{"id":"https://openalex.org/W4389783001","doi":"https://doi.org/10.1186/s12859-023-05605-5","title":"A novel and innovative cancer classification framework through a consecutive utilization of hybrid feature selection","display_name":"A novel and innovative cancer classification framework through a consecutive utilization of hybrid feature selection","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4389783001","doi":"https://doi.org/10.1186/s12859-023-05605-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/38102551"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-023-05605-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05605-5","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05605-5","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05605-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080094760","display_name":"Rajul Mahto","orcid":"https://orcid.org/0000-0002-9345-8162"},"institutions":[{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajul Mahto","raw_affiliation_strings":["School of Computing Science and Engineering, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India","institution_ids":["https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109665166","display_name":"Saboor Uddin Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saboor Uddin Ahmed","raw_affiliation_strings":["School of Computing Science and Engineering, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India","institution_ids":["https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107791708","display_name":"Rizwan Ur Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rizwan ur Rahman","raw_affiliation_strings":["School of Computing Science and Engineering, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India","institution_ids":["https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027432547","display_name":"Rabia Musheer Aziz","orcid":"https://orcid.org/0000-0003-2655-7272"},"institutions":[{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rabia Musheer Aziz","raw_affiliation_strings":["School of Advanced Sciences and Language, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Advanced Sciences and Language, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India","institution_ids":["https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103068729","display_name":"Priyanka Roy","orcid":"https://orcid.org/0000-0002-1021-4227"},"institutions":[{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Priyanka Roy","raw_affiliation_strings":["School of Advanced Sciences and Language, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India. priyanka.roy@vitbhopal.ac.in","School of Advanced Sciences and Language, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Advanced Sciences and Language, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India. priyanka.roy@vitbhopal.ac.in","institution_ids":["https://openalex.org/I464993"]},{"raw_affiliation_string":"School of Advanced Sciences and Language, VIT Bhopal University, Kothrikalan, Sehore, Madhya Pradesh, 46611, India","institution_ids":["https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033317672","display_name":"Saurav Mallik","orcid":"https://orcid.org/0000-0003-4107-6784"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]},{"id":"https://openalex.org/I4210115279","display_name":"Department of Physiological Sciences","ror":"https://ror.org/0218eta95","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210115279"]}],"countries":["RU","US"],"is_corresponding":true,"raw_author_name":"Saurav Mallik","raw_affiliation_strings":["Department of Pharmacology and Toxicology, University of Arizona, Tucson, AZ, 85721, USA. sauravmtech2@gmail.com","Molecular and Integrative Physiological Sciences, Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA. sauravmtech2@gmail.com","Molecular and Integrative Physiological Sciences, Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmacology and Toxicology, University of Arizona, Tucson, AZ, 85721, USA. sauravmtech2@gmail.com","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"Molecular and Integrative Physiological Sciences, Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA. sauravmtech2@gmail.com","institution_ids":["https://openalex.org/I4210115279"]},{"raw_affiliation_string":"Molecular and Integrative Physiological Sciences, Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382838","display_name":"Aimin Li","orcid":"https://orcid.org/0000-0002-6983-2310"},"institutions":[{"id":"https://openalex.org/I51622183","display_name":"Shaanxi University of Science and Technology","ror":"https://ror.org/034t3zs45","country_code":"CN","type":"education","lineage":["https://openalex.org/I51622183"]},{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Aimin Li","raw_affiliation_strings":["Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA","School of Computer Science and Engineering, Xi'an University of Technology, Shaanxi, 710048, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, Shaanxi, 710048, China","institution_ids":["https://openalex.org/I51622183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103185178","display_name":"Mohd Asif Shah","orcid":"https://orcid.org/0000-0002-0351-9559"},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]},{"id":"https://openalex.org/I4210107262","display_name":"Amhara Agricultural Research Institute","ror":"https://ror.org/01vwxpj86","country_code":"ET","type":"government","lineage":["https://openalex.org/I4210107262"]},{"id":"https://openalex.org/I4210117424","display_name":"Debre Tabor University","ror":"https://ror.org/02bzfxf13","country_code":"ET","type":"education","lineage":["https://openalex.org/I4210117424"]},{"id":"https://openalex.org/I4387152840","display_name":"Kebri Dehar