Laatikainen, Lasse Ruokolainen, Hannes Lohi
Software Mentions: 4
Published: almost 4 years ago

10.2196/jmir.6240

Impact of Predicting Health Care Utilization Via Web Search Behavior: A Data-Driven Analysis
Cited by: 33
Author(s): Vibhu Agarwal, L. Zhang, Josh Zhu, Shiyuan Fang, Tim Cheng, Chloe Hong, Nigam H. Shah
Software Mentions: 4
Published: about 8 years ago

10.3389/fmicb.2016.00949

Prediction of Biofilm Inhibiting Peptides: An In silico Approach
Cited by: 38
Author(s): Sudheer Gupta, Ashok Sharma, Shubham K. Jaiswal, Vineet K. Sharma
Software Mentions: 3
Published: over 8 years ago

10.1371/journal.pone.0239385

Multiple drivers of the COVID-19 spread: The roles of climate, international mobility, and region-specific conditions
Cited by: 36
Author(s): Yasuhiro Kubota, Takayuki Shiono, Buntarou Kusumoto, Junichi Fujinuma
Software Mentions: 3
Published: about 4 years ago

10.1186/s12864-019-6295-8

Rule-based meta-analysis reveals the major role of PB2 in influencing influenza A virus virulence in mice
Cited by: 4
Author(s): Fransiskus Xaverius Ivan, Chee Keong Kwoh
Software Mentions: 3
Published: almost 5 years ago

10.1038/s41598-018-29566-5

Novel 3D Structure Based Model for Activity Prediction and Design of Antimicrobial Peptides
Cited by: 34
Author(s): Shicai Liu, Jingxiao Bao, Xingzhen Lao, Heng Zheng
Software Mentions: 3
Published: over 6 years ago

10.1038/s41598-018-31527-x

Some things never change: multi-decadal stability in humpback whale calling repertoire on Southeast Alaskan foraging grounds
Cited by: 18
Author(s): Michelle E. H. Fournet, Christine M. Gabriele, David C. Culp, Fred Sharpe, David K. Mellinger, Holger Klinck
Software Mentions: 3
Published: about 6 years ago

10.3389/fmicb.2017.02243

Low Microbial Diversity and Abnormal Microbial Succession Is Associated with Necrotizing Enterocolitis in Preterm Infants
Cited by: 60
Author(s): Priscila Caroline Thiago Dobbler, Renato S. Procianoy, Volker Mai, Rita de Cássia dos Santos Silveira, Andrea Corso, Bruna Schafer Rojas, Luiz Fernando Würdig Roesch
Software Mentions: 3
Published: about 7 years ago

10.3390/brainsci10020115

Random Forest Classification of Alcohol Use Disorder Using fMRI Functional Connectivity, Neuropsychological Functioning, and Impulsivity Measures
Cited by: 24
Author(s): Chella Kamarajan, Babak A. Ardekani, Ashwini K. Pandey, Sivan Kinreich, Gayathri Pandey, David B. Chorlian, Jacquelyn L. Meyers, Jian Zhang, Elaine Bermudez, Arthur T. Stimus, Bernice Porjesz
Software Mentions: 3
Published: almost 5 years ago

10.3389/fmicb.2017.02501

Genome-Scale Data Call for a Taxonomic Rearrangement of Geodermatophilaceae
Cited by: 88
Author(s): María del Carmen Montero-Calasanz, Jan P. Meier‐Kolthoff, Dao‐Feng Zhang, Adnan Yaramis, Manfred Rohde, Tanja Woyke, Nikos C. Kyrpides, Peter Schümann, Wenjun Li, Markus Göker
Software Mentions: 3
Published: almost 7 years ago

10.1186/1471-2105-11-297

A classification model for distinguishing copy number variants from cancer-related alterations
Cited by: 12
Author(s): Irina Ostrovnaya, Gouri J. Nanjangud, Adam B. Olshen
Software Mentions: 3
Published: over 14 years ago

10.1038/s41598-017-17749-5

Comparative epidemiology of poliovirus transmission
Cited by: 8
Author(s): Navideh Noori, John M. Drake, Pejman Rohani
Software Mentions: 3
Published: almost 7 years ago

