Ecosyste.ms: Papers
An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.
Projects: cran: VSURF
https://packages.ecosyste.ms/registries/cran.r-project.org/packages/VSURF
Variable Selection Using Random Forests
15 versions
Latest release: about 2 years ago
2 dependent packages
479 downloads last month
Papers Mentioning VSURF 32
10.34133/2020/8954085
Machine Learning-Based Presymptomatic Detection of Rice Sheath Blight Using Spectral ProfilesCited by: 23
Author(s): Anna O. Conrad, Wei Li, Da-Young Lee, Guo‐Liang Wang, Luis E. Rodriguez‐Saona, Pierluigi Bonello
Software Mentions: 10
Published: almost 5 years ago
10.1038/srep29002
Effects of landscape anthropization on mosquito community composition and abundanceCited by: 153
Author(s): Martina Ferraguti, Josué Martínez‐de la Puente, David Roiz, Santiago Ruíz, Ramón C. Soriguer, Jordi Figuerola
Software Mentions: 9
Published: over 8 years ago
10.1186/s12911-019-0801-4
Predicting factors for survival of breast cancer patients using machine learning techniquesCited by: 143
Author(s): Mogana Darshini Ganggayah, Nur Aishah Mohd Taib, Yip Cheng Har, Píetro Lió, Sarinder Kaur Dhillon
Software Mentions: 8
Published: almost 6 years ago
10.1128/IAI.00147-20
Niche- and Gender-Dependent Immune Reactions in Relation to the Microbiota Profile in Pediatric Patients with Otitis Media with EffusionCited by: 10
Author(s): Frida Enoksson, Alicia Ruiz Rodriguez, Chikondi Peno, Carlos Balcazar Lopez, Fredrik Tjernström, Debby Bogaert, Anders P. Håkansson, Caroline Bergenfelz
Software Mentions: 7
Published: over 4 years ago
10.1371/journal.pone.0229001
Repeated sleep disruption in mice leads to persistent shifts in the fecal microbiome and metabolomeCited by: 45
Author(s): Samuel J. Bowers, Fernando Vargas, Antonio González, Shannon He, Peng Jiang, Pieter C. Dorrestein, Rob Knight, Kenneth P. Wright, Christopher A. Lowry, Monika Fleshner, Martha Hotz Vitaterna, Fred W. Turek
Software Mentions: 6
Published: almost 5 years ago
10.1038/s41598-020-71355-6
Combining genetic markers with stable isotopes in otoliths reveals complexity in the stock structure of Atlantic bluefin tuna (Thunnus thynnus)Cited by: 16
Author(s): Deirdre Brophy, Naiara Rodríguez-Ezpeleta, Igaratza Fraile, Haritz Arrizabalaga
Software Mentions: 5
Published: over 4 years ago
10.3390/jcm9082341
Targeted Urine Metabolomics for Monitoring Renal Allograft Injury and Immunosuppression in Pediatric PatientsCited by: 12
Author(s): Tara K. Sigdel, Andrew Schroeder, Joshua Yang, Reuben D. Sarwal, Juliane Liberto, Minnie M. Sarwal
Software Mentions: 5
Published: over 4 years ago
10.1371/journal.pone.0197386
A bioavailable strontium isoscape for Western Europe: A machine learning approachCited by: 105
Author(s): Clément P. Bataille, Isabella C.C. von Holstein, Jason E. Laffoon, Malte Willmes, Xiao Ming Liu, Gareth R. Davies
Software Mentions: 5
Published: over 6 years ago
10.1128/mSystems.01178-20
Systems Analysis of Gut Microbiome Influence on Metabolic Disease in HIV-Positive and High-Risk PopulationsCited by: 6
Author(s): Abigail J. S. Armstrong, Kevin Quinn, Jennifer Fouquier, Sam X. Li, Jennifer M. Schneider, Nichole M. Nusbacher, Katrina Doenges, Suzanne Fiorillo, Tyson Marden, Janine Higgins, Nichole Reisdorph, Thomas Campbell, Brent E. Palmer, Catherine Lozupone
Software Mentions: 4
Published: over 3 years ago
10.3389/fpls.2020.603921
Prediction of Biomass and N Fixation of Legume–Grass Mixtures Using Sensor FusionCited by: 17
Author(s): Esther Grüner, Thomas Astor, M. Wachendorf
Software Mentions: 4
Published: almost 4 years ago
10.3389/fmicb.2020.01953
