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: bnlearn
https://packages.ecosyste.ms/registries/cran.r-project.org/packages/bnlearn
Bayesian Network Structure Learning, Parameter Learning and
Inference
57 versions
Latest release: about 1 year ago
34 dependent packages
4,525 downloads last month
Papers Mentioning bnlearn 113
10.1186/s13072-016-0095-z
EpiMINE, a computational program for mining epigenomic dataCited by: 11
Author(s): Sri Ganesh Jammula, Diego Pasini
Software Mentions: 23
Published: about 8 years ago
10.1038/s41597-019-0171-x
A multi-omics digital research object for the genetics of sleep regulationCited by: 8
Author(s): Jan M, Nastassia Gobet, Shanaz Diessler, Paul Franken, Ioannis Xénarios
Software Mentions: 17
Published: about 5 years ago
10.2196/25124
Enhancing Obstructive Sleep Apnea Diagnosis With Screening Through Disease Phenotypes: Algorithm Development and ValidationCited by: 2
Author(s): Daniela Ferreira-Santos, Pedro Pereira Rodrigues
Software Mentions: 11
Published: over 3 years ago
10.1017/S0950268821000091
How to improve infectious disease prediction by integrating environmental data: an application of a novel ensemble analysis strategy to predict HFMDCited by: 1
Author(s): Junwen Tao, Yue Ma, Xuefei Zhuang, Qiang Lv, Yaqiong Liu, Tao Zhang, Fei Yin
Software Mentions: 10
Published: almost 4 years ago
10.1093/aob/mcy221
Root and shoot variation in relation to potential intermittent drought adaptation of Mesoamerican wild common bean (Phaseolus vulgaris L.)Cited by: 38
Author(s): Jorge C. Berny Mier y Teran, Enéas Ricardo Konzen, Viviana Medina, Antonia Palkovic, Andrea Ariani, Siu Mui Tsai, Matthew E. Gilbert, Paul Gepts
Software Mentions: 10
Published: almost 6 years ago
10.3390/e23050601
Information Structures for Causally Explainable DecisionsCited by: 3
Author(s): Louis Anthony Cox
Software Mentions: 9
Published: over 3 years ago
10.1089/cmb.2019.0210
<i>bAIcis</i>: A Novel Bayesian Network Structural Learning Algorithm and Its Comprehensive Performance Evaluation Against Open-Source SoftwareCited by: 10
Author(s): Lixia Zhang, Leonardo O. Rodrigues, Niven R. Narain, Viatcheslav R. Akmaev
Software Mentions: 9
Published: over 4 years ago
10.1186/s12911-019-0774-3
Using decision fusion methods to improve outbreak detection in disease surveillanceCited by: 7
Author(s): Gaëtan Texier, Rodrigue S. Allodji, Loty Diop, Jean‐Baptiste Meynard, Liliane Pellegrin, Hervé Chaudet
Software Mentions: 9
Published: over 5 years ago
10.3389/fgene.2019.00460
Learning Causal Biological Networks With the Principle of Mendelian RandomizationCited by: 37
Author(s): Md. Bahadur Badsha, Audrey Qiuyan Fu
Software Mentions: 9
Published: over 5 years ago
10.1038/s41598-018-24758-5
Applications of Bayesian network models in predicting types of hematological malignanciesCited by: 47
Author(s): Rupesh Agrahari, Amir Foroushani, T. Roderick Docking, Linda Chang, Gerben Duns, Monika Hudoba, Aly Karsan, Habil Zare
Software Mentions: 8
Published: over 6 years ago
10.1186/s12859-016-1235-y
BTR: training asynchronous Boolean models using single-cell expression dataCited by: 62
Author(s): Chee Lim, Huange Wang, Steven Woodhouse, Nir Piterman, Lorenz Wernisch, Jasmin Fisher, Berthold Göttgens
Software Mentions: 8
Published: about 8 years ago
10.1371/journal.pone.0191625
Associations between sexual habits, menstrual hygiene practices, demographics and the vaginal microbiome as revealed by Bayesian network analysisCited by: 76
Author(s): Noelle Noyes, Kyu Chul Cho, Jacques Ravel, Larry J. Forney, Zaid Abdo
Software Mentions: 8
Published: almost 7 years ago
10.3389/fmicb.2020.01376
Mobilization of Antibiotic Resistance: Are Current Approaches for Colocalizing Resistomes and Mobilomes Useful?Cited by: 28
Author(s): Ilya B. Slizovskiy, Kingshuk Mukherjee, Christopher Dean, Christina Boucher, Noelle Noyes
