{"id":"https://openalex.org/W4390035217","doi":"https://doi.org/10.1109/tnnls.2023.3342462","title":"An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate","display_name":"An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate","publication_year":2023,"publication_date":"2023-12-20","ids":{"openalex":"https://openalex.org/W4390035217","doi":"https://doi.org/10.1109/tnnls.2023.3342462","pmid":"https://pubmed.ncbi.nlm.nih.gov/38117627"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3342462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3342462","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065832977","display_name":"Cheng\u2010Hong Yang","orcid":"https://orcid.org/0000-0002-2741-0072"},"institutions":[{"id":"https://openalex.org/I108377105","display_name":"Tainan University of Technology","ror":"https://ror.org/03967fe87","country_code":"TW","type":"education","lineage":["https://openalex.org/I108377105"]},{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]},{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Cheng-Hong Yang","raw_affiliation_strings":["Department of Information Management, Tainan University of Technology, Tainan, Taiwan","Drug Development and Value Creation Research Center and the Ph.D. Program in Biomedical Engineering, Kaohsiung Medical University, Kaohsiung, Taiwan","Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Tainan University of Technology, Tainan, Taiwan","institution_ids":["https://openalex.org/I108377105"]},{"raw_affiliation_string":"Drug Development and Value Creation Research Center and the Ph.D. Program in Biomedical Engineering, Kaohsiung Medical University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I152743029"]},{"raw_affiliation_string":"Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086352198","display_name":"Sin\u2010Hua Moi","orcid":"https://orcid.org/0000-0002-4082-1909"},"institutions":[{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sin-Hua Moi","raw_affiliation_strings":["Graduate Institute of Clinical Medicine, College of Medicine, and the Research Center for Precision Environmental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Clinical Medicine, College of Medicine, and the Research Center for Precision Environmental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I152743029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034774683","display_name":"Li\u2010Yeh Chuang","orcid":"https://orcid.org/0000-0002-9817-5102"},"institutions":[{"id":"https://openalex.org/I98298690","display_name":"I-Shou University","ror":"https://ror.org/04d7e4m76","country_code":"TW","type":"education","lineage":["https://openalex.org/I98298690"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Yeh Chuang","raw_affiliation_strings":["Department of Chemical Engineering, Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung, Taiwan","Department of Chemical Engineering and the Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I98298690"]},{"raw_affiliation_string":"Department of Chemical Engineering and the Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I98298690"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068361665","display_name":"Yu\u2010Da Lin","orcid":"https://orcid.org/0000-0001-5100-6072"},"institutions":[{"id":"https://openalex.org/I32078218","display_name":"National Penghu University of Science and Technology","ror":"https://ror.org/03fxxpd92","country_code":"TW","type":"education","lineage":["https://openalex.org/I32078218"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Da Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Penghu University of Science and Technology, Mogong City, Penghu, Taiwan","Department of Computer Science and Information Engineering, National Penghu University of Science and Technology, Mogong City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Penghu University of Science and Technology, Mogong City, Penghu, Taiwan","institution_ids":["https://openalex.org/I32078218"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Penghu University of Science and Technology, Mogong City, Taiwan","institution_ids":["https://openalex.org/I32078218"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065832977"],"corresponding_institution_ids":["https://openalex.org/I108377105","https://openalex.org/I152743029","https://openalex.org/I4387154394"],"apc_list":null,"apc_paid":null,"fwci":1.456,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83418696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"36","issue":"2","first_page":"2905","last_page":"2916"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14245","display_name":"Biomarkers in Disease Mechanisms","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14245","display_name":"Biomarkers in Disease Mechanisms","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11297","display_name":"Ferroptosis and cancer prognosis","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5513984560966492},{"id":"https://openalex.org/keywords/head-and-neck-squamous-cell-carcinoma","display_name":"Head and neck squamous-cell