Regional-Scale In-Depth Analysis of Soil Fungal Diversity Reveals Strong pH and Plant Species Effects in Northern EuropeCited by: 106
Author(s): Leho Tedersoo, Sten Anslan, Mohammad Bahram, Rein Drenkhan, Karin Pritsch, Franz Buegger, Allar Padari, Niloufar Hagh‐Doust, Vladimir Mikryukov, Daniyal Gohar, Rasekh Amiri, Indrek Hiiesalu, Reimo Lutter, Raul Rosenvald, Elisabeth Rähn, Kalev Adamson, Tiia Drenkhan, Hardi Tullus, Katrin Jürimaa, Ivar Sibul, Eveli Otsing, Sergei Põlme, Marek Metslaid, Kaire Loit, Ahto Agan, Rasmus Puusepp, Inge Varik, Urmas Kõljalg, Kessy Abarenkov
Software Mentions: 4
Published: over 4 years ago
10.3390/nu13093248
The Gut Microbiota during a Behavioral Weight Loss InterventionCited by: 17
Author(s): Maggie A. Stanislawski, Daniel N. Frank, Sarah J. Borengasser, Danielle M. Ostendorf, Diana Ir, Purevsuren Jambal, Kristen Bing, Liza Wayland, Janet Siebert, Daniel H. Bessesen, Paul S. MacLean, Edward L. Melanson, Victoria A. Catenacci
Software Mentions: 4
Published: over 3 years ago
10.1186/s40168-017-0259-5
Novel soil-inhabiting clades fill gaps in the fungal tree of lifeCited by: 122
Author(s): Leho Tedersoo, Mohammad Bahram, Rasmus Puusepp, R. Henrik Nilsson, Timothy Y. James
Software Mentions: 3
Published: over 7 years ago
10.1128/mBio.01751-18
Gut Microbiota in the First 2 Years of Life and the Association with Body Mass Index at Age 12 in a Norwegian Birth CohortCited by: 110
Author(s): Maggie A. Stanislawski, Dana Dabelea, Brandie D. Wagner, Nina Iszatt, Cecilie Dahl, Marci K. Sontag, Rob Knight, Catherine Lozupone, Merete Eggesbø
Software Mentions: 3
Published: about 6 years ago
10.1093/bib/bbx124
Evaluation of variable selection methods for random forests and omics data setsCited by: 311
Author(s): Frauke Degenhardt, Stephan Seifert, Silke Szymczak
Software Mentions: 3
Published: about 7 years ago
10.1371/journal.pone.0197689
Perceptions of climate change across the Canadian forest sector: The key factors of institutional and geographical environmentCited by: 19
Author(s): Aitor Améztegui, Kevin A. Solarik, John R. Parkins, Daniel Houle, Christian Messier, Dominique Gravel
Software Mentions: 2
Published: over 6 years ago
10.1186/s13021-020-00143-6
Variability and uncertainty in forest biomass estimates from the tree to landscape scale: the role of allometric equationsCited by: 41
Author(s): Anthony G. Vorster, Paul Evangelista, Atticus Stovall, Seth Ex
Software Mentions: 2
Published: over 4 years ago
10.1371/journal.pone.0179473
A Random Forest approach to predict the spatial distribution of sediment pollution in an estuarine systemCited by: 27
Author(s): Eric S. Walsh, Betty J. Kreakie, Mark G. Cantwell, Diane Nacci
Software Mentions: 2
Published: over 7 years ago
10.1371/journal.pone.0237105
Assessing geographic controls of hair isotopic variability in human populations: A case-study in CanadaCited by: 12
Author(s): Clément P. Bataille, Michelle M. G. Chartrand, Francis Raposo, Gilles St-Jean
Software Mentions: 2
Published: over 4 years ago
10.3389/fpls.2018.01667
Importance of Ecological Variables in Explaining Population Dynamics of Three Important Pine Pest InsectsCited by: 10
Author(s): Rainer Hentschel, Katrin Möller, Aline Wenning, Annett Degenhardt, Jörg Schröder
Software Mentions: 2
Published: about 6 years ago
10.1371/journal.pone.0250383
Triple sulfur-oxygen-strontium isotopes probabilistic geographic assignment of archaeological remains using a novel sulfur isoscape of western EuropeCited by: 40
Author(s): Clément P. Bataille, Klervia Jaouen, Stefania Milano, Manuel Trost, Sven Steinbrenner, Éric Crubézy
Software Mentions: 2
