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: gbm

https://packages.ecosyste.ms/registries/cran.r-project.org/packages/gbm

Generalized Boosted Regression Models
31 versions
Latest release: over 2 years ago
105 dependent packages
23,677 downloads last month

Papers Mentioning gbm 250

10.1371/journal.pone.0245298
Machine learning and statistics to qualify environments through multi-traits in Coffea arabica
Cited by: 2
Author(s): Weverton Gomes da Costa, Ivan de Paiva Barbosa, Jacqueline Enequio de Souza, Cosme Damião Cruz, Moysés Nascimento, A. C. B. de Oliveira
Software Mentions: 5
Published: almost 4 years ago
10.1186/s13071-018-3278-6
Distribution of Anopheles vectors and potential malaria transmission stability in Europe and the Mediterranean area under future climate change
Cited by: 46
Author(s): Elke Hertig
Software Mentions: 5
Published: almost 6 years ago
10.1371/journal.pone.0187344
Assessing risk of fibrosis progression and liver-related clinical outcomes among patients with both early stage and advanced chronic hepatitis C
Cited by: 23
Author(s): Monica A. Konerman, Dongxia Lu, Yiwei Zhang, Mary Thomson, Ji Zhu, Aashesh Verma, Boang Liu, Nizar Talaat, Ulysses Balis, Peter Higgins, Anna S. Lok, Akbar K. Waljee
Software Mentions: 5
Published: about 7 years ago
10.1038/s41598-017-18321-x
Clay content and pH: soil characteristic associations with the persistent presence of chronic wasting disease in northern Illinois
Cited by: 16
Author(s): Sheena J. Dorak, Michelle L. Green, Michelle M. Wander, Marilyn O. Ruiz, Michael Buhnerkempe, Ting Tian, J. Novakofski, Nohra E. Mateus‐Pinilla
Software Mentions: 5
Published: almost 7 years ago
10.1038/s41598-017-15644-7
Limited evidence of declining growth among moisture-limited black and white spruce in interior Alaska
Cited by: 29
Author(s): Patrick F. Sullivan, Robert R. Pattison, Annalis H. Brownlee, Sean M. P. Cahoon, Teresa N. Hollingsworth
Software Mentions: 5
Published: about 7 years ago
10.1371/journal.pone.0135350
Conservation Status of North American Birds in the Face of Future Climate Change
Cited by: 90
Author(s): Gary Langham, Justin G. Schuetz, Trisha Distler, Candan U. Soykan, Chad B. Wilsey
Software Mentions: 5
Published: about 9 years ago
10.1371/journal.pone.0120014
Poor Transferability of Species Distribution Models for a Pelagic Predator, the Grey Petrel, Indicates Contrasting Habitat Preferences across Ocean Basins
Cited by: 80
Author(s): Leigh G. Torres, Philip Sutton, David R. Thompson, Karine Delord, Henri Weimerskirch, Paul M. Sagar, Erica Sommer, Ben J. Dilley, Peter G. Ryan, Richard A. Phillips
Software Mentions: 4
Published: over 9 years ago
10.1371/journal.pone.0228094
Human and climatic drivers affect spatial fishing patterns in a multiple-use marine protected area: The Galapagos Marine Reserve
Cited by: 14
Author(s): Mauricio Castrejón, Anthony Charles
Software Mentions: 4
Published: almost 5 years ago
10.1186/s12967-021-02955-7
Multi-institutional development and external validation of machine learning-based models to predict relapse risk of pancreatic ductal adenocarcinoma after radical resection
Cited by: 10
Author(s): Xiawei Li, Lifen Yang, Zhao-Feng Yuan, Jianyao Lou, Yiqun Fan, Aiguang Shi, Jiquan Huang, Mingchen Zhao, Yulian Wu
Software Mentions: 4
Published: over 3 years ago
10.7717/peerj.5854
Ensemble learning for detecting gene-gene interactions in colorectal cancer
Cited by: 19
Author(s): Faramarz Dorani, Ting Hu, Michael O. Woods, Guangju Zhai
Software Mentions: 4
Published: about 6 years ago
10.1371/journal.pone.0216703
Expert predictions of changes in vegetation condition reveal perceived risks in biodiversity offsetting
Cited by: 8
Author(s): Josh Dorrough, Steve Sinclair, Ian Oliver
Software Mentions: 4
Published: over 5 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
10.1186/1476-072X-11-39
