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A review of epileptic seizure detection using machine learning classifiersBrain informatics, 2020-05, Vol.7 (1), p.5-5, Article 5 [Peer Reviewed Journal]The Author(s) 2020 ;COPYRIGHT 2020 Springer ;The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2198-4018 ;EISSN: 2198-4026 ;DOI: 10.1186/s40708-020-00105-1 ;PMID: 32451639Full text available |
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nDNA-Prot: identification of DNA-binding proteins based on unbalanced classificationBMC bioinformatics, 2014-09, Vol.15 (1), p.298-298, Article 298 [Peer Reviewed Journal]COPYRIGHT 2014 BioMed Central Ltd. ;2014 Song et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. ;Song et al.; licensee BioMed Central Ltd. 2014 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/1471-2105-15-298 ;PMID: 25196432Full text available |
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Material Type: Article
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Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuitsNature communications, 2018-06, Vol.9 (1), p.2331-7, Article 2331 [Peer Reviewed Journal]2018. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2018 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-018-04482-4 ;PMID: 29899421Full text available |
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Material Type: Article
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PlasForest: a homology-based random forest classifier for plasmid detection in genomic datasetsBMC bioinformatics, 2021-06, Vol.22 (1), p.1-349, Article 349 [Peer Reviewed Journal]COPYRIGHT 2021 BioMed Central Ltd. ;2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Distributed under a Creative Commons Attribution 4.0 International License ;The Author(s) 2021 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-021-04270-w ;PMID: 34174810Full text available |
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The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluationBioData mining, 2021-02, Vol.14 (1), p.13-13, Article 13 [Peer Reviewed Journal]COPYRIGHT 2021 BioMed Central Ltd. ;2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2021 ;ISSN: 1756-0381 ;EISSN: 1756-0381 ;DOI: 10.1186/s13040-021-00244-z ;PMID: 33541410Full text available |
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Material Type: Article
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Dysbiosis of the gut microbiome is a risk factor for osteoarthritis in older female adults: a case control studyBMC bioinformatics, 2021-06, Vol.22 (1), p.1-299, Article 299 [Peer Reviewed Journal]COPYRIGHT 2021 BioMed Central Ltd. ;2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2021 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-021-04199-0 ;PMID: 34082693Full text available |
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Material Type: Article
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Computationally identifying hot spots in protein-DNA binding interfaces using an ensemble approachBMC bioinformatics, 2020-09, Vol.21 (Suppl 13), p.1-384, Article 384 [Peer Reviewed Journal]COPYRIGHT 2020 BioMed Central Ltd. ;2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2020 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-020-03675-3 ;PMID: 32938375Full text available |
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Material Type: Article
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Sarcoma classification by DNA methylation profilingNature communications, 2021-01, Vol.12 (1), p.498-498, Article 498 [Peer Reviewed Journal]The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2021 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-020-20603-4 ;PMID: 33479225Full text available |
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Pan-cancer landscape of homologous recombination deficiencyNature communications, 2020-11, Vol.11 (1), p.5584-5584, Article 5584 [Peer Reviewed Journal]The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2020 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-020-19406-4 ;PMID: 33149131Full text available |
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Material Type: Article
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TPpred-LE: therapeutic peptide function prediction based on label embeddingBMC biology, 2023-10, Vol.21 (1), p.1-238, Article 238 [Peer Reviewed Journal]COPYRIGHT 2023 BioMed Central Ltd. ;2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2023 ;ISSN: 1741-7007 ;EISSN: 1741-7007 ;DOI: 10.1186/s12915-023-01740-w ;PMID: 37904157Full text available |
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Material Type: Article
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Detection for melanoma skin cancer through ACCF, BPPF, and CLF techniques with machine learning approachBMC bioinformatics, 2023-12, Vol.24 (1), p.458-458, Article 458 [Peer Reviewed Journal]2023. The Author(s). ;COPYRIGHT 2023 BioMed Central Ltd. ;2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-023-05584-7 ;PMID: 38053030Full text available |
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Material Type: Article
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A harmonized atlas of mouse spinal cord cell types and their spatial organizationNature communications, 2021-09, Vol.12 (1), p.5722-5722, Article 5722 [Peer Reviewed Journal]2021. This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply. ;This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2021. corrected publication 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2021, corrected publication 2022 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-021-25125-1 ;PMID: 34588430Full text available |
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Material Type: Article
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Statistical classifiers for diagnosing disease from immune repertoires: a case study using multiple sclerosisBMC bioinformatics, 2017-09, Vol.18 (1), p.401-401, Article 401 [Peer Reviewed Journal]COPYRIGHT 2017 BioMed Central Ltd. ;Copyright BioMed Central 2017 ;The Author(s). 2017 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-017-1814-6 ;PMID: 28882107Full text available |
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Material Type: Article
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Metagenome-wide association of gut microbiome features for schizophreniaNature communications, 2020-03, Vol.11 (1), p.1612-1612, Article 1612 [Peer Reviewed Journal]This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2020 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-020-15457-9 ;PMID: 32235826Full text available |
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Material Type: Article
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Prediction of disease-related miRNAs by voting with multiple classifiersBMC bioinformatics, 2023-04, Vol.24 (1), p.177-177, Article 177 [Peer Reviewed Journal]2023. The Author(s). ;COPYRIGHT 2023 BioMed Central Ltd. ;2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2023 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-023-05308-x ;PMID: 37122001Full text available |
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Material Type: Article
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Neuroimaging feature extraction using a neural network classifier for imaging geneticsBMC bioinformatics, 2023-06, Vol.24 (1), p.271-271, Article 271 [Peer Reviewed Journal]2023. The Author(s). ;COPYRIGHT 2023 BioMed Central Ltd. ;2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2023 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-023-05394-x ;PMID: 37391692Full text available |
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Material Type: Article
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Expanding the taxonomic range in the fecal metagenomeBMC bioinformatics, 2021-06, Vol.22 (1), p.1-312, Article 312 [Peer Reviewed Journal]COPYRIGHT 2021 BioMed Central Ltd. ;2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2021 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-021-04212-6 ;PMID: 34107881Full text available |
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Material Type: Article
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A deep learning system accurately classifies primary and metastatic cancers using passenger mutation patternsNature communications, 2020-02, Vol.11 (1), p.728-728, Article 728 [Peer Reviewed Journal]This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2020. corrected publication 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2020 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-019-13825-8 ;PMID: 32024849Full text available |
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Machine learning, medical diagnosis, and biomedical engineering research - commentaryBiomedical engineering online, 2014-07, Vol.13 (1), p.94-94 [Peer Reviewed Journal]COPYRIGHT 2014 BioMed Central Ltd. ;2014 Foster et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. ;Copyright © 2014 Foster et al.; licensee BioMed Central Ltd. 2014 Foster et al.; licensee BioMed Central Ltd. ;ISSN: 1475-925X ;EISSN: 1475-925X ;DOI: 10.1186/1475-925X-13-94 ;PMID: 24998888Full text available |
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Material Type: Article
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MSIFinder: a python package for detecting MSI status using random forest classifierBMC bioinformatics, 2021-04, Vol.22 (1), p.185-185, Article 185 [Peer Reviewed Journal]COPYRIGHT 2021 BioMed Central Ltd. ;COPYRIGHT 2021 BioMed Central Ltd. ;2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2021 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-021-03986-z ;PMID: 33845765Full text available |