{"id":"https://openalex.org/W4392902657","doi":"https://doi.org/10.1109/icassp48485.2024.10447524","title":"Multimodal Survival Ensemble Network: Integrating Genomic and Histopathological Insights for Enhanced Cancer Prognosis","display_name":"Multimodal Survival Ensemble Network: Integrating Genomic and Histopathological Insights for Enhanced Cancer Prognosis","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392902657","doi":"https://doi.org/10.1109/icassp48485.2024.10447524"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10447524","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10447524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5102120883","display_name":"Chenyi Zhou","orcid":"https://orcid.org/0009-0008-5359-8196"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyi Zhou","raw_affiliation_strings":["Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079645263","display_name":"Hualiang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hualiang Wang","raw_affiliation_strings":["The Hong Kong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427643","display_name":"Xiaomeng Li","orcid":"https://orcid.org/0000-0003-1105-8083"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaomeng Li","raw_affiliation_strings":["The Hong Kong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101695253","display_name":"Wanlu Liu","orcid":"https://orcid.org/0000-0001-5963-2908"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanlu Liu","raw_affiliation_strings":["Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024343415","display_name":"Zuozhu Liu","orcid":"https://orcid.org/0000-0002-7816-502X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuozhu Liu","raw_affiliation_strings":["Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7112,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65873637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"30","issue":null,"first_page":"2330","last_page":"2334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9961000084877014,"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9897000193595886,"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/computer-science","display_name":"Computer science","score":0.655206561088562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5735788345336914},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46452510356903076},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.45457667112350464},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4470856785774231},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43821579217910767},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42913147807121277},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.41933584213256836},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16341832280158997},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07919690012931824}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.655206561088562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5735788345336914},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46452510356903076},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.45457667112350464},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4470856785774231},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43821579217910767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42913147807121277},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.41933584213256836},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16341832280158997},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07919690012931824},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp48485.2024.10447524","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10447524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-137164","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-137164","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1987012261","https://openalex.org/W2108598243","https://openalex.org/W2110119381","https://openalex.org/W2129925362","https://openalex.org/W2130410032","https://openalex.org/W2137960802","https://openalex.org/W2154318594","https://openalex.org/W2302255633","https://openalex.org/W2366536035","https://openalex.org/W2892047621","https://openalex.org/W2963246719","https://openalex.org/W2963454111","https://openalex.org/W2967444033","https://openalex.org/W2996092187","https://openalex.org/W3011132328","https://openalex.org/W3021717099","https://openalex.org/W3031256816","https://openalex.org/W3083699157","https://openalex.org/W3203898052","https://openalex.org/W4206042814","https://openalex.org/W4291021272","https://openalex.org/W4293241248","https://openalex.org/W4312468136","https://openalex.org/W6683033130","https://openalex.org/W6739879593","https://openalex.org/W6747701563"],"related_works":["https://openalex.org/W4380075502","https://openalex.org/W4376643315","https://openalex.org/W4324137541","https://openalex.org/W2900445707","https://openalex.org/W3124943098","https://openalex.org/W4308112567","https://openalex.org/W3162132941","https://openalex.org/W4285741730","https://openalex.org/W1191482210","https://openalex.org/W4285046548"],"abstract_inverted_index":{"Cancer\u2019s":[0],"inherent":[1],"heterogeneity":[2,70],"demands":[3],"a":[4,48,103],"multimodal":[5,30],"approach":[6],"to":[7,90],"provide":[8],"an":[9],"accurate":[10],"prognosis,":[11],"taking":[12],"into":[13],"account":[14],"histological,":[15],"clinical,":[16],"and":[17,60],"genomic":[18,58,73],"data.":[19],"As":[20],"the":[21,42,54,69],"field":[22],"of":[23,57,83],"artificial":[24],"intelligence":[25],"evolves":[26],"with":[27],"advancements":[28],"in":[29,34,86,106],"learning,":[31],"its":[32],"role":[33],"survival":[35],"analysis":[36],"becomes":[37],"increasingly":[38],"critical.":[39],"We":[40],"introduce":[41],"Multimodal":[43],"Survival":[44],"Ensemble":[45],"Network":[46],"(MSEN),":[47],"novel":[49],"weakly-supervised":[50],"framework":[51],"designed":[52],"for":[53],"seamless":[55],"integration":[56],"data":[59],"histopathological":[61,87],"images.":[62],"Not":[63],"only":[64],"does":[65],"our":[66],"method":[67],"preserve":[68],"among":[71],"different":[72],"modalities":[74],"during":[75],"integration,":[76],"but":[77],"it":[78],"also":[79],"ensures":[80],"superior":[81,100],"retention":[82],"spatial":[84],"information":[85],"images":[88],"compared":[89],"traditional":[91],"techniques.":[92],"Rigorous":[93],"evaluations":[94],"across":[95],"five":[96],"datasets":[97],"highlight":[98],"MSEN\u2019s":[99],"performance,":[101],"marking":[102],"progressive":[104],"step":[105],"cancer":[107],"prognosis.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}