{"id":"https://openalex.org/W4402979099","doi":"https://doi.org/10.1109/jbhi.2024.3471194","title":"SAMA: A Self-and-Mutual Attention Network for Accurate Recurrence Prediction of Non-Small Cell Lung Cancer Using Genetic and CT Data","display_name":"SAMA: A Self-and-Mutual Attention Network for Accurate Recurrence Prediction of Non-Small Cell Lung Cancer Using Genetic and CT Data","publication_year":2024,"publication_date":"2024-09-30","ids":{"openalex":"https://openalex.org/W4402979099","doi":"https://doi.org/10.1109/jbhi.2024.3471194","pmid":"https://pubmed.ncbi.nlm.nih.gov/39348246"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3471194","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3471194","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","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/A5014746276","display_name":"Yang Ai","orcid":"https://orcid.org/0009-0006-0157-4980"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yang Ai","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Osaka, Japan","College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan"],"raw_orcid":"https://orcid.org/0009-0006-0157-4980","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Osaka, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375073","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0002-9031-6433"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9031-6433","affiliations":[{"raw_affiliation_string":"Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010150695","display_name":"Yinhao Li","orcid":"https://orcid.org/0000-0002-8924-5279"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yinhao Li","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Osaka, Japan","College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan"],"raw_orcid":"https://orcid.org/0000-0002-8924-5279","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Osaka, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026249395","display_name":"Fang Wang","orcid":"https://orcid.org/0000-0001-8979-1520"},"institutions":[{"id":"https://openalex.org/I1318643470","display_name":"Union Hospital","ror":"https://ror.org/01j7r2734","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1318643470"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Wang","raw_affiliation_strings":["Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China","Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-8979-1520","affiliations":[{"raw_affiliation_string":"Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I1318643470","https://openalex.org/I47720641"]},{"raw_affiliation_string":"Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I1318643470","https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060673506","display_name":"Xiuju Du","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuju Du","raw_affiliation_strings":["Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7132-8527","affiliations":[{"raw_affiliation_string":"Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089542345","display_name":"Rahul Kumar Jain","orcid":"https://orcid.org/0000-0002-0768-2193"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Rahul Kumar Jain","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Osaka, Japan","College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan"],"raw_orcid":"https://orcid.org/0000-0002-0768-2193","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Osaka, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090814258","display_name":"Lanfen Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanfen Lin","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4098-588X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044216245","display_name":"Yen\u2010Wei Chen","orcid":"https://orcid.org/0000-0002-5952-0188"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yen-Wei Chen","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Osaka, Japan","College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5952-0188","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Osaka, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5014746276"],"corresponding_institution_ids":["https://openalex.org/I135768898"],"apc_list":null,"apc_paid":null,"fwci":5.3628,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96187295,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"29","issue":"5","first_page":"3220","last_page":"3233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9793000221252441,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9793000221252441,"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"}},{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9398999810218811,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.547808051109314},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.5082706809043884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4967861771583557},{"id":"https://openalex.org/keywords/genetic-network","display_name":"Genetic network","score":0.4959135949611664},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3604980707168579},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34613436460494995},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26512783765792847},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.2099335491657257},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1827453374862671},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.14719325304031372},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.14639082551002502}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.547808051109314},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5082706809043884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4967861771583557},{"id":"https://openalex.org/C2986044853","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Genetic network","level":3,"score":0.4959135949611664},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3604980707168579},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34613436460494995},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26512783765792847},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.2099335491657257},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1827453374862671},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.14719325304031372},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.14639082551002502}],"mesh":[{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D002289","descriptor_name":"Carcinoma, Non-Small-Cell