{"id":"https://openalex.org/W4394863076","doi":"https://doi.org/10.26599/bdma.2024.9020012","title":"A Disentangled Representation-Based Multimodal Fusion Framework Integrating Pathomics and Radiomics for KRAS Mutation Detection in Colorectal Cancer","display_name":"A Disentangled Representation-Based Multimodal Fusion Framework Integrating Pathomics and Radiomics for KRAS Mutation Detection in Colorectal Cancer","publication_year":2024,"publication_date":"2024-04-16","ids":{"openalex":"https://openalex.org/W4394863076","doi":"https://doi.org/10.26599/bdma.2024.9020012"},"language":"en","primary_location":{"id":"doi:10.26599/bdma.2024.9020012","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020012","pdf_url":"https://ieeexplore.ieee.org/ielx7/8254253/10452165/10502366.pdf","source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ieeexplore.ieee.org/ielx7/8254253/10452165/10502366.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072992553","display_name":"Zhilong Lv","orcid":"https://orcid.org/0000-0002-0708-8880"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhilong Lv","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University,Xi'an,China,710071"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University,Xi'an,China,710071","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010620212","display_name":"Rui Yan","orcid":"https://orcid.org/0000-0002-5052-4377"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Yan","raw_affiliation_strings":["School of Biomedical Engineering, University of Science and Technology of China,Hefei,China,230026","School of Biomedical Engineering, University of Science and Technology of China, Hefei 230026, China"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, University of Science and Technology of China,Hefei,China,230026","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Biomedical Engineering, University of Science and Technology of China, Hefei 230026, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063811752","display_name":"Yuexiao Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I2800232565","display_name":"Beijing Chao-Yang Hospital","ror":"https://ror.org/01eff5662","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2800232565","https://openalex.org/I4210110145","https://openalex.org/I4210135108"]},{"id":"https://openalex.org/I4210164898","display_name":"Beijing Chaoyang Emergency Medical Center","ror":"https://ror.org/05anb7a53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164898"]},{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuexiao Lin","raw_affiliation_strings":["Capital Medical University,Beijing Chaoyang Hospital,Department of General Surgery,Beijing,China,100020","Department of General Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing 100020, China"],"affiliations":[{"raw_affiliation_string":"Capital Medical University,Beijing Chaoyang Hospital,Department of General Surgery,Beijing,China,100020","institution_ids":["https://openalex.org/I2800232565","https://openalex.org/I4210164898"]},{"raw_affiliation_string":"Department of General Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing 100020, China","institution_ids":["https://openalex.org/I2800232565","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060109811","display_name":"Lin Gao","orcid":"https://orcid.org/0000-0001-6396-0787"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Gao","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University,Xi'an,China,710071"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University,Xi'an,China,710071","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731978","display_name":"Fa Zhang","orcid":"https://orcid.org/0000-0002-2081-9369"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fa Zhang","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology,Beijing,China,100081","School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology,Beijing,China,100081","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100628919","display_name":"Ying Wang","orcid":"https://orcid.org/0000-0001-8745-0140"},"institutions":[{"id":"https://openalex.org/I4210164898","display_name":"Beijing Chaoyang Emergency Medical Center","ror":"https://ror.org/05anb7a53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164898"]},{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I2800232565","display_name":"Beijing Chao-Yang Hospital","ror":"https://ror.org/01eff5662","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2800232565","https://openalex.org/I4210110145","https://openalex.org/I4210135108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Wang","raw_affiliation_strings":["Capital Medical University,Beijing Chaoyang Hospital,Department of Pathology,Beijing,China,100020","Department of Pathology, Beijing Chaoyang Hospital, Capital Medical University, Beijing 100020, China"],"affiliations":[{"raw_affiliation_string":"Capital