Modelling zoonotic diseases in humans: comparison of methods for hantavirus in Sweden
Cited by: 30
Author(s): Caroline Zeimes, Gert E. Olsson, Clas Ahlm, Sophie Vanwambeke
Software Mentions: 4
Published: almost 13 years ago
10.1371/journal.pone.0193230
A linked land-sea modeling framework to inform ridge-to-reef management in high oceanic islands
Cited by: 46
Author(s): Jade M. S. Delevaux, Robert Whittier, Kostantinos A. Stamoulis, Leah L. Bremer, Stacy D. Jupiter, Alan M. Friedlander, Matthew Poti, Greg Guannel, Natalie Kurashima, Kāwika B. Winter, Robert J. Toonen, Eric Conklin, Chad C. Wiggins, Anders Knudby, Whitney Goodell, Kimberly Burnett, Susan H. Yee, Hla Htun, Kirsten L.L. Oleson, Tracy N. Wiegner, Tamara Ticktin
Software Mentions: 4
Published: over 6 years ago
10.1186/s12898-019-0252-x
Preferred, small-scale foraging areas of two Southern Ocean fur seal species are not determined by habitat characteristics
Cited by: 9
Author(s): Mia Wege, P. J. Nico de Bruyn, Mark A. Hindell, Mary‐Anne Lea, Marthán N Bester
Software Mentions: 4
Published: about 5 years ago
10.1371/journal.pntd.0009091
Progress towards onchocerciasis elimination in Côte d’Ivoire: A geospatial modelling study
Cited by: 4
Author(s): Obiora A. Eneanya, Benjamin G. Koudou, Aboulaye Meïté, Aba Ange Elvis, Yeo Souleymane, Marie-Madeleine Kouakou, Gary J. Weil, Peter Fischer
Software Mentions: 4
Published: almost 4 years ago
10.1371/journal.pone.0117917
Spatial Niche Partitioning in Sub-Tropical Solitary Ungulates: Four-Horned Antelope and Barking Deer in Nepal
Cited by: 20
Author(s): Krishna Prasad Pokharel, Tobias Ludwig, Ilse Storch
Software Mentions: 4
Published: over 9 years ago
10.1186/1756-3305-7-289
Modeling the distribution of the West Nile and Rift Valley Fever vector Culex pipiens in arid and semi-arid regions of the Middle East and North Africa
Cited by: 45
Author(s): Amy K. Conley, Douglas O. Fuller, Nabil Haddad, A. K. Hassan, Ahmed Gad, John C. Beier
Software Mentions: 4
Published: almost 11 years ago
10.1186/s12887-019-1564-x
Study of Environmental Enteropathy and Malnutrition (SEEM) in Pakistan: protocols for biopsy based biomarker discovery and validation
Cited by: 22
Author(s): Najeeha Talat Iqbal, Sana Syed, Kamran Sadiq, Marium Khan, Junaid Iqbal, Z. Jennie, Fayaz Umrani, Sheraz Ahmed, Elizabeth A. Maier, Lee A. Denson, Yael Haberman, Monica McNeal, Kenneth D.R. Setchell, Xueheng Zhao, Shahida Qureshi, Lanlan Shen, Christopher A. Moskaluk, Ta‐Chiang Liu, Ömer H. Yılmaz, Donald E. Brown, Michael J. Barratt, Vanderlene L. Kung, Jeffrey I. Gordon, Sean R. Moore, Syed Asad Ali
Software Mentions: 4
Published: over 5 years ago
10.1186/s12889-021-11829-y
Comparison of machine learning algorithms applied to symptoms to determine infectious causes of death in children: national survey of 18,000 verbal autopsies in the Million Death Study in India
Cited by: 2
Author(s): Susan Idicula‐Thomas, Ulka Gawde, Prabhat Jha
Software Mentions: 4
Published: about 3 years ago
10.1038/s41598-019-51245-2
Environmental factors and river network position allow prediction of benthic community assemblies: A model of nematode metacommunities
Cited by: 10
Author(s): Birgit Gansfort, Walter Traunspurger
Software Mentions: 4
Published: about 5 years ago
10.1001/jamanetworkopen.2020.35782
Development of Electronic Health Record–Based Prediction Models for 30-Day Readmission Risk Among Patients Hospitalized for Acute Myocardial Infarction
Cited by: 16
Author(s): Michael E. Matheny, Iben Ricket, Christine A. Goodrich, Rashmee U. Shah, Meagan E. Stabler, Amy M. Perkins, Chad Dorn, Jason Denton, Bruce E. Bray, Ram Gouripeddi, John Higgins, Wendy W. Chapman, Todd A. MacKenzie, Jeremiah R. Brown
Software Mentions: 4
Published: almost 4 years ago
10.1186/s12864-015-2001-7
Investigation of regions impacting inbreeding depression and their association with the additive genetic effect for United States and Australia Jersey dairy cattle
