{"id":"https://openalex.org/W4409143584","doi":"https://doi.org/10.1093/bib/bbaf115","title":"DOMSCNet: a deep learning model for the classification of stomach cancer using multi-layer omics data","display_name":"DOMSCNet: a deep learning model for the classification of stomach cancer using multi-layer omics data","publication_year":2025,"publication_date":"2025-03-01","ids":{"openalex":"https://openalex.org/W4409143584","doi":"https://doi.org/10.1093/bib/bbaf115","pmid":"https://pubmed.ncbi.nlm.nih.gov/40178281"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbaf115","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf115","pdf_url":null,"source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1093/bib/bbaf115","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031523954","display_name":"Kasmika Borah","orcid":"https://orcid.org/0009-0005-0818-4419"},"institutions":[{"id":"https://openalex.org/I4210102512","display_name":"Cotton University","ror":"https://ror.org/019ehh677","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210102512"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kasmika Borah","raw_affiliation_strings":["Department of Computer Science and Information Technology, Cotton University, Hem Baruah Rd, Panbazar , Guwahati, Kamrup Metropolitan district, Assam 781001 ,"],"raw_orcid":"https://orcid.org/0009-0005-0818-4419","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Cotton University, Hem Baruah Rd, Panbazar , Guwahati, Kamrup Metropolitan district, Assam 781001 ,","institution_ids":["https://openalex.org/I4210102512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001028351","display_name":"Himanish Shekhar Das","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102512","display_name":"Cotton University","ror":"https://ror.org/019ehh677","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210102512"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himanish Shekhar Das","raw_affiliation_strings":["Department of Computer Science and Information Technology, Cotton University, Hem Baruah Rd, Panbazar , Guwahati, Kamrup Metropolitan district, Assam 781001 ,"],"raw_orcid":"https://orcid.org/0000-0003-4112-5566","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Cotton University, Hem Baruah Rd, Panbazar , Guwahati, Kamrup Metropolitan district, Assam 781001 ,","institution_ids":["https://openalex.org/I4210102512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073627299","display_name":"Ram Kaji Budhathoki","orcid":"https://orcid.org/0000-0002-7716-9897"},"institutions":[{"id":"https://openalex.org/I47881588","display_name":"Kathmandu University","ror":"https://ror.org/036xnae80","country_code":"NP","type":"education","lineage":["https://openalex.org/I47881588"]}],"countries":["NP"],"is_corresponding":false,"raw_author_name":"Ram Kaji Budhathoki","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, School of Engineering, Kathmandu University , Kavrepalanchok district, Dhulikhel 45200 ,"],"raw_orcid":"https://orcid.org/0000-0002-7716-9897","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, School of Engineering, Kathmandu University , Kavrepalanchok district, Dhulikhel 45200 ,","institution_ids":["https://openalex.org/I47881588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014562556","display_name":"Khursheed Aurangzeb","orcid":"https://orcid.org/0000-0003-3647-8578"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Khursheed Aurangzeb","raw_affiliation_strings":["Department of Computer Engineering, College of Computer and Information Sciences, King Saud University , P. O. Box 51178, Riyadh district, 11543 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer and Information Sciences, King Saud University , P. O. Box 51178, Riyadh district, 11543 ,","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033317672","display_name":"Saurav Mallik","orcid":"https://orcid.org/0000-0003-4107-6784"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saurav Mallik","raw_affiliation_strings":["Department of Environmental Health, Harvard T. H. Chan School of Public Health , 665 Huntington Avenue, Boston, MA 02115 ,","Department of Pharmacology & Toxicology, University of Arizona , 1295 N Martin Ave, Pima district, Tucson, AZ 85721 ,"],"raw_orcid":"https://orcid.org/0000-0003-4107-6784","affiliations":[{"raw_affiliation_string":"Department of Environmental Health, Harvard T. H. Chan School of Public Health , 665 Huntington Avenue, Boston, MA 02115 ,","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Pharmacology & Toxicology, University of Arizona , 1295 N Martin Ave, Pima district, Tucson, AZ 85721 ,","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031523954"],"corresponding_institution_ids":["https://openalex.org/I4210102512"],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":{"value":4011,"currency":"USD","value_usd":4011},"fwci":4.2681,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94021756,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"26","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9965999722480774,"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":0.9965999722480774,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9890000224113464,"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":0.98580002784729,"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/computer-science","display_name":"Computer