Medical University,Beijing Chaoyang Hospital,Department of Pathology,Beijing,China,100020","institution_ids":["https://openalex.org/I2800232565","https://openalex.org/I4210164898"]},{"raw_affiliation_string":"Department of Pathology, Beijing Chaoyang Hospital, Capital Medical University, Beijing 100020, China","institution_ids":["https://openalex.org/I2800232565","https://openalex.org/I183519381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072992553"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":3.9089,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93610344,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"7","issue":"3","first_page":"590","last_page":"602"},"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":0.9994999766349792,"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":0.9994999766349792,"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/T11067","display_name":"Colorectal Cancer Treatments and Studies","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/kras","display_name":"KRAS","score":0.8361907005310059},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.6329032182693481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6179627776145935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5725979208946228},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4833545386791229},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4351261854171753},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.41831234097480774},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24485060572624207},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.23992174863815308},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08843857049942017}],"concepts":[{"id":"https://openalex.org/C2781187634","wikidata":"https://www.wikidata.org/wiki/Q20969980","display_name":"KRAS","level":4,"score":0.8361907005310059},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.6329032182693481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6179627776145935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5725979208946228},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4833545386791229},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4351261854171753},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.41831234097480774},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24485060572624207},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.23992174863815308},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08843857049942017}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.26599/bdma.2024.9020012","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020012","pdf_url":"https://ieeexplore.ieee.org/ielx7/8254253/10452165/10502366.pdf","source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e5318c9013be456dab7a3a654e626975","is_oa":true,"landing_page_url":"https://doaj.org/article/e5318c9013be456dab7a3a654e626975","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data Mining and Analytics, Vol 7, Iss 3, Pp 590-602 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.26599/bdma.2024.9020012","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020012","pdf_url":"https://ieeexplore.ieee.org/ielx7/8254253/10452165/10502366.pdf","source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1045301406","display_name":null,"funder_award_id":"62072441","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1075678864","display_name":null,"funder_award_id":"32241027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1100817172","display_name":null,"funder_award_id":"619320","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2597775472","display_name":null,"funder_award_id":"21013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G268992786","display_name":null,"funder_award_id":"U22A2037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2734538976","display_name":null,"funder_award_id":"62132015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3967516213","display_name":null,"funder_award_id":"61932018,32241027,62072441,62272326,62132015,U22A2037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4573183434","display_name":null,"funder_award_id":"62272326","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5060112414","display_name":null,"funder_award_id":"PX2021013","funder_id":"https://openalex.org/F4320325911","funder_display_name":"Beijing Municipal Administration of Hospitals"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7602616423","display_name":null,"funder_award_id":"61932018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8050651220","display_name":null,"funder_award_id":"202101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8246171347","display_name":null,"funder_award_id":"2021013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325911","display_name":"Beijing Municipal Administration of Hospitals","ror":"https://ror.org/04baakq55"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394863076.pdf","grobid_xml":"https://content.openalex.org/works/W4394863076.