Software Mentions: 8
Published: over 4 years ago
10.1186/s13195-020-00733-z
Exploring the role of RALYL in Alzheimer’s disease reserve by network-based approachesCited by: 4
Author(s): Yixuan Zhang, Jiali Wang, Xiaoquan Liu, Haochen Liu
Software Mentions: 7
Published: almost 4 years ago
10.3389/fimmu.2019.02903
Co-expression Networks Identify DHX15 RNA Helicase as a B Cell Regulatory FactorCited by: 6
Author(s): Thiago Detanico, Richard Virgen-Slane, Seth Steen-Fuentes, Wai Wai Lin, Antje Rhode-Kurnow, Elizabeth Chappell, Ricardo G. Correa, Michael J Dicandido, Moustapha Mbow, Jun Li, Carl F. Ware
Software Mentions: 7
Published: almost 5 years ago
10.3389/fgene.2021.651812
MRPC: An R Package for Inference of Causal GraphsCited by: 2
Author(s): Md. Bahadur Badsha, Evan A Martin, Audrey Qiuyan Fu
Software Mentions: 7
Published: over 3 years ago
10.1080/0886022X.2020.1810068
Prediction models for acute kidney injury in patients with gastrointestinal cancers: a real-world study based on Bayesian networksCited by: 14
Author(s): Yang Li, Xiaohong Chen, Ziyan Shen, Yimei Wang, Jiayue Hu, Yunlu Zhang, Jiacheng Xu, Xiaoqiang Ding
Software Mentions: 7
Published: almost 5 years ago
10.1186/1471-2105-10-S11-S14
NATbox: a network analysis toolbox in RCited by: 10
Author(s): Shweta S. Chavan, Michael Bauer, Marco Scutari, Radhakrishnan Nagarajan
Software Mentions: 7
Published: about 15 years ago
10.1371/journal.pone.0219302
Artificial intelligence algorithm for predicting mortality of patients with acute heart failureCited by: 74
Author(s): Joon Kwon, Kyung Hee Kim, Ki‐Hyun Jeon, Sang Eun Lee, Hae Young Lee, Hyun Jai Cho, Jin Oh Choi, Eun Seok Jeon, Min Seok Kim, Jae Joong Kim, Kyung Kuk Hwang, Shung Chull Chae, Sang Hong Baek, Seok Min Kang, Dong Ju Choi, Byung Su Yoo, Kye Hun Kim, Hyun-Young Park, Myeong Chan Cho, Byung Hee Oh
Software Mentions: 7
Published: over 5 years ago
10.7554/eLife.60586
Task specialization across research careersCited by: 17
Author(s): Nicolás Robinson-García, Rodrigo Costas, Cassidy R. Sugimoto, Vincent Larivière, Gabriela F. Nane
Software Mentions: 7
Published: about 4 years ago
10.1371/journal.pgen.1008198
Bayesian network analysis incorporating genetic anchors complements conventional Mendelian randomization approaches for exploratory analysis of causal relationships in complex dataCited by: 33
Author(s): Richard Howey, So–Youn Shin, Caroline L Relton, George Davey Smith, Heather J. Cordell
Software Mentions: 6
Published: over 4 years ago
10.1186/s12859-019-3309-0
shinyBN: an online application for interactive Bayesian network inference and visualizationCited by: 10
Author(s): Jia-Jin Jason Chen, Ruyang Zhang, Xuesi Dong, Lijuan Lin, Ying Zhu, Jieyu He, David C. Christiani, Yongyue Wei, Feng Chen
Software Mentions: 6
Published: almost 5 years ago
10.1093/bib/bbw102
A graphical model approach visualizes regulatory relationships between genome-wide transcription factor binding profilesCited by: 1
Author(s): Felicia Ng, David Ruau, Lorenz Wernisch, Berthold Göttgens
Software Mentions: 6
Published: about 8 years ago
10.1371/journal.pone.0060045
The Structure of a Gene Co-Expression Network Reveals Biological Functions Underlying eQTLsCited by: 37
Author(s): Nathalie Villa-Vialaneix, Laurence Liaubet, Thibault Laurent, Pierre Chérel, Adrien Gamot, Magali SanCristobal
Software Mentions: 6
Published: over 11 years ago
10.1186/s12859-020-03707-y
A sparse Bayesian factor model for the construction of gene co-expression networks from single-cell RNA sequencing count dataCited by: 11
Author(s): Michael Sekula, Jeremy Gaskins, Susmita Datta
Software Mentions: 6
Published: over 4 years ago
10.1186/s12864-019-6110-6
Insight into genetic regulation of miRNA in mouse brainCited by: 4
Author(s): Gordon Kordas, Pratyaydipta Rudra, Audrey E. Hendricks, Laura Saba, Katerina Kechris
Software Mentions: 6