Cited by: 23
Author(s): Jeremy Howard, M. Haile‐Mariam, J.E. Pryce, Christian Maltecca
Software Mentions: 4
Published: about 9 years ago
10.1371/journal.pone.0185793
The importance of vegetation density for tourists’ wildlife viewing experience and satisfaction in African savannah ecosystems
Cited by: 13
Author(s): Ugo Arbieu, Claudia Grünewald, Matthias Schleuning, Katrin Böhning‐Gaese
Software Mentions: 4
Published: about 7 years ago
10.3390/v12111290
Highly Pathogenic Avian Influenza (H5N1) Landscape Suitability Varies by Wetland Habitats and the Degree of Interface between Wild Waterfowl and Poultry in India
Cited by: 3
Author(s): Michael Walsh, Siobhan M. Mor, Shaikh Shah Hossain
Software Mentions: 4
Published: about 4 years ago
10.1038/s41598-019-41287-x
Dry season habitat use of fishes in an Australian tropical river
Cited by: 13
Author(s): Krystle Keller, Quentin Allsop, Jayne Brim Box, Duncan J. Buckle, David A. Crook, Michael M. Douglas, Sue Jackson, Mark J. Kennard, Osmar J. Luiz, Bradley James Pusey, Simon A. Townsend, Alison J. King
Software Mentions: 4
Published: over 5 years ago
10.7717/peerj.8583
A comparative study of machine learning algorithms for predicting acute kidney injury after liver cancer resection
Cited by: 19
Author(s): Lei Lei, Ying Wang, Qingyun Xue, Jianhua Tong, Chengmao Zhou, Jianjun Yang
Software Mentions: 4
Published: over 4 years ago
10.1371/journal.pone.0177617
When do traumatic experiences alter risk-taking behavior? A machine learning analysis of reports from refugees
Cited by: 14
Author(s): Mareike Augsburger, Thomas Elbert
Software Mentions: 4
Published: over 7 years ago
10.1371/journal.pone.0018654
Why Are Some Plant Genera More Invasive Than Others?
Cited by: 22
Author(s): John P. Schmidt, John M. Drake
Software Mentions: 4
Published: over 13 years ago
10.3389/fmed.2021.637652
Diagnosis of Fibrosis Using Blood Markers and Logistic Regression in Southeast Asian Patients With Non-alcoholic Fatty Liver Disease
Cited by: 6
Author(s): Chao Sang, Hongmei Yan, Wah Kheong Chan, Xiaopeng Zhu, Tao Sun, Xinxia Chang, Mingfeng Xia, Xiaoyang Sun, Xiaowen Hu, Xin Gao, Jia Wang, Hua Bian, Tianlu Chen, Guoxiang Xie
Software Mentions: 4
Published: over 3 years ago
10.3390/ijerph16122137
Machine Learning-Based Integration of High-Resolution Wildfire Smoke Simulations and Observations for Regional Health Impact Assessment
Cited by: 28
Author(s): Yufei Zou, Susan O’Neill, Narasimhan K. Larkin, Ernesto Alvarado, Robert C. Solomon, Clifford F. Mass, Yang Liu, M. Talat Odman, Huizhong Shen
Software Mentions: 4
Published: over 5 years ago
10.1155/2013/873595
A Gradient Boosting Algorithm for Survival Analysis via Direct Optimization of Concordance Index
Cited by: 57
Author(s): Yifei Chen, Zhenyu Jia, Dan Mercola, Xiaohui Xie
Software Mentions: 4
Published: almost 12 years ago
10.1038/s41598-018-29951-0
Scenario planning with linked land-sea models inform where forest conservation actions will promote coral reef resilience
Cited by: 29
Author(s): Jade M. S. Delevaux, Stacy D. Jupiter, Kostantinos A. Stamoulis, Leah L. Bremer, Amelia S. Wenger, Rachel Dacks, Peter Garrod, K. A. Falinski, Tamara Ticktin
Software Mentions: 4
Published: over 6 years ago
10.3389/frai.2021.625573
Artificial Intelligence for Prognostic Scores in Oncology: a Benchmarking Study
Cited by: 2
Author(s): Hugo Loureiro, Tim Becker, Anna Bauer-Mehren, Narges Ahmidi, Janick Weberpals
Software Mentions: 4
Published: over 3 years ago
10.3390/ijerph17010256
Salivary Microbiome and Cigarette Smoking: A First of Its Kind Investigation in Jordan
Cited by: 32
Author(s): Walid Al-Zyoud, Rima Hajjo, Ahmed Abu-Siniyeh, Sarah Hajjaj
Software Mentions: 4
Published: almost 5 years ago
10.3389/fpubh.2015.00054
Landscape and Regional Environmental Analysis of the Spatial Distribution of Hantavirus Human Cases in Europe