University","ror":"https://ror.org/00r6xxj20","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152840"]},{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["ET","IN"],"is_corresponding":true,"raw_author_name":"Mohd Asif Shah","raw_affiliation_strings":["Centre for Research Impact & Outcome, Chitkara University, Rajpura, Punjab, 140401, India. drmohdasifshah@kdu.edu.et","Department of Economics, Kebri Dehar University, Kebri Dehar, 250, Somali, Ethiopia. drmohdasifshah@kdu.edu.et","Division of Research and Development, Lovely Professional University, Phagwara, Punjab, 144001, India. drmohdasifshah@kdu.edu.et","Department of Economics, Kebri Dehar University, Kebri Dehar, 250,  Somali, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research Impact & Outcome, Chitkara University, Rajpura, Punjab, 140401, India. drmohdasifshah@kdu.edu.et","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Department of Economics, Kebri Dehar University, Kebri Dehar, 250, Somali, Ethiopia. drmohdasifshah@kdu.edu.et","institution_ids":["https://openalex.org/I4210117424"]},{"raw_affiliation_string":"Division of Research and Development, Lovely Professional University, Phagwara, Punjab, 144001, India. drmohdasifshah@kdu.edu.et","institution_ids":["https://openalex.org/I110360157"]},{"raw_affiliation_string":"Department of Economics, Kebri Dehar University, Kebri Dehar, 250,  Somali, Ethiopia","institution_ids":["https://openalex.org/I4210107262","https://openalex.org/I4387152840"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5033317672","https://openalex.org/A5103185178"],"corresponding_institution_ids":["https://openalex.org/I110360157","https://openalex.org/I138006243","https://openalex.org/I4210107262","https://openalex.org/I4210115279","https://openalex.org/I4210117424","https://openalex.org/I4387152840","https://openalex.org/I74319210"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":3.9322,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.95224072,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":"1","first_page":"479","last_page":"479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6545968055725098},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6379423141479492},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5106542706489563},{"id":"https://openalex.org/keywords/confusion-matrix","display_name":"Confusion matrix","score":0.49554264545440674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4914282560348511},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4829525351524353},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4354839324951172},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.43430712819099426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36834532022476196},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2395266890525818},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.15273302793502808},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13905978202819824}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6545968055725098},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6379423141479492},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5106542706489563},{"id":"https://openalex.org/C138602881","wikidata":"https://www.wikidata.org/wiki/Q2709591","display_name":"Confusion matrix","level":2,"score":0.49554264545440674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4914282560348511},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4829525351524353},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4354839324951172},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.43430712819099426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36834532022476196},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2395266890525818},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.15273302793502808},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13905978202819824},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005821","descriptor_name":"Genetic Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005821","descriptor_name":"Genetic Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005821","descriptor_name":"Genetic Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D046228","descriptor_name":"Microarray Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046228","descriptor_name":"Microarray Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046228","descriptor_name":"Microarray Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12859-023-05605-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05605-5","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05605-5","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:38102551","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38102551","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:repository.arizona.edu:10150/671843","is_oa":true,"landing_page_url":"http://hdl.handle.net/10150/671843","pdf_url":"https://repository.arizona.edu/bitstream/10150/671843/1/s12859-023-05605-5.pdf","source":{"id":"https://openalex.org/S4306400271","display_name":"UA Campus Repository (The University of Arizona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138006243","host_organization_name":"University of Arizona","host_organization_lineage":["https://openalex.org/I138006243"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10724960","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10724960","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10724960/pdf/12859_2023_Article_5605.