Published: about 5 years ago
10.1186/s12859-015-0856-x
3off2: A network reconstruction algorithm based on 2-point and 3-point information statisticsCited by: 13
Author(s): Séverine Affeldt, Louis Verny, Hervé Isambert
Software Mentions: 6
Published: almost 9 years ago
10.1371/journal.pone.0225651
A Bayesian gene network reveals insight into the JAK-STAT pathway in systemic lupus erythematosusCited by: 8
Author(s): Yupeng Li, Richard E. Higgs, Robert W. Hoffman, Ernst R. Dow, Xiong Liu, Michelle Petri, Daniel J. Wallace, Thomas Dörner, Brian J. Eastwood, Bradley B. Miller, Yushi Liu
Software Mentions: 5
Published: almost 5 years ago
10.1371/journal.pone.0106524
Discovering Study-Specific Gene Regulatory NetworksCited by: 8
Author(s): V. Dal Bò, Tanya Y. Curtis, Artem Lysenko, Mansoor Saqi, Stephen Swift, Allan Tucker
Software Mentions: 5
Published: about 10 years ago
10.1038/s41598-017-01767-4
Systems Immunology of Diabetes-Tuberculosis Comorbidity Reveals Signatures of Disease ComplicationsCited by: 78
Author(s): César Augusto Prada-Medina, Kiyoshi F. Fukutani, Nathella Pavan Kumar, Leonardo Gil-Santana, Subash Babu, Flávio Lichtenstein, Kim West, Sivakumar Shanmugam, Pradeep A. Menon, Vijay Viswanathan, Bruno B. Andrade, Hidehiko Nakaya, Hardy Kornfeld
Software Mentions: 5
Published: over 7 years ago
10.1371/journal.pbio.2004356
Antibiotic combination efficacy (ACE) networks for a Pseudomonas aeruginosa modelCited by: 68
Author(s): Camilo Barbosa, Robert Beardmore, Hinrich Schulenburg, Gunther Jansen
Software Mentions: 5
Published: over 6 years ago
10.1186/s12859-019-3253-z
Challenges in proteogenomics: a comparison of analysis methods with the case study of the DREAM proteogenomics sub-challengeCited by: 10
Author(s): Tara Eicher, Andrew Patt, Esko A. Kautto, Raghu Machiraju, Ewy A. Mathé, Yan Zhang
Software Mentions: 5
Published: almost 5 years ago
10.1038/s41598-021-84905-3
Causal effects in microbiomes using interventional calculusCited by: 9
Author(s): Musfiqur Rahman Sazal, Vitalii Stebliankin, Kalai Mathee, Changwon Yoo, Giri Narasimhan
Software Mentions: 5
Published: over 3 years ago
10.1192/j.eurpsy.2020.45
The association between insight and depressive symptoms in schizophrenia: Undirected and Bayesian network analysesCited by: 19
Author(s): Mario Amore, Martino Belvederi Murri, Pietro Calcagno, Paola Rocca, Alessandro Rossi, Eugenio Aguglia, Antonello Bellomo, Giuseppe Blasi, Bernardo Carpiniello, Alessandro Cuomo, Liliana Dell’Osso, Massimo Di Giannantonio, Giulia Giordano, Carlo Marchesi, Palmiero Monteleone, Cristiana Montemagni, Lucio Oldani, Maurizio Pompili, Rita Roncone, Alberto Siracusano, Antonio Vita, Patrizia Zeppegno, Alessandro Corso, Costanza Arzani, Silvana Galderisi, Mario Maj
Software Mentions: 5
Published: almost 5 years ago
10.1093/bioinformatics/btx651
A probabilistic pathway score (PROPS) for classification with applications to inflammatory bowel diseaseCited by: 23
Author(s): Lei Han, Mateusz Maciejewski, Christoph Brockel, William Gordon, Scott B. Snapper, Joshua R. Korzenik, Lovisa Afzelius, Russ B. Altman
Software Mentions: 5
Published: about 7 years ago
10.1038/s41598-019-55357-7
Exploring genetic architecture of grain yield and quality traits in a 16-way indica by japonica rice MAGIC global populationCited by: 26
Author(s): Hein Zaw, Chitra Raghavan, Arnel E. Pocsedio, B. P. Mallikarjuna Swamy, Mona Liza Jubay, Rakesh Kumar Singh, Justine Bonifacio, Ramil Mauleon, Jose E. Hernandez, Merlyn S. Mendioro, Glenn B. Gregorio, Hei Leung
Software Mentions: 5
Published: almost 5 years ago
10.1371/journal.pcbi.1008735
From heterogeneous healthcare data to disease-specific biomarker networks: A hierarchical Bayesian network approachCited by: 9
Author(s): Ann‐Kristin Becker, Marcus Dörr, Stephan B. Felix, Fabian Frost, Hans J. Grabe, Markus M. Lerch, Matthias Nauck, Uwe Völker, Henry Völzke, Lars Kaderali