Cited by: 21
Author(s): Caroline Zeimes, Sophie Quoilin, Heikki Henttonen, Outi Lyytikäinen, Olli Vapalahti, Jean-Marc Reynes, Chantal Reusken, Arnaud N. Swart, Kirsti Vainio, Marika Hjertqvist, Sophie Vanwambeke
Software Mentions: 4
Published: over 9 years ago
10.1002/ece3.4919
Performances of machine learning algorithms for mapping fractional cover of an invasive plant species in a dryland ecosystem
Cited by: 50
Author(s): Hailu Shiferaw, Woldeamlak Bewket, Sandra Eckert
Software Mentions: 4
Published: almost 6 years ago
10.7554/eLife.08347
The global distribution of the arbovirus vectors Aedes aegypti and Ae. albopictus
Cited by: 1,372
Author(s): Moritz U. G. Kraemer, Marianne Sinka, Kirsten A. Duda, Adrian Mylne, Freya M Shearer, Christopher M. Barker, Chester G. Moore, Roberta Gomes Carvalho, Giovanini Evelim Coelho, Wim Van Bortel, Guy Hendrickx, Francis Schaffner, Iqbal Elyazar, Hwa-Jen Teng, Oliver J. Brady, Jane P. Messina, David M. Pigott, Thomas W. Scott, David L. Smith, G. R. William Wint, Nick Golding, Simon I. Hay
Software Mentions: 4
Published: over 9 years ago
10.1371/journal.pone.0230254
Forecasting severe grape downy mildew attacks using machine learning
Cited by: 26
Author(s): Mathilde Chen, François Brun, M. Raynal, David Makowski
Software Mentions: 4
Published: over 4 years ago
10.1093/aobpla/plw009
A global assessment of a large monocot family highlights the need for group-specific analyses of invasiveness
Cited by: 10
Author(s): Desika Moodley, Şerban Procheş, John R. Wilson
Software Mentions: 4
Published: over 9 years ago
10.7717/peerj.2204
Advances in global sensitivity analyses of demographic-based species distribution models to address uncertainties in dynamic landscapes
Cited by: 4
Author(s): Ilona Naujokaitis‐Lewis, Janelle M. R. Curtis
Software Mentions: 4
Published: over 8 years ago
10.1186/1471-2105-15-191
Efficient design of meganucleases using a machine learning approach
Cited by: 9
Author(s): Mikhail Zaslavskiy, Claudia Bertonati, Philippe Duchâteau, Aymeric Duclert, George H. Silva
Software Mentions: 4
Published: over 10 years ago
10.1371/journal.pone.0213426
Human traffic and habitat complexity are strong predictors for the distribution of a declining amphibian
Cited by: 7
Author(s): R. J. Anderson
Software Mentions: 4
Published: over 5 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
10.1038/s41598-017-08065-z
The impact of human population pressure on flying fox niches and the potential consequences for Hendra virus spillover
Cited by: 29
Author(s): Michael Walsh, Anke Wiethoelter, M. A. Haseeb
Software Mentions: 4
Published: over 7 years ago
10.1007/s10661-014-4086-x
Correspondence of biological condition models of California streams at statewide and regional scales
Cited by: 12
Author(s): Jason T. May, Larry R. Brown, Andrew C. Rehn, Ian R. Waite, Peter R. Ode, Raphael D. Mazor, Kenneth Schiff
Software Mentions: 3
Published: about 10 years ago
10.1371/journal.pntd.0001258
Prediction of Dengue Incidence Using Search Query Surveillance
Cited by: 210
Author(s): Benjamin M. Althouse, Yih Yng Ng, Derek A. T. Cummings
Software Mentions: 3
Published: over 13 years ago
10.7717/peerj.1009
Rotation survival forest for right censored data
Cited by: 7
Author(s): Lifeng Zhou, Qingsong Xu, Wang Hong
Software Mentions: 3
Published: over 9 years ago
10.1371/journal.pone.0248128
COVID-19 Evidence Accelerator: A parallel analysis to describe the use of Hydroxychloroquine with or without Azithromycin among hospitalized COVID-19 patients
Cited by: 8
Author(s): Mark Stewart, Carla Rodriguez‐Watson, Adem Albayrak, Julius Asubonteng, Andrew J. Belli, Timothy Brown, Kelly Cho, Ritankar Das, Elizabeth Eldridge, Nicolle M. Gatto, Alice Gelman, Hanna Gerlovin, Stuart L. Goldberg, Eric Hansen, Jonathan Hirsch, Yuk‐Lam Ho, Andrew Ip, Monika A. Izano, Jason P. Jones, Amy C. Justice, Reyna Klesh, Seth Kuranz, Carson Lam, Qingqing Mao, Samson Mataraso, Robertino M. Mera, Daniel Posner, Jeremy A. Rassen, Anna Siefkas, Andrew Schrag, Georgia Tourassi, Andrew Weckstein, Frank de Wolf, Amar Bhat, Susan C. Winckler, Ellen V. Sigal, Jeffrey C. Allen
