• Reference Citation Analysis
  • v
  • v
  • Find an Article
Find an Article PDF (5080897)   Today's Articles (1074)
For: Abusamra H. A Comparative Study of Feature Selection and Classification Methods for Gene Expression Data of Glioma. ACTA ACUST UNITED AC 2013. [DOI: 10.1016/j.procs.2013.10.003] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Number Cited by Other Article(s)
1
Karimi-Fard A, Saidi A, TohidFar M, Emami SN. Novel candidate genes for environmental stresses response in Synechocystis sp. PCC 6803 revealed by machine learning algorithms. Braz J Microbiol 2024;55:1219-1229. [PMID: 38705959 PMCID: PMC11153407 DOI: 10.1007/s42770-024-01338-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 04/03/2024] [Indexed: 05/07/2024]  Open
2
Nekouie N, Romoozi M, Esmaeili M. A New Evolutionary Ensemble Learning of Multimodal Feature Selection from Microarray Data. Neural Process Lett 2023. [DOI: 10.1007/s11063-023-11159-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
3
An in-depth and contrasting survey of meta-heuristic approaches with classical feature selection techniques specific to cervical cancer. Knowl Inf Syst 2023. [DOI: 10.1007/s10115-022-01825-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
4
Alnazer I, Falou O, Bourdon P, Urruty T, Guillevin R, Khalil M, Shahin A, Fernandez-Maloigne C. Usefulness of computed tomography textural analysis in renal cell carcinoma nuclear grading. J Med Imaging (Bellingham) 2022;9:054501. [PMID: 36120414 PMCID: PMC9467905 DOI: 10.1117/1.jmi.9.5.054501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 08/24/2022] [Indexed: 09/15/2023]  Open
5
Zanella L, Facco P, Bezzo F, Cimetta E. Feature Selection and Molecular Classification of Cancer Phenotypes: A Comparative Study. Int J Mol Sci 2022;23:ijms23169087. [PMID: 36012350 PMCID: PMC9408964 DOI: 10.3390/ijms23169087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 08/09/2022] [Accepted: 08/11/2022] [Indexed: 11/16/2022]  Open
6
Vijayan A, Fatima S, Sowmya A, Vafaee F. Blood-based transcriptomic signature panel identification for cancer diagnosis: benchmarking of feature extraction methods. Brief Bioinform 2022;23:6658855. [PMID: 35945147 DOI: 10.1093/bib/bbac315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 07/11/2022] [Accepted: 07/12/2022] [Indexed: 11/13/2022]  Open
7
Binary Approaches of Quantum-Based Avian Navigation Optimizer to Select Effective Features from High-Dimensional Medical Data. MATHEMATICS 2022. [DOI: 10.3390/math10152770] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
8
Mining transcriptomic data to identify Saccharomyces cerevisiae signatures related to improved and repressed ethanol production under fermentation. PLoS One 2022;17:e0259476. [PMID: 35881609 PMCID: PMC9321456 DOI: 10.1371/journal.pone.0259476] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 07/12/2022] [Indexed: 11/19/2022]  Open
9
Naor-Hoffmann S, Svetlitsky D, Sal-Man N, Orenstein Y, Ziv-Ukelson M. Predicting the pathogenicity of bacterial genomes using widely spread protein families. BMC Bioinformatics 2022;23:253. [PMID: 35751023 PMCID: PMC9233384 DOI: 10.1186/s12859-022-04777-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 04/13/2022] [Indexed: 11/15/2022]  Open
10
Polewko-Klim A, Zhu S, Wu W, Xie Y, Cai N, Zhang K, Zhu Z, Qing T, Yuan Z, Xu K, Zhang T, Lu M, Ye W, Chen X, Suo C, Rudnicki WR. Identification of Candidate Therapeutic Genes for More Precise Treatment of Esophageal Squamous Cell Carcinoma and Adenocarcinoma. Front Genet 2022;13:844542. [PMID: 35664298 PMCID: PMC9161154 DOI: 10.3389/fgene.2022.844542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 04/20/2022] [Indexed: 11/23/2022]  Open
11
AlRashid SZ, Dosh MH, Obaid AJ. Classification of the Senescence-Accelerated Mouse (SAM) Strains With Its Behaviour Using Deep Learning. INTERNATIONAL JOURNAL OF E-COLLABORATION 2022. [DOI: 10.4018/ijec.304035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
12
Combination of Reduction Detection Using TOPSIS for Gene Expression Data Analysis. BIG DATA AND COGNITIVE COMPUTING 2022. [DOI: 10.3390/bdcc6010024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
13
Wu Y, Guo Y, Ma J, Sa Y, Li Q, Zhang N. Research Progress of Gliomas in Machine Learning. Cells 2021;10:cells10113169. [PMID: 34831392 PMCID: PMC8622230 DOI: 10.3390/cells10113169] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 11/04/2021] [Accepted: 11/05/2021] [Indexed: 12/29/2022]  Open
14