Software Mentions: 5
Published: almost 4 years ago
10.1186/s12879-017-2837-3
Acquisition and persistence of strain-specific methicillin-resistant Staphylococcus aureus and their determinants in community nursing homesCited by: 3
Author(s): Nataliya G. Batina, Christopher Crnich, Dorte Döpfer
Software Mentions: 4
Published: almost 7 years ago
10.1371/journal.pmed.1003111
Preoperative risk stratification in endometrial cancer (ENDORISK) by a Bayesian network model: A development and validation studyCited by: 22
Author(s): Casper Reijnen, Evangelia Gogou, Nicole C.M. Visser, Hilde Engerud, Jordache Ramjith, Louis J.M. van der Putten, Koen K. Van de Vijver, Marı́a Santacana, Peter Bronsert, Johan Bulten, Marc Hirschfeld, Eva Colás, Antonio Gil‐Moreno, Armando Reques, Gemma Mancebo, Camilla Krakstad, Jone Trovik, Ingfrid Salvesen Haldorsen, Jutta Huvila, Martin Koskas, Vít Weinberger, Markéta Bednaříková, Jitka Hausnerová, A.A.M. van der Wurff, Xavier Matías‐Guiu, Frédéric Amant, Leon F.A.G. Massuger, Marc P.L.M. Snijders, Heidi V.N. Küsters‐Vandevelde, Peter Lucas, Johanna M.A. Pijnenborg
Software Mentions: 4
Published: over 4 years ago
10.1371/journal.pone.0211546
Factors influencing sedentary behaviour: A system based analysis using Bayesian networks within DEDIPACCited by: 23
Author(s): Christoph Buck, Anne Loyen, Ronja Foraita, Jelle Van Cauwenberg, Marieke De Craemer, Ciarán MacDonncha, Jean‐Michel Oppert, Johannes Brug, Nanna Lien, Greet Cardon, Iris Pigeot, Sébastien Chastin
Software Mentions: 4
Published: almost 6 years ago
10.1038/s41598-019-46737-0
Dynamic Bayesian network in infectious diseases surveillance: a simulation studyCited by: 8
Author(s): Tao Zhang, Yue Ma, Xiong Xiao, Yun Lin, Xingyu Zhang, Fei Yin, Xiaosong Li
Software Mentions: 4
Published: over 5 years ago
10.15252/msb.20177573
Genomewide phenotypic analysis of growth, cell morphogenesis, and cell cycle events in <i>Escherichia coli</i>Cited by: 61
Author(s): Manuel Campos, Sander K. Govers, Irnov Irnov, Genevieve S Dobihal, François Cornet, Christine Jacobs‐Wagner
Software Mentions: 4
Published: over 6 years ago
10.1038/s41598-021-94628-0
Disentangling the syntrophic electron transfer mechanisms of Candidatus geobacter eutrophica through electrochemical stimulation and machine learningCited by: 5
Author(s): Heyang Yuan, Xuehao Wang, Tzu-Yu Lin, Jinha Kim, Wen Tso Liu
Software Mentions: 4
Published: over 3 years ago
10.1371/journal.pone.0217036
Reclassification of breast cancer: Towards improved diagnosis and outcomeCited by: 3
Author(s): Alexander Landry, Zsolt Zádor, Rizwan Ul Haq, Michael D. Cusimano
Software Mentions: 4
Published: over 5 years ago
10.1093/ons/opx163
Multivariable and Bayesian Network Analysis of Outcome Predictors in Acute Aneurysmal Subarachnoid Hemorrhage: Review of a Pure Surgical Series in the Post-International Subarachnoid Aneurysm Trial EraCited by: 10
Author(s): Zsolt Zádor, Wei Huang, Matthew Sperrin, Michael T. Lawton
Software Mentions: 4
Published: over 7 years ago
10.3390/jcm8060865
The Role of Genetic Factors in Characterizing Extra-Intestinal Manifestations in Crohn’s Disease Patients: Are Bayesian Machine Learning Methods Improving Outcome Predictions?Cited by: 10
Author(s): Daniele Bottigliengo, Paola Berchialla, Corrado Lanera, Danila Azzolina, Giulia Lorenzoni, Matteo Martinato, Daniela Giachino, Ileana Baldi, Darío Gregori
Software Mentions: 4
Published: over 5 years ago
10.1371/journal.pone.0250787
A dynamic Bayesian network model for predicting organ failure associations without predefining outcomesCited by: 2
Author(s): R. A. De Blasi, Giuseppe Campagna, Stefano Finazzi
Software Mentions: 4
Published: over 3 years ago
10.3389/fgene.2019.01196
High-Dimensional Bayesian Network Inference From Systems Genetics Data Using Genetic Node OrderingCited by: 13