Published: over 3 years ago
10.1186/s12967-017-1235-3
Development of an objective gene expression panel as an alternative to self-reported symptom scores in human influenza challenge trialsCited by: 5
Author(s): Julius Müller, Eneida Abreu Parizotto, Richard Antrobus, James N. Francis, Campbell Bunce, Amanda J. Stranks, Marshall Nichols, Micah T. McClain, Adrian V. S. Hill, Adaikalavan Ramasamy, Sarah C. Gilbert
Software Mentions: 2
Published: over 7 years ago
10.18632/oncotarget.24732
Identification of a serum biomarker panel for the differential diagnosis of cholangiocarcinoma and primary sclerosing cholangitisCited by: 21
Author(s): Joy Cuenco, Natascha Wehnert, Oleg Blyuss, А.В. Казарян, Harry J. Whitwell, Usha Menon, Anne Dawnay, Michael P. Manns, Stephen P. Pereira, John F. Timms
Software Mentions: 2
Published: over 6 years ago
10.1007/s11095-018-2561-8
QSAR Development for Plasma Protein Binding: Influence of the Ionization StateCited by: 11
Author(s): Cosimo Toma, Domenico Gadaleta, Alessandra Roncaglioni, Andrey A. Toropov, Alla P. Toropova, Marco Marzo, Emilio Benfenati
Software Mentions: 2
Published: almost 6 years ago
10.3389/fimmu.2017.01687
Novel Non-Histocompatibility Antigen Mismatched Variants Improve the Ability to Predict Antibody-Mediated Rejection Risk in Kidney TransplantCited by: 37
Author(s): Sílvia Pineda, Tara K. Sigdel, Jieming Chen, Annette M. Jackson, Marina Sirota, Minnie M. Sarwal
Software Mentions: 1
Published: about 7 years ago
10.1186/s12859-020-03683-3
Prediction of hot spots in protein–DNA binding interfaces based on supervised isometric feature mapping and extreme gradient boostingCited by: 13
Author(s): Ké Li, Sijia Zhang, Di Yan, Yannan Bin, Junfeng Xia
Software Mentions: 1
Published: over 4 years ago
10.1002/minf.201300019
How Far Could We Go with Open Data - A Case Study for TRPV1 AntagonistsCited by: 7
Author(s): Daria A. Tsareva, Gerhard F. Ecker
Software Mentions: 1
Published: over 11 years ago
10.1371/journal.pone.0245319
Mapping climate discourse to climate opinion: An approach for augmenting surveys with social media to enhance understandings of climate opinion in the United StatesCited by: 6
Author(s): Jackson Bennett, Benjamin Rachunok, Roger Flage, Roshanak Nateghi
Software Mentions: 1
Published: almost 4 years ago
10.1007/s13595-019-0805-3
Forest stand productivity derived from site conditions: an assessment of old Douglas-fir stands (Pseudotsuga menziesii (Mirb.) Franco var. menziesii) in Central EuropeCited by: 26
Author(s): Tamara Eckhart, Elisabeth Pötzelsberger, Roland Koeck, Dominik Thom, Georg J. Lair, Marcela van Loo, Hubert Hasenauer
Software Mentions: 1
Published: almost 6 years ago
10.1038/s41598-018-32085-y
Metabolomic Profile Predicts Development of Microalbuminuria in Individuals with Type 1 DiabetesCited by: 43
Author(s): J Haukka, Niina Sandholm, Carol Forsblom, Jeff E. Cobb, Per‐Henrik Groop, Ele Ferrannini
Software Mentions: 1
Published: over 6 years ago
10.1038/s41598-020-57785-2
Novel Alzheimer’s disease subtypes identified using a data and knowledge driven strategyCited by: 23
Author(s): Alexis Mitelpunkt, Tal Galili, Tal Kozlovski, Noa Bregman, Netta Shachar, Mira Markus-Kalish, Yoav Benjamini
Software Mentions: 1
Published: almost 5 years ago
10.1186/s13033-020-00409-z
Patterns of primary care among persons with schizophrenia: the role of patients, general practitioners and centre factorsCited by: 4
Author(s): Ma Carmen Castillejos Anguiano, Carlos Martín Pérez, Antonio Bordallo Aragón, Jesús Sepúlveda Muñoz, Berta Moreno-Küstner
Software Mentions: 1
Published: about 4 years ago