carcinoma","score":0.5334069728851318},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.48945796489715576},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.481130987405777},{"id":"https://openalex.org/keywords/fusion-gene","display_name":"Fusion gene","score":0.47544002532958984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45476868748664856},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.434417724609375},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4150208830833435},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.36395567655563354},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23810666799545288},{"id":"https://openalex.org/keywords/head-and-neck-cancer","display_name":"Head and neck cancer","score":0.22890356183052063},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16804876923561096},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.14213338494300842}],"concepts":[{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5513984560966492},{"id":"https://openalex.org/C2776833033","wikidata":"https://www.wikidata.org/wiki/Q1783924","display_name":"Head and neck squamous-cell carcinoma","level":4,"score":0.5334069728851318},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.48945796489715576},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.481130987405777},{"id":"https://openalex.org/C111829193","wikidata":"https://www.wikidata.org/wiki/Q1108970","display_name":"Fusion gene","level":3,"score":0.47544002532958984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45476868748664856},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.434417724609375},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4150208830833435},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.36395567655563354},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23810666799545288},{"id":"https://openalex.org/C2776530083","wikidata":"https://www.wikidata.org/wiki/Q1783924","display_name":"Head and neck cancer","level":3,"score":0.22890356183052063},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16804876923561096},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.14213338494300842}],"mesh":[{"descriptor_ui":"D000077195","descriptor_name":"Squamous Cell Carcinoma of Head and Neck","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000077195","descriptor_name":"Squamous Cell Carcinoma of Head and Neck","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000077195","descriptor_name":"Squamous Cell Carcinoma of Head and Neck","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000077195","descriptor_name":"Squamous Cell Carcinoma of Head and Neck","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000077195","descriptor_name":"Squamous Cell Carcinoma of Head and Neck","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D000077195","descriptor_name":"Squamous Cell Carcinoma of Head and Neck","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D000077195","descriptor_name":"Squamous Cell Carcinoma of Head and Neck","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D000077195","descriptor_name":"Squamous Cell Carcinoma of Head and Neck","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"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":false},{"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006258","descriptor_name":"Head and Neck Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D006258","descriptor_name":"Head and Neck Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D006258","descriptor_name":"Head and Neck Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D006258","descriptor_name":"Head and Neck Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D006258","descriptor_name":"Head and Neck Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D006258","descriptor_name":"Head and Neck Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D006258","descriptor_name":"Head and Neck Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D006258","descriptor_name":"Head and Neck Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","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":"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":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","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":2,"locations":[{"id":"doi:10.1109/tnnls.2023.3342462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3342462","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:38117627","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38117627","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":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1658725609","display_name":null,"funder_award_id":"108-2221-E-165-002-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G3942745042","display_name":null,"funder_award_id":"111-2221-E-165-002-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G5012928342","display_name":null,"funder_award_id":"112-2221-E-037-007","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G6963308632","display_name":null,"funder_award_id":"111-2221-E-214-020","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7377796845","display_name":null,"funder_award_id":"112-2221-E-346-001-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