Author(s): Lingfei Wang, Pieter Audenaert, Tom Michoel
Software Mentions: 4
Published: almost 5 years ago
10.12688/f1000research.7647.1
CausalTrail: Testing hypothesis using causal Bayesian networksCited by: 1
Author(s): Daniel Stöckel, Florian Schmidt, Patrick Trampert, Hans‐Peter Lenhof
Software Mentions: 3
Published: almost 9 years ago
10.1002/fes3.126
Construction of a network describing asparagine metabolism in plants and its application to the identification of genes affecting asparagine metabolism in wheat under drought and nutritional stressCited by: 44
Author(s): Tanya Y. Curtis, V. Dal Bò, Allan Tucker, Nigel G. Halford
Software Mentions: 3
Published: almost 7 years ago
10.1186/s12882-020-01786-w
Application of group LASSO regression based Bayesian networks in risk factors exploration and disease prediction for acute kidney injury in hospitalized patients with hematologic malignanciesCited by: 10
Author(s): Yang Li, Xiaohong Chen, Yimei Wang, Jiayue Hu, Ziyan Shen, Xiaoqiang Ding
Software Mentions: 3
Published: over 4 years ago
10.1186/1753-6561-5-S9-S109
Application of Bayesian network structure learning to identify causal variant SNPs from resequencing dataCited by: 10
Author(s): Christopher Schlosberg, Tae Hwi Schwantes-An, Wansuo Duan, Nancy L. Saccone
Software Mentions: 3
Published: almost 13 years ago
10.1186/s12859-020-3510-1
A Bayesian data fusion based approach for learning genome-wide transcriptional regulatory networksCited by: 3
Author(s): Elisabetta Sauta, Andrea Demartini, Francesca Vitali, Alberto Riva, Riccardo Bellazzi
Software Mentions: 3
Published: over 4 years ago
10.3390/toxins10070267
Comparison of Three Modelling Approaches for Predicting Deoxynivalenol Contamination in Winter WheatCited by: 18
Author(s): Cheng Liu, Valentina Manstretta, Vittorio Rossi, H.J. van der Fels‐Klerx
Software Mentions: 3
Published: over 6 years ago
10.3390/toxins13020144
Incentives to Stimulate European Wheat Farmers to Adapt Their Fusarium Species Mycotoxin ManagementCited by: 1
Author(s): Esmée M Janssen, M.C.M. Mourits, A.G.J.M. Oude Lansink, H.J. van der Fels‐Klerx
Software Mentions: 3
Published: almost 4 years ago
10.1002/brb3.1822
Can dementia be predicted using olfactory identification test in the elderly? A Bayesian network analysisCited by: 2
Author(s): Ding Ding, Xiaoniu Liang, Zhenxu Xiao, Wanqing Wu, Qianhua Zhao, Yang Cao
Software Mentions: 3
Published: about 4 years ago
10.1186/s40064-016-3292-0
Mining precise cause and effect rules in large time series data of socio-economic indicatorsCited by: 2
Author(s): Swati Hira, Parag S. Deshpande
Software Mentions: 3
Published: about 8 years ago
10.1177/11786469211041376
An Investigation into the Temporal Reproducibility of Tryptophan Metabolite Networks Among Healthy AdolescentsCited by: 6
Author(s): Kolade Oluwagbemigun, Andrea Anesi, Gerard Clarke, Matthias Schmid, Fulvio Mattivi, Ute Nöthlings
Software Mentions: 3
Published: almost 4 years ago
10.3390/ijerph17176184
Buffering PTSD in Canine Search and Rescue Teams? Associations with Resilience, Sense of Coherence, and Societal AcknowledgmentCited by: 2
Author(s): Milena Kaufmann, Matthias Gelb, Mareike Augsburger
Software Mentions: 3
Published: about 4 years ago
10.1186/s12936-021-03804-0
Spatial prediction of malaria prevalence in Papua New Guinea: a comparison of Bayesian decision network and multivariate regression modelling approaches for improved accuracy in prevalence predictionCited by: 5
Author(s): Eimear Cleary, Manuel W Hetzel, Peter Siba, Colleen L Lau, Archie C. A. Clements
Software Mentions: 3
Published: over 3 years ago
10.1371/journal.pcbi.1005244
Utility and Limitations of Using Gene Expression Data to Identify Functional AssociationsCited by: 47
Author(s): Sahra Uygun, Cheng Peng, Melissa D. Lehti-Shiu
Software Mentions: 3
Published: almost 8 years ago