10.1186/1471-2164-10-144

Expression profile and transcription factor binding site exploration of imprinted genes in human and mouse
Cited by: 33
Author(s): Christine Steinhoff, Martina Paulsen, Szymon M. Kiełbasa, Jörn Walter, Martin Vingron
Software Mentions: 3
Published: almost 16 years ago

10.3389/fmicb.2019.01518

Fecal Microbiome Data Distinguish Liver Recipients With Normal and Abnormal Liver Function From Healthy Controls
Cited by: 18
Author(s): Haifeng Lü, Zhigang Ren, Ang Li, Hua Zhang, Shaoyan Xu, Jianwen Jiang, Lin Zhou, Qi Ling, Baohong Wang, Guangying Cui, Xinhua Chen, Shusen Zheng
Software Mentions: 3
Published: over 5 years ago

10.1038/s41598-018-19323-z

Genetic fingerprinting of salmon louse (Lepeophtheirus salmonis) populations in the North-East Atlantic using a random forest classification approach
Cited by: 16
Author(s): Arne Jacobs, Michele De Noia, Kim Præbel, Øyvind Kanstad-Hanssen, Marta Paterno, David W. Jackson, Philip McGinnity, Armin Sturm, Kathryn R. Elmer, Martin S. Llewellyn
Software Mentions: 3
Published: almost 7 years ago

10.1042/BSR20201087

Identification of an extracellular vesicle-related gene signature in the prediction of pancreatic cancer clinical prognosis
Cited by: 9
Author(s): Dafeng Xu, Yu Wang, Kailun Zhou, Junzhen Wu, Zhensheng Zhang, Jiachao Zhang, Zhiwei Yu, Luzheng Liu, Xiangmei Liu, Bidan Li, Jinfang Zheng
Software Mentions: 3
Published: almost 4 years ago

10.3389/fmicb.2019.00891

Trichoderma Species Differ in Their Volatile Profiles and in Antagonism Toward Ectomycorrhiza Laccaria bicolor
Cited by: 66
Author(s): Yongbo Guo, Andrea Ghirardo, Baris Weber, Jörg‐Peter Schnitzler, J. Philipp Benz, Maaria Rosenkranz
Software Mentions: 3
Published: over 5 years ago

10.1038/s41598-018-20737-y

In silico clinical trials for pediatric orphan diseases
Cited by: 26
Author(s): Aurélie Carlier, Aliaksei Vasilevich, Marina Maréchal, Jan de Boer, Liesbet Geris
Software Mentions: 3
Published: almost 7 years ago

10.3390/biomedicines8090358

High-Dimensional Analysis of Immune Cell Composition Predicts Periprosthetic Joint Infections and Dissects Its Pathophysiology
Cited by: 11
Author(s): Maximilian F Korn, Richard R. Stein, Andreas Dolf, Farhad Shakeri, Andreas Buneß, Cäcilia Hilgers, Werner Masson, Sascha Gravius, Hendrik Kohlhof, C. Burger, Dieter Christian Wirtz, Thomas M. Randau, Frank A. Schildberg
Software Mentions: 3
Published: about 4 years ago

10.3389/fmicb.2019.02271

Distinct Successions of Common and Rare Bacteria in Soil Under Humic Acid Amendment – A Microcosm Study
Cited by: 30
Author(s): Pengfa Li, Jia Liu, Chunyu Jiang, Meng Wu, Ming Liu, Zhongpei Li
Software Mentions: 3
Published: about 5 years ago

10.1371/journal.pone.0220096

Modelling vegetation understory cover using LiDAR metrics
Cited by: 21
Author(s): Lisa Venier, Tom Swystun, Marc J. Mazerolle, David P. Kreutzweiser, Kerrie L. Wainio-Keizer, Ken A. McIlwrick, Murray Woods, Xianli Wang
Software Mentions: 3
Published: almost 5 years ago