Software Mentions: 3
Published: over 3 years ago
10.1371/journal.pone.0063946
Predicting Species Cover of Marine Macrophyte and Invertebrate Species Combining Hyperspectral Remote Sensing, Machine Learning and Regression Techniques
Cited by: 26
Author(s): Jonne Kotta, Tiit Kutser, Karolin Teeveer, Ele Vahtmäe, Merli Pärnoja
Software Mentions: 3
Published: over 11 years ago
10.1371/journal.pone.0181044
Assessing the performance of remotely-sensed flooding indicators and their potential contribution to early warning for leptospirosis in Cambodia
Cited by: 25
Author(s): Julia Ledien, Sopheak Sorn, Sopheak Hem, Rekol Huy, Philippe Buchy, Arnaud Tarantola, Julien Cappelle
Software Mentions: 3
Published: over 7 years ago
10.1371/journal.pone.0183583
How will climate change pathways and mitigation options alter incidence of vector-borne diseases? A framework for leishmaniasis in South and Meso-America
Cited by: 33
Author(s): Bethan V. Purse, Dario Masante, Nick Golding, David M. Pigott, John C. Day, Sergio Ibáñez-Bernal, Mélanie Kolb, Laurence Jones
Software Mentions: 3
Published: about 7 years ago
10.1371/journal.pone.0017391
Time since Introduction, Seed Mass, and Genome Size Predict Successful Invaders among the Cultivated Vascular Plants of Hawaii
Cited by: 25
Author(s): John P. Schmidt, John M. Drake
Software Mentions: 3
Published: over 13 years ago
10.1371/journal.pone.0135209
Assessing the Risk of Invasion by Tephritid Fruit Flies: Intraspecific Divergence Matters
Cited by: 29
Author(s): Gottfried Martin, Astrid Cruaud, Jean‐Pierre Rossi, Jean‐Yves Rasplus
Software Mentions: 3
Published: over 9 years ago
10.1371/journal.pone.0009264
Predictive Modeling of Coral Disease Distribution within a Reef System
Cited by: 80
Author(s): Gareth J. Williams, Greta S. Aeby, Rebecca O. M. Cowie, Simon K. Davy
Software Mentions: 3
Published: almost 15 years ago
10.1371/journal.pone.0136674
Large-Scale Variations in Lumber Value Recovery of Yellow Birch and Sugar Maple in Quebec, Canada
Cited by: 5
Author(s): Mariana Hassegawa, Filip Havreljuk, Rock Ouimet, David Auty, David Pothier, Alexis Achim
Software Mentions: 3
Published: about 9 years ago
10.1371/journal.pone.0075373
It’s Not Just Conflict That Motivates Killing of Orangutans
Cited by: 50
Author(s): Jacqueline Davis, Kerrie Mengersen, Nicola K. Abram, Marc Ancrenaz, Jessie A. Wells, Erik Meijaard
Software Mentions: 3
Published: about 11 years ago
10.7717/peerj.5668
Distribution, habitat associations, and conservation status updates for the pilose crayfish <i>Pacifastacus gambelii</i> (Girard, 1852) and Snake River pilose crayfish <i>Pacifastacus connectens</i> (Faxon, 1914) of the western United States
Cited by: 10
Author(s): Rachel M. Egly, Eric R. Larson
Software Mentions: 3
Published: about 6 years ago
10.1371/journal.pone.0231104
Niche space of corals along the Florida reef tract
Cited by: 5
Author(s): Robert van Woesik, Lynnette M. Roth, Elizabeth Brown, Kelly R. McCaffrey, Jacob Roth
Software Mentions: 3
Published: over 4 years ago
10.1371/journal.pone.0182319
Plant diversity and structure describe the presence of a new, threatened Australian marsupial within its highly restricted, post-fire habitat
Cited by: 3
Author(s): Eugene D. Mason, Jennifer Firn, Harry B. Hines, Andrew Baker
Software Mentions: 3
Published: over 7 years ago
10.1186/s13071-019-3778-z
Risk factors and predicted distribution of visceral leishmaniasis in the Xinjiang Uygur Autonomous Region, China, 2005–2015
Cited by: 14
Author(s): Fang Ding, Qian Wang, Jingying Fu, Shuai Chen, Mengmeng Hao, Tian Ma, Canjun Zheng, Dong Jiang
Software Mentions: 3