10.1371/journal.pcbi.1005603
Molecular determinants for the thermodynamic and functional divergence of uniporter GLUT1 and proton symporter XylECited by: 27
Author(s): Meng Ke, Yunbin Yuan, Xin Jiang, Nieng Yan, H. Gong
Software Mentions: 3
Published: over 7 years ago
10.1371/journal.pgen.1009811
A Bayesian network approach incorporating imputation of missing data enables exploratory analysis of complex causal biological relationshipsCited by: 10
Author(s): Richard Howey, Alexander D. Clark, Najib Naamane, Louise N. Reynard, Arthur G. Pratt, Heather J. Cordell
Software Mentions: 3
Published: about 3 years ago
10.3389/fpsyg.2019.01947
Self-Determined Motivation and Competitive Anxiety in Athletes/Students: A Probabilistic Study Using Bayesian NetworksCited by: 11
Author(s): Francisco Javier Ponseti, Pedro Lopes de Almeida, João Lameiras, Bruno Martins, Aurelio Olmedilla, Jeanette M. López Walle, Orlando J. Reyes, Alexandre García-Más
Software Mentions: 3
Published: about 5 years ago
10.1371/journal.pone.0258515
How does individualised physiotherapy work for people with low back pain? A Bayesian Network analysis using randomised controlled trial dataCited by: 3
Author(s): Bernard X. W. Liew, Jon Ford, Marco Scutari, Andrew J. Hahne
Software Mentions: 3
Published: about 3 years ago
10.3389/fspor.2020.595619
An Interdisciplinary Examination of Stress and Injury Occurrence in AthletesCited by: 5
Author(s): Harry J Fisher, Marianne J.R. Gittoes, Lynne Evans, Charlotte Leah Bitchell, Richard Mullen, Marco Scutari
Software Mentions: 3
Published: almost 4 years ago
10.3389/fmicb.2014.00335
Structural and functional changes in the gut microbiota associated to Clostridium difficile infectionCited by: 64
Author(s): Ana Elena Pérez‐Cobas, Alejandro Artacho, Stephan Ott, Andrés Moya, María José Gosalbes, Amparo Latorre
Software Mentions: 3
Published: over 10 years ago
10.1038/s41598-018-35399-z
Employing fingerprinting of medicinal plants by means of LC-MS and machine learning for species identification taskCited by: 16
Author(s): Pavel Kharyuk, Dmitry Nazarenko, Ivan Oseledets, И. А. Родин, О. А. Шпигун, Andrey Tsitsilin, Mikhail Lavrentyev
Software Mentions: 3
Published: about 6 years ago
10.1371/journal.pone.0197877
Community structure informs species geographic distributionsCited by: 7
Author(s): Alicia Montesinos‐Navarro, Alba Estrada, Xavier Font, Miguel G. Matias, Catarina Meireles, Manuel Mendoza, João P. Honrado, Hari Prasad, Joana R. Vicente, Regan Early
Software Mentions: 3
Published: over 6 years ago
10.1371/journal.pone.0158762
Predictors of Outcome in Traumatic Brain Injury: New Insight Using Receiver Operating Curve Indices and Bayesian Network AnalysisCited by: 35
Author(s): Zsolt Zádor, Matthew Sperrin, Andrew T. King
Software Mentions: 3
Published: over 8 years ago
10.1186/s13148-021-01148-9
Identifying causal models between genetically regulated methylation patterns and gene expression in healthy colon tissueCited by: 6
Author(s): Anna Díez-Villanueva, Mireia Jordà, Robert Carreras‐Torres, Henar Alonso, David Cordero, Elisabet Guinó, Xavier Sanjuán, Cristina Santos, Ramón Salazar, Rebeca Sanz‐Pamplona, Vı́ctor Moreno
Software Mentions: 3
Published: over 3 years ago
10.1002/ece3.3505
Residence time, native range size, and genome size predict naturalization among angiosperms introduced to AustraliaCited by: 9
Author(s): John P. Schmidt, John M. Drake, Patrick R. Stephens
Software Mentions: 3
Published: about 7 years ago
10.1073/pnas.2016877118
A data-driven approach to identify risk profiles and protective drugs in COVID-19Cited by: 32
Author(s): Pietro E Cippà, Federica Cugnata, Paolo Ferrari, Chiara Brombin, Lorenzo Ruinelli, G. Bianchi, Nicola Beria, D. Schulz, Enos Bernasconi, Paolo Merlani, Alessandro Ceschi, Clelia Di Serio
Software Mentions: 3
Published: almost 4 years ago
10.3390/e23091122