10.1038/s41598-017-01667-7

The potential use of cuticular hydrocarbons and multivariate analysis to age empty puparial cases of Calliphora vicina and Lucilia sericata
Cited by: 22
Author(s): Hannah E. Moore, Jennifer L. Pechal, M. Eric Benbow, Falko P. Drijfhout
Software Mentions: 3
Published: over 7 years ago

10.1155/2021/6650107

Tumor Microenvironment Subtypes and Immune-Related Signatures for the Prognosis of Breast Cancer
Cited by: 2
Author(s): Yiqun Han, Jiayu Wang, Binghe Xu
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pone.0208244

Biogeographical zonation of rocky intertidal communities along the coast of Peru (3.5–13.5° S Southeast Pacific)
Cited by: 25
Author(s): Bruno Ibanez‐Erquiaga, Aldo S. Pacheco, Marcelo M. Rivadeneira, Claudia L Tejada
Software Mentions: 3
Published: almost 6 years ago

10.1371/journal.pone.0174098

Electricity forecasting on the individual household level enhanced based on activity patterns
Cited by: 74
Author(s): Krzysztof Gajowniczek, Tomasz Ząbkowski
Software Mentions: 3
Published: over 7 years ago

10.1186/1471-2156-9-71

Application of two machine learning algorithms to genetic association studies in the presence of covariates
Cited by: 11
Author(s): Bareng A. S. Nonyane, Andrea S. Foulkes
Software Mentions: 3
Published: about 16 years ago

10.1038/s41598-017-05691-5

Common Brain Structure Findings Across Children with Varied Reading Disability Profiles
Cited by: 11
Author(s): Mark A. Eckert, Kenneth I. Vaden, Amanda Maxwell, Stephanie L. Cute, Mulugeta Gebregziabher, Virginia W. Berninger
Software Mentions: 3
Published: over 7 years ago

10.1155/2018/3130607

Composition Analysis and Feature Selection of the Oral Microbiota Associated with Periodontal Disease
Cited by: 46
Author(s): Wen-Pei Chen, Shih-Hao Chang, Chuan‐Yi Tang, Ming-Li Liou, Suh‐Jen Jane Tsai, Yaw-Ling Lin
Software Mentions: 3
Published: about 6 years ago

10.1371/journal.pntd.0003638

Sensitivity and Specificity of a Novel Classifier for the Early Diagnosis of Dengue
Cited by: 33
Author(s): Nguyễn Minh Tuấn, Ho Thi Nhan, Nguyễn Văn Vĩnh Châu, Nguyễn Thành Hưng, Ha Manh Tuan, Ta Van Tram, Nguyen Le Da Ha, Phan Loi, Han Khoi Quang, Duong Thi Hue Kien, Sonya Hubbard, Tran Nguyen Bich Chau, Bridget Wills, Marcel Wolbers, Cameron P. Simmons
Software Mentions: 3
Published: over 9 years ago

10.1186/s12898-019-0238-8

Modeling future wildlife habitat suitability: serious climate change impacts on the potential distribution of the Rock Ptarmigan Lagopus muta japonica in Japan’s northern Alps
Cited by: 20
Author(s): Masanobu Hotta, Ikutaro Tsuyama, Katsuhiro Nakao, Masaaki Ozeki, Motoki Higa, Yuji Kominami, Takashi Hamada, Tetsuya Matsui, Masatsugu Yasuda, Nobuyuki Tanaka
Software Mentions: 3
Published: over 5 years ago

10.3389/fgene.2019.00408

Identification of Hub Genes Associated With Progression and Prognosis in Patients With Bladder Cancer
Cited by: 18
Author(s): Xin Yan, Xiaoping Li, Zixin Guo, Tong-Zu Liu, Sheng Li
Software Mentions: 3
Published: over 5 years ago

10.1038/s41598-017-07481-5

Machine Learning-Assisted Network Inference Approach to Identify a New Class of Genes that Coordinate the Functionality of Cancer Networks
Cited by: 32
Author(s): Mehrab Ghanat Bari, Choong Yong Ung, Cheng Zhang, Shizhen Zhu, Li Hu
Software Mentions: 3
Published: over 7 years ago

Projects: cran: randomForest

Papers Mentioning randomForest 1,447