Published: about 5 years ago
10.1371/journal.pone.0215857
The epidemic potential of avian influenza A (H7N9) virus in humans in mainland China: A two-stage risk analysis
Cited by: 4
Author(s): Xuzheng Shan, Shengjie Lai, Hang Liao, Zhongjie Li, Yajia Lan, Weizhong Yang
Software Mentions: 3
Published: over 5 years ago
10.1371/journal.pone.0187589
Comparing pseudo-absences generation techniques in Boosted Regression Trees models for conservation purposes: A case study on amphibians in a protected area
Cited by: 33
Author(s): Francesco Cerasoli, Mattia Iannella, Paola D’Alessandro, Maurizio Biondi
Software Mentions: 3
Published: about 7 years ago
10.1371/journal.pone.0216580
Adoption and consequences of new light-fishing technology (LEDs) on Lake Tanganyika, East Africa
Cited by: 10
Author(s): Huruma Mgana, Benjamin M. Kraemer, Catherine M. O’Reilly, Peter A. Stæhr, Ismael A. Kimirei, Colin Apse, Craig Leisher, Magnus Ngoile, Peter B. McIntyre
Software Mentions: 3
Published: about 5 years ago
10.1002/ehf2.13358
Derivation of an electronic frailty index for predicting short‐term mortality in heart failure: a machine learning approach
Cited by: 20
Author(s): Chengsheng Ju, Jiandong Zhou, Sharen Lee, Martin Tan, Ying Liu, George Bazoukis, Kamalan Jeevaratnam, Esther W. Chan, Ian Chi Kei Wong, Li Wei, Qingpeng Zhang, Gary Tse
Software Mentions: 3
Published: over 3 years ago
10.1002/ece3.7989
Drivers of <i>Solidago</i> species invasion in Central Europe—Case study in the landscape of the Carpathian Mountains and their foreground
Cited by: 6
Author(s): P. C. D. Perera, Tomasz H. Szymura, Adam Zając, Dominika Chmolowska, Magdalena Szymura
Software Mentions: 3
Published: over 3 years ago
10.1002/ece3.2766
Determining the factors affecting the distribution of<i>Muscari latifolium</i>, an endemic plant of Turkey, and a mapping species distribution model
Cited by: 20
Author(s): Hatice Yılmaz, Osman Yılmaz, Yaşar Feyza Akyüz
Software Mentions: 3
Published: almost 8 years ago
10.1002/ece3.2603
Good-bye to tropical alpine plant giants under warmer climates? Loss of range and genetic diversity in <i>Lobelia rhynchopetalum</i>
Cited by: 74
Author(s): Desalegn Chala, Christian Brochmann, Achilleas Psomas, Dorothée Ehrich, Abel Gizaw, Catherine Aloyce Masao, Vegar Bakkestuen, Niklaus E. Zimmermann
Software Mentions: 3
Published: almost 8 years ago
10.1002/ece3.5609
Modeling the distribution of a wide‐ranging invasive species using the sampling efforts of expert and citizen scientists
Cited by: 26
Author(s): Emilie Roy‐Dufresne, Frédérik Saltré, Brian Cooke, Camille Mellin, Greg Mutze, Tarnya Cox, Damien A. Fordham
Software Mentions: 3
Published: about 5 years ago
10.1080/22221751.2019.1631719
The scrub typhus in mainland China: spatiotemporal expansion and risk prediction underpinned by complex factors
Cited by: 21
Author(s): Hong Yao, Yixing Wang, Xian-Miao Mi, Yongbing Sun, Kun Liu, Xinlou Li, Xiang Ren, Mengjie Geng, Yang Yang, Liping Wang, Wei Liu, Li‐Qun Fang
Software Mentions: 3
Published: almost 6 years ago
10.3390/biom11020318
Looking for Hidden Enemies of Metabarcoding: Species Composition, Habitat and Management Can Strongly Influence DNA Extraction while Examining Grassland Communities
Cited by: 2
Author(s): Anna Rucińska, Marcin Olszak, Sebastian Świerszcz, Marcin Nobis, Szymon Zubek, Grzegorz Kusza, Maja Boczkowska, Arkadiusz Nowak
Software Mentions: 3
Published: almost 4 years ago
10.1007/s00267-021-01460-3
Spatial Indicators to Monitor Land Consumption for local Governance in Southern Germany
Cited by: 2
Author(s): M. Meyer, Isabella Lehmann, Otmar Seibert, Andrea Früh-Müller
Software Mentions: 3
Published: over 3 years ago
10.1371/journal.pntd.0004100
Value of Routine Dengue Diagnostic Tests in Urine and Saliva Specimens
Cited by: 70