Lung","qualifier_ui":"Q000235","qualifier_name":"genetics","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":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009364","descriptor_name":"Neoplasm Recurrence, Local","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3471194","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3471194","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:39348246","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39348246","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G485387207","display_name":null,"funder_award_id":"20KK0234","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G5247219960","display_name":null,"funder_award_id":"82071988","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6613836800","display_name":null,"funder_award_id":"20K21821","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G899037409","display_name":null,"funder_award_id":"21H03470","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320320912","display_name":"Ministry of Education, Culture, Sports, Science and Technology","ror":"https://ror.org/048rj2z13"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W2044465660","https://openalex.org/W2056472112","https://openalex.org/W2097647914","https://openalex.org/W2150666871","https://openalex.org/W2184779060","https://openalex.org/W2194775991","https://openalex.org/W2236433007","https://openalex.org/W2763355946","https://openalex.org/W2784371446","https://openalex.org/W2806419994","https://openalex.org/W2896246551","https://openalex.org/W2912424795","https://openalex.org/W2928982667","https://openalex.org/W2963446712","https://openalex.org/W2991012333","https://openalex.org/W2996092187","https://openalex.org/W2998732610","https://openalex.org/W3020996329","https://openalex.org/W3026588824","https://openalex.org/W3033741287","https://openalex.org/W3034908043","https://openalex.org/W3108601100","https://openalex.org/W3126120061","https://openalex.org/W3131949569","https://openalex.org/W3155388144","https://openalex.org/W3166591035","https://openalex.org/W3170056597","https://openalex.org/W3204958849","https://openalex.org/W3205076722","https://openalex.org/W3206915478","https://openalex.org/W3214051991","https://openalex.org/W3215159356","https://openalex.org/W4200535752","https://openalex.org/W4220792759","https://openalex.org/W4280561352","https://openalex.org/W4281707594","https://openalex.org/W4289752563","https://openalex.org/W4295423249","https://openalex.org/W4307356708","https://openalex.org/W4313477771","https://openalex.org/W4319600721","https://openalex.org/W4319663181","https://openalex.org/W4321165881","https://openalex.org/W4361802136","https://openalex.org/W4362473272","https://openalex.org/W4362474853","https://openalex.org/W4362498934","https://openalex.org/W4379279742","https://openalex.org/W4380980908","https://openalex.org/W4382203402","https://openalex.org/W4382372240","https://openalex.org/W4383219083","https://openalex.org/W4385245566","https://openalex.org/W4386010105","https://openalex.org/W4388726843","https://openalex.org/W4388792362","https://openalex.org/W4390061288","https://openalex.org/W4390769679","https://openalex.org/W4391044682","https://openalex.org/W4393573663","https://openalex.org/W6738897456"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Accurate":[0],"preoperative":[1],"recurrence":[2,70,103],"prediction":[3],"for":[4,100,164],"non-small":[5],"cell":[6],"lung":[7],"cancer":[8],"(NSCLC)":[9],"is":[10],"a":[11,78,116],"challenging":[12],"issue":[13],"in":[14,60],"the":[15,44,54,66,82,124,130,141,154,160],"medical":[16],"field.":[17],"Existing":[18],"studies":[19],"primarily":[20],"conduct":[21],"image":[22],"and":[23,34,41,52,64,91,96,110,132,145,153,180,193],"molecular":[24],"analyses":[25],"independently":[26],"or":[27],"directly":[28],"fuse":[29,90],"multimodal":[30],"information":[31,48],"through":[32],"radiomics":[33],"genomics,":[35],"which":[36],"fail":[37],"to":[38,88,197],"fully":[39],"exploit":[40],"effectively":[42],"utilize":[43,92],"highly":[45],"heterogeneous":[46,150],"cross-modal":[47],"at":[49],"different":[50],"levels":[51],"model":[53],"complex":[55],"relationships":[56],"between":[57],"modalities,":[58],"resulting":[59],"poor":[61],"fusion":[62,135],"performance":[63,192],"becoming":[65],"bottleneck":[67],"of":[68],"precise":[69,101,165],"prediction.":[71,166],"To":[72],"address":[73],"these":[74],"limitations,":[75],"we":[76,114],"propose":[77],"novel":[79],"unified":[80],"framework,":[81],"Self-and-Mutual":[83,117],"Attention":[84,118],"(SAMA)":[85],"Network,":[86],"designed":[87],"efficiently":[89],"macroscopic":[93],"CT":[94],"images":[95],"microscopic":[97],"gene":[98,111],"data":[99],"NSCLC":[102],"prediction,":[104],"integrating":[105],"handcrafted":[106],"features,":[107,109,143],"deep":[108],"features.":[112],"Specifically,":[113],"design":[115],"Module":[119],"that":[120,187],"performs":[121],"three-stage":[122],"fusion:":[123],"self-enhancement":[125],"stage":[126,158],"enhances":[127],"modality-specific":[128],"features;":[129],"gene-guided":[131],"CT-guided":[133],"cross-modality":[134],"stages":[136],"perform":[137],"bidirectional":[138],"cross-guidance":[139],"on":[140,169],"self-enhanced":[142],"complementing":[144],"refining":[146],"each":[147],"modality,":[148],"enhancing":[149],"feature":[151,156],"expression;":[152],"optimized":[155],"aggregation":[157],"ensures":[159],"refined":[161],"interactive":[162],"features":[163],"Extensive":[167],"experiments":[168],"both":[170],"publicly":[171],"available":[172],"datasets":[173],"from":[174],"The":[175,181],"Cancer":[176,182],"Imaging":[177],"Archive":[178],"(TCIA)":[179],"Genome":[183],"Atlas":[184],"(TCGA)":[185],"demonstrate":[186],"our":[188],"method":[189],"achieves":[190],"state-of-the-art":[191],"exhibits":[194],"broad":[195],"applicability":[196],"various":[198],"cancers.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}