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:06c4f17adba2461a869c22ab98dcbf22","is_oa":true,"landing_page_url":"https://doaj.org/article/06c4f17adba2461a869c22ab98dcbf22","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 24, Iss 1, Pp 1-26 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12859-023-05605-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-023-05605-5","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-023-05605-5","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1137229715","display_name":null,"funder_award_id":"2021/SPG/003900","funder_id":"https://openalex.org/F4320334771","funder_display_name":"Science and Engineering Research Board"}],"funders":[{"id":"https://openalex.org/F4320334771","display_name":"Science and Engineering Research Board","ror":"https://ror.org/03ffdsr55"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389783001.pdf"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W614119048","https://openalex.org/W1551136530","https://openalex.org/W2064641822","https://openalex.org/W2072077066","https://openalex.org/W2087684630","https://openalex.org/W2099688399","https://openalex.org/W2109363337","https://openalex.org/W2126050191","https://openalex.org/W2128985829","https://openalex.org/W2134389439","https://openalex.org/W2159400887","https://openalex.org/W2167689714","https://openalex.org/W2412727273","https://openalex.org/W2518045411","https://openalex.org/W2549966893","https://openalex.org/W2560547527","https://openalex.org/W2761275051","https://openalex.org/W2768371426","https://openalex.org/W2772434162","https://openalex.org/W2782978769","https://openalex.org/W2790137849","https://openalex.org/W2901312974","https://openalex.org/W2901508646","https://openalex.org/W2903461962","https://openalex.org/W2912582129","https://openalex.org/W2920795615","https://openalex.org/W2946868512","https://openalex.org/W2946896694","https://openalex.org/W2950246742","https://openalex.org/W2963953338","https://openalex.org/W2969787898","https://openalex.org/W2998067850","https://openalex.org/W3016244765","https://openalex.org/W3017794714","https://openalex.org/W3091945282","https://openalex.org/W3092076154","https://openalex.org/W3118450989","https://openalex.org/W3153887916","https://openalex.org/W3154436842","https://openalex.org/W3154890230","https://openalex.org/W3161334036","https://openalex.org/W3161493549","https://openalex.org/W3204312334","https://openalex.org/W4223531514","https://openalex.org/W4225762911","https://openalex.org/W4229379071","https://openalex.org/W4246697467","https://openalex.org/W4283798734","https://openalex.org/W4286009485","https://openalex.org/W4293213211","https://openalex.org/W4313480089","https://openalex.org/W4315754639","https://openalex.org/W4317233446","https://openalex.org/W4318204734","https://openalex.org/W4319310916","https://openalex.org/W4366579097","https://openalex.org/W4366988887","https://openalex.org/W4380357101","https://openalex.org/W4382892960","https://openalex.org/W4386615016","https://openalex.org/W4386797537"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W4388933092","https://openalex.org/W4389250251","https://openalex.org/W3195715763","https://openalex.org/W2265065644","https://openalex.org/W2415545834","https://openalex.org/W3024862996","https://openalex.org/W4285336179","https://openalex.org/W4361795583"],"abstract_inverted_index":{"Cancer":[0],"prediction":[1],"in":[2,12,142],"the":[3,68,101,123,148,151,166,209,212],"early":[4,143],"stage":[5],"is":[6,43],"a":[7,44,86,131,139,156,191],"topic":[8],"of":[9,25,55,100,103,125,133,150,169,175,202,211,254],"major":[10],"interest":[11],"medicine":[13],"since":[14],"it":[15],"allows":[16],"accurate":[17],"and":[18,74,224,243],"efficient":[19],"actions":[20],"for":[21,93,116],"successful":[22],"medical":[23],"treatments":[24],"cancer.":[26,255],"Mostly":[27],"cancer":[28,65,73,94,140,170,193,203],"datasets":[29,201],"contain":[30],"various":[31],"gene":[32,91,167,199,229,251],"expression":[33,168,200,252],"levels":[34],"as":[35,220],"features":[36,49,59],"with":[37,108,215,232,248],"less":[38],"samples,":[39],"so":[40],"firstly":[41],"there":[42],"need":[45],"to":[46,50,63,71,121,129,137,146,164,183,190,207],"eliminate":[47],"similar":[48],"permit":[51],"faster":[52],"convergence":[53],"rate":[54],"classification":[56,237,246],"algorithms.":[57],"These":[58],"(genes)":[60],"enable":[61],"us":[62],"identify":[64,184],"disease,":[66],"choose":[67,155],"best":[69],"prescription":[70],"prevent":[72],"discover":[75,130],"deviations":[76],"amid":[77],"different":[78,185,196,216],"techniques.":[79],"To":[80],"resolve":[81],"this":[82],"problem,":[83],"we":[84,97,154],"proposed":[85,213,228],"hybrid":[87],"novel":[88],"technique":[89],"CSSMO-based":[90],"selection":[92,230],"classification.":[95],"First,":[96],"made":[98],"alteration":[99],"fitness":[102],"spider":[104],"monkey":[105],"optimization":[106],"(SMO)":[107],"cuckoo":[109],"search":[110],"algorithm":[111,113],"(CSA)":[112],"viz.,":[114],"CSSMO":[115,152],"feature":[117],"selection,":[118],"which":[119,135],"helps":[120,136],"combine":[122],"benefit":[124],"both":[126],"metaheuristic":[127],"algorithms":[128],"subset":[132],"genes":[134,176],"predict":[138],"disease":[141],"stage.":[144],"Further,":[145],"enhance":[147],"accuracy":[149,238],"algorithm,":[153],"cleaning":[157],"process,":[158],"minimum":[159],"redundancy":[160],"maximum":[161],"relevance":[162],"(mRMR)":[163],"lessen":[165],"datasets.":[171],"Next,":[172],"these":[173],"subsets":[174],"are":[177],"classified":[178],"using":[179],"deep":[180],"learning":[181,245],"(DL)":[182],"groups":[186],"or":[187],"classes":[188],"related":[189],"particular":[192],"disease.":[194],"Eight":[195],"benchmark":[197],"microarray":[198],"have":[204],"been":[205],"utilized":[206],"analyze":[208],"performance":[210],"approach":[214],"evaluation":[217],"matrix":[218],"such":[219],"recall,":[221],"precision,":[222],"F1-score,":[223],"confusion":[225],"matrix.":[226],"The":[227],"method":[231],"DL":[233,242],"achieves":[234],"much":[235],"better":[236],"than":[239],"other":[240],"existing":[241],"machine":[244],"models":[247],"all":[249],"large":[250],"dataset":[253]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":21}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