Author(s): Anne-Claire Andries, Veasna Duong, Sowath Ly, Julien Cappelle, Kim Srorn Kim, Patrich Lorn Try, Sopheaktra Ros, Sivuth Ong, Rekol Huy, Paul F. Horwood, Marie Flamand, Anavaj Sakuntabhai, Arnaud Tarantola, Philippe Buchy
Software Mentions: 3
Published: about 9 years ago
10.3389/fgene.2019.00671
Pan-Cancer and Single-Cell Modeling of Genomic Alterations Through Gene Expression
Cited by: 21
Author(s): Daniele Mercatelli, F. Andrew Ray, Federico M. Giorgi
Software Mentions: 3
Published: over 5 years ago
10.3390/ani11092618
Patterns and Drivers of Rodent Abundance across a South African Multi-Use Landscape
Cited by: 3
Author(s): Beatriz C. Afonso, Lourens H. Swanepoel, Beatriz P. Rosa, Tiago A. Marques, Luís Miguel Rosalino, Margarida Santos‐Reis, Gonçalo Curveira‐Santos
Software Mentions: 3
Published: about 3 years ago
10.3389/fnbot.2013.00021
Gradient boosting machines, a tutorial
Cited by: 1,296
Author(s): Alexey Natekin, Alois Knoll
Software Mentions: 3
Published: almost 12 years ago
10.3389/fonc.2021.634452
The Role of Preoperative Computed Tomography Radiomics in Distinguishing Benign and Malignant Tumors of the Parotid Gland
Cited by: 16
Author(s): Yuqian Xu, Zhenyu Shu, Guangtao Song, Yijun Liu, Peipei Pang, Xuehua Wen, Xiangyang Gong
Software Mentions: 3
Published: over 3 years ago
10.3389/fpls.2019.01100
Complex Above- and Below-Ground Growth Responses of Two Urban Tree Species Following Root, Stem, and Foliage Damage—An Experimental Approach
Cited by: 4
Author(s): Valentina Vitali, Jorge A. Ramı́rez, Guillaume Perrette, Sylvain Delagrange, Alain Paquette, Christian Messier
Software Mentions: 3
Published: about 5 years ago
10.1186/gb-2010-11-5-r50
Modeling non-uniformity in short-read rates in RNA-Seq data
Cited by: 183
Author(s): Jun Li, Hui Jiang, Wing Hung Wong
Software Mentions: 3
Published: almost 15 years ago
10.1186/gb-2012-13-9-r79
Dysfunction of the intestinal microbiome in inflammatory bowel disease and treatment
Cited by: 2,070
Author(s): Xochitl C. Morgan, Timothy L. Tickle, Harry Sokol, Dirk Gevers, Kathryn Devaney, Doyle V. Ward, Joshua A Reyes, Samir A. Shah, Neal S. LeLeiko, Scott B. Snapper, Athos Bousvaros, Joshua R. Korzenik, Bruce E. Sands, Ramnik J. Xavier, Curtis Huttenhower
Software Mentions: 3
Published: almost 13 years ago
10.1016/j.gpb.2018.09.003
How Microbes Shape Their Communities? A Microbial Community Model Based on Functional Genes
Cited by: 16
Author(s): Xiaoqing Jiang, Xin Li, Longshu Yang, Chunhong Liu, Qi Wang, Weilai Chi, Huaiqiu Zhu
Software Mentions: 3
Published: almost 6 years ago
10.1002/advs.202001242
Rising Temperature May Trigger Deep Soil Carbon Loss Across Forest Ecosystems
Cited by: 37
Author(s): Jinquan Li, Jun‐Peng Pei, Elise Pendall, Peter B. Reich, Nam Jin Noh, Bo Li, Changming Fang, Ming Nie
Software Mentions: 3
Published: over 4 years ago
10.1038/srep13185
Co-extinction in a host-parasite network: identifying key hosts for network stability
Cited by: 39
Author(s): Tad Dallas, E. A. Cornelius
Software Mentions: 3
Published: over 9 years ago
10.1038/s41598-018-28266-4
Modeling and mapping the burden of disease in Kenya
Cited by: 9
Author(s): Michael Frings, Tobia Lakes, Daniel Müller, M. M. H. Khan, Michael Epprecht, Samuel Kipruto, Sandro Galea, Oliver Gruebner
Software Mentions: 3
Published: over 6 years ago
10.1038/s41598-018-36587-7
Modelling the current fractional cover of an invasive alien plant and drivers of its invasion in a dryland ecosystem
Cited by: 47
Author(s): Hailu Shiferaw, Urs Schaffner, Woldeamlak Bewket, Tena Alamirew, Gete Zeleke, Demel Teketay, Sandra Eckert
Software Mentions: 3
Published: almost 6 years ago
10.1186/s12864-016-3440-5
Single genome retrieval of context-dependent variability in mutation rates for human germline
Cited by: 5
Author(s): Aleksandr B. Sahakyan, Shankar Balasubramanian
Software Mentions: 3
Published: almost 8 years ago
10.1038/s41598-019-43031-x
Predicting Growth and Carcass Traits in Swine Using Microbiome Data and Machine Learning Algorithms