Computation of Kullback–Leibler Divergence in Bayesian NetworksCited by: 2
Author(s): Serafı́n Moral, Andrés Cano, Manuel Gómez-Olmedo
Software Mentions: 3
Published: about 3 years ago
10.1186/s13104-018-3621-1
Evaluation of Bayesian classifiers in asthma exacerbation prediction after medication discontinuationCited by: 14
Author(s): Ioannis Spyroglou, Gunter Spöck, A. G. Rigas, Emmanouil Paraskakis
Software Mentions: 3
Published: over 6 years ago
10.3390/jcm10153398
Development and Validation of a Bayesian Network for Supporting the Etiological Diagnosis of UveitisCited by: 7
Author(s): Yvan Jamilloux, Nicolas Romain-Scelle, Muriel Rabilloud, Coralie Morel, Laurent Kodjikian, Delphine Maucort-Boulch, P. Bielefeld, P. Sève
Software Mentions: 3
Published: over 3 years ago
10.1186/s12859-019-3022-z
Epi-GTBN: an approach of epistasis mining based on genetic Tabu algorithm and Bayesian networkCited by: 20
Author(s): Yang Guo, Zhiman Zhong, Chen Yang, Jingtian Hu, Yaling Jiang, Zizhen Liang, Hui Gao, Jianxiao Liu
Software Mentions: 3
Published: about 5 years ago
10.1038/s12276-018-0110-5
Assessment of genetic factor and depression interactions for asthma symptom severity in cohorts of childhood and elderly asthmaticsCited by: 8
Author(s): Heung-Woo Park, Woo Jung Song, Sang Heon Cho, Michael J. McGeachie, Fernando J. Martínez, Dave Mauger, Bruce G. Bender, Kelan G. Tantisira
Software Mentions: 3
Published: over 6 years ago
10.1186/s12967-019-1875-6
Fibroblast growth factor 23, endothelium biomarkers and acute kidney injury in critically-ill patientsCited by: 16
Author(s): Fernanda Macedo de Oliveira Neves, Camila Barbosa Araújo, Daniele Ferreira de Freitas, Bianca Fernandes Távora Arruda, Leonardo José Monteiro de Macêdo Filho, Vivian Brito Salles, Gdayllon Cavalcante Meneses, Alice Maria Costa Martins, Alexandre Braga Libório
Software Mentions: 2
Published: over 5 years ago
10.1016/j.artmed.2012.12.006
Identifying significant edges in graphical models of molecular networksCited by: 118
Author(s): Marco Scutari, Radhakrishnan Nagarajan
Software Mentions: 2
Published: over 11 years ago
10.1186/s12859-018-2072-y
Automated transition analysis of activated gene regulation during diauxic nutrient shift in Escherichia coli and adipocyte differentiation in mouse cellsCited by: 0
Author(s): Yasuhiro Takenaka, Kazuma Mikami, Shigeto Seno, Hideo Matsuda
Software Mentions: 2
Published: over 6 years ago
10.1186/s12859-019-2802-9
A network-based approach for identifying suitable biomarkers for oral immunotherapy of food allergyCited by: 4
Author(s): Jolanda van Bilsen, Lars Verschuren, Laura Wagenaar, Marlotte M. Vonk, Betty C.A.M. van Esch, L.M.J. Knippels, Johan Garssen, Joost J. Smit, Raymond Pieters, Tim J. van den Broek
Software Mentions: 2
Published: over 5 years ago
10.1186/s12864-020-07065-0
Inferring directional relationships in microbial communities using signed Bayesian networksCited by: 12
Author(s): Musfiquer Sazal, Kalai Mathee, Daniel Ruiz-Perez, Trevor Cickovski, Giri Narasimhan
Software Mentions: 2
Published: almost 4 years ago
10.1186/s12913-017-2496-5
A network perspective on patient experiences and health status: the Medical Expenditure Panel Survey 2004 to 2011Cited by: 17
Author(s): Yi-Sheng Chao, Hau‐Tieng Wu, Marco Scutari, Tai-Shen Chen, Chao-Jung Wu, Madéleine Durand, Antoine Boivin
Software Mentions: 2
Published: over 7 years ago
10.1186/s12911-019-0753-8
Discover high-risk factor combinations using Bayesian network from cohort data of National Stoke Screening in ChinaCited by: 1
Author(s): Xuemeng Li, Jianfei Pang, Mei Li, Dongsheng Zhao
Software Mentions: 2
Published: over 5 years ago
10.1186/s12889-021-11412-5
Application of a novel hybrid algorithm of Bayesian network in the study of hyperlipidemia related factors: a cross-sectional studyCited by: 10