7690566671","display_name":null,"funder_award_id":"111-2221-E-346-001","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W862057651","https://openalex.org/W1498558807","https://openalex.org/W1956371911","https://openalex.org/W1965037168","https://openalex.org/W1972511274","https://openalex.org/W1989215159","https://openalex.org/W1992133876","https://openalex.org/W1995344305","https://openalex.org/W1995758506","https://openalex.org/W2001292228","https://openalex.org/W2001474458","https://openalex.org/W2014776081","https://openalex.org/W2026094606","https://openalex.org/W2053274070","https://openalex.org/W2057970370","https://openalex.org/W2079893998","https://openalex.org/W2085815370","https://openalex.org/W2087590639","https://openalex.org/W2102944868","https://openalex.org/W2148619470","https://openalex.org/W2156747925","https://openalex.org/W2157355630","https://openalex.org/W2165729498","https://openalex.org/W2167626685","https://openalex.org/W2190059975","https://openalex.org/W2275737054","https://openalex.org/W2313210232","https://openalex.org/W2325430101","https://openalex.org/W2326057587","https://openalex.org/W2475056796","https://openalex.org/W2492513888","https://openalex.org/W2504552073","https://openalex.org/W2532996183","https://openalex.org/W2559191030","https://openalex.org/W2563594254","https://openalex.org/W2564602133","https://openalex.org/W2570648330","https://openalex.org/W2574404943","https://openalex.org/W2620925856","https://openalex.org/W2766207844","https://openalex.org/W2790029186","https://openalex.org/W2799373046","https://openalex.org/W2801496238","https://openalex.org/W2808549173","https://openalex.org/W2898252381","https://openalex.org/W2919115771","https://openalex.org/W2925092419","https://openalex.org/W2945906493","https://openalex.org/W2962468907","https://openalex.org/W2993092964","https://openalex.org/W3092292243","https://openalex.org/W4211007335","https://openalex.org/W4213251304","https://openalex.org/W4214719462","https://openalex.org/W4230063602","https://openalex.org/W4323519293","https://openalex.org/W4361799767","https://openalex.org/W4368356123","https://openalex.org/W4377142636","https://openalex.org/W4377142661","https://openalex.org/W6678310694"],"related_works":["https://openalex.org/W2391738941","https://openalex.org/W1976054954","https://openalex.org/W3155313800","https://openalex.org/W3005554875","https://openalex.org/W2999717878","https://openalex.org/W2409398161","https://openalex.org/W2131250617","https://openalex.org/W4385969805","https://openalex.org/W2147060678","https://openalex.org/W2381945189"],"abstract_inverted_index":{"Next-generation":[0],"sequencing":[1],"(NGS)":[2],"genomic":[3,8,16,104],"data":[4,17,105],"offer":[5,174],"valuable":[6],"high-throughput":[7],"information":[9,43,186],"for":[10],"computational":[11,31,123,131],"applications":[12],"in":[13,141],"medicine.":[14],"Using":[15],"to":[18,22,30,51,64,85,98,116,136,197],"identify":[19,137,211],"disease-associated":[20],"genes":[21,140,195],"estimate":[23,208],"cancer":[24,154,198,205],"mortality":[25,138,150,206],"risk":[26,34,56,68,95,101,207],"remains":[27],"challenging":[28],"regarding":[29],"efficiency":[32],"and":[33,67,70,75,79,108,164],"integration.":[35],"For":[36],"determining":[37],"mortality-related":[38,212],"genes,":[39],"we":[40],"propose":[41],"an":[42],"fusion":[44,187],"system":[45,50,188],"based":[46],"on":[47],"a":[48,203],"fuzzy":[49],"fuse":[52],"the":[53,59,72,87,94,118,121,129,157,165,191],"numerous":[54],"deep-learning-based":[55],"scores,":[57],"consider":[58],"significance":[60],"of":[61,106,120,193],"features":[62],"related":[63,196],"time-varying":[65],"effects":[66],"stratifications,":[69],"interpret":[71],"directional":[73],"relationship":[74],"interaction":[76],"between":[77],"outcome":[78],"predictors.":[80],"Fuzzy":[81],"rules":[82],"were":[83,114],"implemented":[84],"integrate":[86],"considerations":[88],"mentioned":[89],"above":[90],"by":[91],"merging":[92],"all":[93],"score":[96],"models":[97],"achieve":[99],"advanced":[100],"estimation.":[102],"The":[103,125,144,184],"head":[107],"neck":[109],"squamous":[110],"cell":[111,162],"carcinoma":[112],"(HNSCC)":[113],"used":[115],"evaluate":[117],"performance":[119],"proposed":[122,130,185],"approach.":[124],"results":[126,145],"indicated":[127],"that":[128,148,209],"approach":[132],"exhibited":[133],"optimal":[134],"ability":[135],"risk-related":[139],"HNSCC":[142,149,178],"patients.":[143],"also":[146],"suggest":[147],"is":[151],"associated":[152],"with":[153],"inflammatory":[155],"response,":[156],"interleukin-17A":[158],"signaling":[159,170],"pathway,":[160,171],"stellate":[161],"activation,":[163],"extracellular-regulated":[166],"protein":[167],"kinase":[168],"five":[169],"which":[172],"might":[173],"new":[175],"therapeutic":[176],"targets":[177],"through":[179],"immunologic":[180],"or":[181],"antiangiogenic":[182],"mechanisms.":[183],"can":[189,210],"promote":[190],"determination":[192],"high-risk":[194],"mortality.":[199],"This":[200],"study":[201],"contributes":[202],"valid":[204],"genes.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}