science","score":0.6969963312149048},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5791882276535034},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5362180471420288},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5276697278022766},{"id":"https://openalex.org/keywords/omics","display_name":"Omics","score":0.5136625170707703},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48539599776268005},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.477181077003479},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.24121922254562378},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09702321887016296}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6969963312149048},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5791882276535034},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5362180471420288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5276697278022766},{"id":"https://openalex.org/C157585117","wikidata":"https://www.wikidata.org/wiki/Q158666","display_name":"Omics","level":2,"score":0.5136625170707703},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48539599776268005},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.477181077003479},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.24121922254562378},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09702321887016296},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bib/bbaf115","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf115","pdf_url":null,"source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40178281","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40178281","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":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11966610","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11966610","pdf_url":null,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brief Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbaf115","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf115","pdf_url":null,"source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1700449338","https://openalex.org/W1980688822","https://openalex.org/W1987750771","https://openalex.org/W2064675550","https://openalex.org/W2098318489","https://openalex.org/W2135046866","https://openalex.org/W2146512944","https://openalex.org/W2154053567","https://openalex.org/W2157331557","https://openalex.org/W2569489387","https://openalex.org/W2737578400","https://openalex.org/W2738886992","https://openalex.org/W2806828122","https://openalex.org/W2885849110","https://openalex.org/W2888944348","https://openalex.org/W2916294393","https://openalex.org/W2927027947","https://openalex.org/W2946657092","https://openalex.org/W2953073515","https://openalex.org/W2990500937","https://openalex.org/W3001237656","https://openalex.org/W3017432663","https://openalex.org/W3028304854","https://openalex.org/W3033366394","https://openalex.org/W3080469858","https://openalex.org/W3083903534","https://openalex.org/W3091976937","https://openalex.org/W3157158521","https://openalex.org/W3176308329","https://openalex.org/W3180571536","https://openalex.org/W3182816087","https://openalex.org/W4205473803","https://openalex.org/W4214618644","https://openalex.org/W4220724334","https://openalex.org/W4225116051","https://openalex.org/W4226203208","https://openalex.org/W4284889356","https://openalex.org/W4294975184","https://openalex.org/W4296416785","https://openalex.org/W4300430800","https://openalex.org/W4304891459","https://openalex.org/W4312114911","https://openalex.org/W4312220681","https://openalex.org/W4367319714","https://openalex.org/W4372342937","https://openalex.org/W4378783789","https://openalex.org/W4386477729","https://openalex.org/W4387098491","https://openalex.org/W4389783001","https://openalex.org/W4389887024","https://openalex.org/W4391841383","https://openalex.org/W4391969986","https://openalex.org/W4391974617","https://openalex.org/W4393224532","https://openalex.org/W4395661563","https://openalex.org/W4395954533","https://openalex.org/W4396888913","https://openalex.org/W4399198978","https://openalex.org/W4399808796","https://openalex.org/W4401412286","https://openalex.org/W4401708237","https://openalex.org/W4402223484","https://openalex.org/W4403901513","https://openalex.org/W6683258052","https://openalex.org/W6753822070","https://openalex.org/W6843385328"],"related_works":["https://openalex.org/W177137871","https://openalex.org/W4292302930","https://openalex.org/W4386960635","https://openalex.org/W2594649246","https://openalex.org/W2770593030","https://openalex.org/W2924366642","https://openalex.org/W3184567430","https://openalex.org/W4286491824","https://openalex.org/W2955498781","https://openalex.org/W4399390205"],"abstract_inverted_index":{"The":[0,136],"rapid":[1],"advancement":[2],"of":[3,12,81,96,152],"next-generation":[4],"sequencing":[5],"(NGS)":[6],"technology":[7],"and":[8,32,39,85,187],"the":[9,27,47,93,150,153,156,169,190],"expanding":[10],"availability":[11],"NGS":[13,41,48],"datasets":[14,186],"have":[15,62],"led":[16],"to":[17,33,87,111,132],"a":[18,105,123],"significant":[19],"surge":[20],"in":[21,76],"biomedical":[22],"research.":[23],"To":[24,99,148],"better":[25],"understand":[26],"molecular":[28],"processes,":[29],"underlying":[30],"cancer":[31,66,82],"support":[34],"its":[35],"development,":[36],"diagnosis,":[37],"prediction,":[38],"therapy;":[40],"data":[42,68,84],"analysis":[43],"is":[44,53],"crucial.":[45],"However,":[46,70],"multi-layer":[49,116,145,184],"omics":[50,67,83,117,146,185],"high-dimensional":[51],"dataset":[52],"highly":[54],"complex.":[55],"In":[56],"recent":[57],"times,":[58],"some":[59],"computational":[60],"methods":[61,73],"been":[63],"developed":[64],"for":[65,78,92,142],"interpretation.":[69],"various":[71],"existing":[72,195],"face":[74],"challenges":[75],"accounting":[77],"diverse":[79],"types":[80],"struggle":[86],"effectively":[88],"extract":[89],"informative":[90],"features":[91,114],"integrated":[94],"identification":[95],"core":[97],"units.":[98],"address":[100],"these":[101],"challenges,":[102],"we":[103],"proposed":[104,137,157,191,200],"hybrid":[106,125],"feature":[107],"selection":[108],"(HFS)":[109],"technique":[110,176],"detect":[112],"optimal":[113],"from":[115],"datasets.":[118,147,164],"Subsequently,":[119],"this":[120],"study":[121],"proposes":[122],"novel":[124],"deep":[126],"recurrent":[127],"neural":[128],"network-based":[129],"model":[130,138,158,193],"DOMSCNet":[131,154,192],"classify":[133],"stomach":[134],"cancer.":[135],"was":[139,159],"made":[140],"generic":[141],"all":[143,178],"four":[144,183],"observe":[149],"robustness":[151],"model,":[155],"validated":[160,188],"with":[161,198],"eight":[162],"external":[163],"Experimental":[165],"results":[166],"showed":[167],"that":[168],"SelectKBest-maximum":[170],"relevancy":[171],"minimum":[172],"redundancy-Boruta":[173],"(SMB),":[174],"HFS":[175,180],"outperformed":[177],"other":[179,199],"techniques.":[181],"Across":[182],"datasets,":[189],"outdid":[194],"classifiers":[196],"along":[197],"classifiers.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-04T07:04:00.330322","created_date":"2025-10-10T00:00:00"}