Cited by: 37
Author(s): Christian Maltecca, Deren Lu, Constantino Schillebeeckx, Nathan P. McNulty, Charles V. Schwab, Caleb M Shull, Francesco Tiezzi
Software Mentions: 3
Published: over 5 years ago
10.1038/s41598-019-46193-w
Dissecting the role of the gut microbiota and diet on visceral fat mass accumulation
Cited by: 37
Author(s): Caroline Roy, Ruth C E Bowyer, Juan Castillo-Fernandez, Tess Pallister, Cristina Menni, Claire J. Steves, Sarah Berry, Tim D. Spector, Jordana T. Bell
Software Mentions: 3
Published: over 5 years ago
10.1038/s41598-019-51564-4
Malaria risk assessment and mapping using satellite imagery and boosted regression trees in the Peruvian Amazon
Cited by: 22
Author(s): Elisa Solano-Villarreal, Walter Alfredo Goycochea Valdivia, Morgan Pearcy, Catherine Linard, José J. Pasapera-Gonzales, Diamantina Moreno-Gutierrez, Philippe Lejeune, Alejandro Llanos‐Cuentas, Niko Speybroeck, Marie‐Pierre Hayette, Ángel Rosas Aguirre
Software Mentions: 3
Published: about 5 years ago
10.1038/s41598-020-59115-y
Machine Learning Algorithms for Predicting the Recurrence of Stage IV Colorectal Cancer After Tumor Resection
Cited by: 44
Author(s): Yucan Xu, Ling-Sha Ju, Jianhua Tong, Chengmao Zhou, Jianjun Yang
Software Mentions: 3
Published: almost 5 years ago
10.3390/s19020361
Estimating Spatial and Temporal Trends in Environmental Indices Based on Satellite Data: A Two-Step Approach
Cited by: 6
Author(s): Brigitte Colin, Kerrie Mengersen
Software Mentions: 3
Published: almost 6 years ago
10.1186/s12859-015-0723-9
Boosting for high-dimensional two-class prediction
Cited by: 20
Author(s): Rok Blagus, Lara Lusa
Software Mentions: 3
Published: about 9 years ago
10.3390/ijerph110909776
Resampling Methods Improve the Predictive Power of Modeling in Class-Imbalanced Datasets
Cited by: 44
Author(s): Paul H. Lee
Software Mentions: 3
Published: about 10 years ago
10.3390/ijerph15102113
Spatiotemporal Variability of Soil Nitrogen in Relation to Environmental Factors in a Low Hilly Region of Southeastern China
Cited by: 6
Author(s): Shilin He, Hailun Zhu, Amir Reza Shahtahmassebi, Lefeng Qiu, Chen Wu, Zhangquan Shen, Ke Wang
Software Mentions: 3
Published: about 6 years ago
10.3390/ijerph17093060
Effects of Landscape Pattern Change on Water Yield and Nonpoint Source Pollution in the Hun-Taizi River Watershed, China
Cited by: 14
Author(s): Min Zong, Yuanman Hu, Miao Liu, Chunlin Li, Cong Wang, Xiaoying Ping
Software Mentions: 3
Published: over 4 years ago
10.3390/ijerph17145135
Investigation of the Impact of Land-Use Distribution on PM2.5 in Weifang: Seasonal Variations
Cited by: 13
Author(s): Chengming Li, Kuo Zhang, Zhaoxin Dai, Zhaoting Ma, Xiaoli Liu
Software Mentions: 3
Published: over 4 years ago
10.3390/ijerph18084176
Modeling the Potential Future Distribution of Anthrax Outbreaks under Multiple Climate Change Scenarios for Kenya
Cited by: 4
Author(s): Fredrick Tom Otieno, John Gachohi, Peter Gikuma-Njuru, Patrick Chege Kariuki, Harry Oyas, Samuel Canfield, Bernard K. Bett, M. Kariuki Njenga, Jason K. Blackburn
Software Mentions: 3
Published: over 3 years ago
10.3390/ijerph18168495
Epidemiological Characteristics and Regional Risk Prediction of Hemorrhagic Fever with Renal Syndrome in Shandong Province, China
Cited by: 10
Author(s): Kaili She, Chunyu Li, Qi Chang, Tingxuan Liu, Yan Jia, Yaobin Zhu, Lili Li, Zhiqiang Wang, Ying Zhang, Xiujun Li
Software Mentions: 3
Published: over 3 years ago
10.1098/rstb.2020.0356
Predictors of zoonotic potential in helminths
Cited by: 11
Author(s): Ania A. Majewska, Tao Huang, Barbara A. Han, John M. Drake
Software Mentions: 3
Published: about 3 years ago
10.1002/ece3.6315
The influence of bat ecology on viral diversity and reservoir status
Cited by: 14
Author(s): Cylita Guy, John M. Ratcliffe, Nicole Mideo
Software Mentions: 2
Published: over 4 years ago