Author(s): Xuchun Wang, Jinhua Pan, Zeping Ren, Mengmeng Zhai, Zhuang Zhang, Hao Ren, Weimei Song, Yuan He, Chenglian Li, Xiaojuan Yang, Meichen Li, Dichen Quan, Limin Chen, Lixia Qiu
Software Mentions: 2
Published: over 3 years ago
10.1186/s12918-014-0136-9
Integrative network analysis of TCGA data for ovarian cancerCited by: 62
Author(s): Qingyang Zhang, Joanna E. Burdette, Ji Ping Wang
Software Mentions: 2
Published: almost 10 years ago
10.1186/s12918-015-0207-6
Exploring causal networks underlying fat deposition and muscularity in pigs through the integration of phenotypic, genotypic and transcriptomic dataCited by: 13
Author(s): Francisco Peñagaricano, Bruno D. Valente, Juan P. Steibel, R. O. Bates, Catherine W. Ernst, Hasan Khatib, Guilherme J. M. Rosa
Software Mentions: 2
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10.1186/1756-0381-6-6
Using Bayesian networks to discover relations between genes, environment, and diseaseCited by: 74
Author(s): Chauchin Su, Angeline S. Andrew, Margaret R. Karagas, Mark E. Borsuk
Software Mentions: 2
Published: over 11 years ago
10.1155/2017/1813494
Verification of Three-Phase Dependency Analysis Bayesian Network Learning Method for Maize Carotenoid Gene MiningCited by: 0
Author(s): Jianxiao Liu, Zonglin Tian
Software Mentions: 2
Published: almost 8 years ago
10.1002/pld3.304
Modeling multiple phenotypes in wheat using data‐driven genomic exploratory factor analysis and Bayesian network learningCited by: 6
Author(s): Mehdi Momen, Madhav Bhatta, Waseem Hussain, Yu Hyeong-keun, Gota Morota
Software Mentions: 2
Published: almost 4 years ago
10.1371/journal.pone.0201355
A network perspective of engaging patients in specialist and chronic illness care: The 2014 International Health Policy SurveyCited by: 5
Author(s): Yi-Sheng Chao, Marco Scutari, Tai-Shen Chen, Chao-Jung Wu, Madéleine Durand, Antoine Boivin, Hsing‐Chien Wu, Wei-Chih Chen
Software Mentions: 2
Published: over 6 years ago
10.1371/journal.pone.0080735
Impact of Noise on Molecular Network InferenceCited by: 8
Author(s): Radhakrishnan Nagarajan, Marco Scutari
Software Mentions: 2
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10.1371/journal.pone.0167050
Identifying Key Drivers of Return Reversal with Dynamical Bayesian Factor GraphCited by: 1
Author(s): Shuai Zhao, Yunhai Tong, Zitian Wang, Tan Shi
Software Mentions: 2
Published: almost 8 years ago
10.1002/clc.23377
A novel machine learning algorithm, Bayesian networks model, to predict the high‐risk patients with cardiac surgery‐associated acute kidney injuryCited by: 21
Author(s): Yang Li, Jiacheng Xu, Yimei Wang, Yunlu Zhang, Wuhua Jiang, Bo Shen, Xiaoqiang Ding
Software Mentions: 2
Published: over 4 years ago
10.1016/j.dib.2018.05.126
Synthetic populations of South African urban areasCited by: 11
Author(s): Johan W. Joubert
Software Mentions: 2
Published: over 6 years ago
10.3390/e21111102
Causal Analysis of Learning Performance Based on a Bayesian Network and Mutual InformationCited by: 4
Author(s): Jing Chen, Jun Feng, Jingzhao Hu, Xia Sun
Software Mentions: 2
Published: about 5 years ago
10.1021/acs.est.1c01241
Causal Approach to Determining the Environmental Risks of Seabed MiningCited by: 8
Author(s): Laura Kaikkonen, Inari Helle, Kirsi Kostamo, Sakari Kuikka, Anna Törnroos, Henrik Nygård, Riikka Venesjärvi, Laura Uusitalo
Software Mentions: 2
Published: over 3 years ago
10.3389/fdata.2020.535976
Causal Learning From Predictive Modeling for Observational DataCited by: 11
Author(s): Nandini Ramanan, Sriraam Natarajan
Software Mentions: 2
Published: about 4 years ago
10.3389/fncom.2014.00150
Multi-dimensional classification of GABAergic interneurons with Bayesian network-modeled label uncertaintyCited by: 7
Author(s): Bojan Mihaljević, Concha Bielza, Ruth Benavides-Piccione, Javier DeFelipe, Pedro Larrañaga
Software Mentions: 2
Published: almost 10 years ago