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W14234604","https://openalex.org/W283432776","https://openalex.org/W1408737897","https://openalex.org/W1975476791","https://openalex.org/W1990519701","https://openalex.org/W2075158341","https://openalex.org/W2130055251","https://openalex.org/W2133093811","https://openalex.org/W2135184154","https://openalex.org/W2158289038","https://openalex.org/W2163922914","https://openalex.org/W2194775991","https://openalex.org/W2753385986","https://openalex.org/W2760946358","https://openalex.org/W2767128594","https://openalex.org/W2782896508","https://openalex.org/W2914568698","https://openalex.org/W2954083053","https://openalex.org/W2963521239","https://openalex.org/W2964010806","https://openalex.org/W2964346351","https://openalex.org/W2998789541","https://openalex.org/W3002149807","https://openalex.org/W3030421963","https://openalex.org/W3039075121","https://openalex.org/W3090449556","https://openalex.org/W3093051361","https://openalex.org/W3094897602","https://openalex.org/W3095520330","https://openalex.org/W3100993589","https://openalex.org/W3128646645","https://openalex.org/W3165404549","https://openalex.org/W3201366746","https://openalex.org/W3210186410","https://openalex.org/W4225136345","https://openalex.org/W4237723258","https://openalex.org/W4285820275","https://openalex.org/W4287812705","https://openalex.org/W4304092664","https://openalex.org/W4307843508","https://openalex.org/W4385245566","https://openalex.org/W4386303561","https://openalex.org/W6600594793","https://openalex.org/W6631216910","https://openalex.org/W6719057275","https://openalex.org/W6752083267","https://openalex.org/W6756663807","https://openalex.org/W6776700526","https://openalex.org/W6784333009","https://openalex.org/W6801941183"],"related_works":["https://openalex.org/W3030972949","https://openalex.org/W4283712951","https://openalex.org/W4229832877","https://openalex.org/W4306404900","https://openalex.org/W3111812619","https://openalex.org/W4248366929","https://openalex.org/W2590035663","https://openalex.org/W4200211768","https://openalex.org/W4394890326","https://openalex.org/W1991898744"],"abstract_inverted_index":{"Kirsten":[0],"rat":[1],"sarcoma":[2],"viral":[3],"oncogene":[4],"homolog":[5],"(namely":[6],"KRAS)":[7],"is":[8,164],"a":[9,76,106,152,169],"key":[10],"biomarker":[11],"for":[12,87,147,206],"prognostic":[13],"analysis":[14],"and":[15,64,84,114,130,150,166,182,201],"targeted":[16,115],"therapy":[17],"of":[18,24,35,66,96,155,173,191,199,204],"colorectal":[19,175],"cancer.":[20],"Recently,":[21],"the":[22,33,92,100,119,125,131,137,156,189,192],"advancement":[23],"machine":[25],"learning,":[26,29],"especially":[27],"deep":[28,133],"has":[30],"greatly":[31],"promoted":[32],"development":[34],"KRAS":[36,88,207],"mutation":[37,89,208],"detection":[38],"from":[39],"tumor":[40],"phenotype":[41],"data,":[42],"such":[43],"as":[44],"pathology":[45],"slides":[46],"or":[47],"radiology":[48],"images.":[49],"However,":[50],"there":[51],"are":[52],"still":[53],"two":[54,157],"major":[55],"problems":[56],"in":[57],"existing":[58],"studies:":[59],"inadequate":[60],"single-modal":[61],"feature":[62,69],"learning":[63,102,121],"lack":[65],"multimodal":[67,140],"phenotypic":[68,159],"fusion.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74],"propose":[75],"Disentangled":[77],"Representation-based":[78],"Multimodal":[79],"Fusion":[80],"framework":[81],"integrating":[82],"Pathomics":[83],"Radiomics":[85],"(DRMF-PaRa)":[86],"detection.":[90,209],"Specifically,":[91],"DRMF-PaRa":[93,194],"model":[94,109,163,195],"consists":[95],"three":[97],"parts:":[98],"(1)":[99],"pathomics":[101],"module,":[103,122,142],"which":[104,123,143],"introduces":[105],"tissue-guided":[107],"Transformer":[108],"to":[110],"extract":[111],"more":[112],"comprehensive":[113],"pathological":[116],"features;":[117,135],"(2)":[118],"radiomics":[120,128,134],"captures":[124],"generic":[126],"hand-crafted":[127],"features":[129],"task-specific":[132],"(3)":[136],"disentangled":[138],"representation-based":[139],"fusion":[141],"learns":[144],"factorized":[145],"subspaces":[146],"each":[148],"modality":[149,171],"provides":[151],"holistic":[153],"view":[154],"heterogeneous":[158],"features.":[160],"The":[161,185],"proposed":[162,193],"developed":[165],"evaluated":[167],"on":[168],"multi":[170],"dataset":[172],"111":[174],"cancer":[176],"patients":[177],"with":[178,196],"whole":[179],"slide":[180],"images":[181],"contrast-enhanced":[183],"CT.":[184],"experimental":[186],"results":[187],"demonstrate":[188],"superiority":[190],"an":[197,202],"accuracy":[198],"0.876":[200],"AUC":[203],"0.865":[205]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}