Larco A, Montenegro C, Yanez C, Luján-Mora S. An experience selecting quality features of apps for people with disabilities using abductive approach to explanatory theory generation. PeerJ Comput Sci 2021;7:e595. [PMID: 34435092 PMCID: PMC8356648 DOI: 10.7717/peerj-cs.595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/24/2021] [Indexed: 06/13/2023]
15
Mohammed M, Mwambi H, Mboya IB, Elbashir MK, Omolo B. A stacking ensemble deep learning approach to cancer type classification based on TCGA data. Sci Rep 2021;11:15626. [PMID: 34341396 PMCID: PMC8329290 DOI: 10.1038/s41598-021-95128-x] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 07/19/2021] [Indexed: 12/13/2022]  Open
16
Källberg D, Vidman L, Rydén P. Comparison of Methods for Feature Selection in Clustering of High-Dimensional RNA-Sequencing Data to Identify Cancer Subtypes. Front Genet 2021;12:632620. [PMID: 33719342 PMCID: PMC7943624 DOI: 10.3389/fgene.2021.632620] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 02/03/2021] [Indexed: 11/13/2022]  Open
17
Lu L, Townsend KA, Daigle BJ. GEOlimma: differential expression analysis and feature selection using pre-existing microarray data. BMC Bioinformatics 2021;22:44. [PMID: 33535967 PMCID: PMC7860207 DOI: 10.1186/s12859-020-03932-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 12/11/2020] [Indexed: 12/14/2022]  Open
18
Memory based cuckoo search algorithm for feature selection of gene expression dataset. INFORMATICS IN MEDICINE UNLOCKED 2021. [DOI: 10.1016/j.imu.2021.100572] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]  Open
19
Pham TA, Tran VQ, Vu HLT, Ly HB. Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity. PLoS One 2020;15:e0243030. [PMID: 33332377 PMCID: PMC7746167 DOI: 10.1371/journal.pone.0243030] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Accepted: 11/16/2020] [Indexed: 11/19/2022]  Open
20
Ghosh SK, Ghosh A. A Novel Human Diabetes Biomarker Recognition Approach Using Fuzzy Rough Multigranulation Nearest Neighbour Classifier Model. Interdiscip Sci 2020;12:461-475. [PMID: 32920773 DOI: 10.1007/s12539-020-00391-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 08/22/2020] [Accepted: 08/31/2020] [Indexed: 10/23/2022]
21
Pan YB, Zhu Y, Zhang QW, Zhang CH, Shao A, Zhang J. Prognostic and Predictive Value of a Long Non-coding RNA Signature in Glioma: A lncRNA Expression Analysis. Front Oncol 2020;10:1057. [PMID: 32793467 PMCID: PMC7394186 DOI: 10.3389/fonc.2020.01057] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Accepted: 05/27/2020] [Indexed: 01/16/2023]  Open
22
Klén R, Karhunen M, Elo LL. Likelihood contrasts: a machine learning algorithm for binary classification of longitudinal data. Sci Rep 2020;10:1016. [PMID: 31974488 PMCID: PMC6978422 DOI: 10.1038/s41598-020-57924-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 12/31/2019] [Indexed: 12/02/2022]  Open
23
Leclercq M, Vittrant B, Martin-Magniette ML, Scott Boyer MP, Perin O, Bergeron A, Fradet Y, Droit A. Large-Scale Automatic Feature Selection for Biomarker Discovery in High-Dimensional OMICs Data. Front Genet 2019;10:452. [PMID: 31156708 PMCID: PMC6532608 DOI: 10.3389/fgene.2019.00452] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Accepted: 04/30/2019] [Indexed: 12/11/2022]  Open
24
Patil S, Naik G, Pai R, Gad R. Stacked Autoencoder for classification of glioma grade III and grade IV. Biomed Signal Process Control 2018. [DOI: 10.1016/j.bspc.2018.07.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
25
Lopez R, Wang R, Seelig G. A molecular multi-gene classifier for disease diagnostics. Nat Chem 2018;10:746-754. [PMID: 29713032 DOI: 10.1038/s41557-018-0056-1] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 03/29/2018] [Indexed: 11/09/2022]
26
Mafarja M, Mirjalili S. Whale optimization approaches for wrapper feature selection. Appl Soft Comput 2018. [DOI: 10.1016/j.asoc.2017.11.006] [Citation(s) in RCA: 273] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
27
Development of a two-stage gene selection method that incorporates a novel hybrid approach using the cuckoo optimization algorithm and harmony search for cancer classification. J Biomed Inform 2017;67:11-20. [DOI: 10.1016/j.jbi.2017.01.016] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Revised: 01/24/2017] [Accepted: 01/31/2017] [Indexed: 12/24/2022]
28
Dessì N, Pes B, Cannas LM. An Evolutionary Approach for Balancing Effectiveness and Representation Level in Gene Selection. JOURNAL OF INFORMATION TECHNOLOGY RESEARCH 2015. [DOI: 10.4018/jitr.2015040102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
PrevPage 1 of 1 1Next
© 2004-2025 Baishideng Publishing Group Inc. All rights reserved. 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA