{"id":"https://openalex.org/W4408684058","doi":"https://doi.org/10.1016/j.bspc.2026.110798","title":"MMLNB: Multi-Modal Learning for Neuroblastoma subtyping classification assisted with textual description generation","display_name":"MMLNB: Multi-Modal Learning for Neuroblastoma subtyping classification assisted with textual description generation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408684058","doi":"https://doi.org/10.1016/j.bspc.2026.110798"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110798","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110798","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.5184939","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068313713","display_name":"Huangwei Chen","orcid":"https://orcid.org/0009-0004-7088-4590"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huangwei Chen","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0003-6147-7152","affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606728","display_name":"Yifei Chen","orcid":"https://orcid.org/0000-0003-1893-3602"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Chen","raw_affiliation_strings":["Tsinghua University, 100084, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University, 100084, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050232781","display_name":"Zhenyu Yan","orcid":"https://orcid.org/0000-0002-4433-5211"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Yan","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mingyang Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyang Ding","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101460288","display_name":"Chenlei Li","orcid":"https://orcid.org/0000-0002-6759-3846"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenlei Li","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374205","display_name":"Zhu Zhu","orcid":"https://orcid.org/0000-0001-7616-7817"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feiwei Qin","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-5036-9365","affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052124467","display_name":"Feiwei Qin","orcid":"https://orcid.org/0000-0001-5036-9365"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Daxing Zhang","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-5231-9169","affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhu Zhu","orcid":"https://orcid.org/0000-0001-8868-2525"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhu Zhu","raw_affiliation_strings":["Children\u2019s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Children and Adolescents\u2019 Health and Diseases, Hangzhou, 310052, Zhejiang, China","Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-8868-2525","affiliations":[{"raw_affiliation_string":"Children\u2019s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Children and Adolescents\u2019 Health and Diseases, Hangzhou, 310052, Zhejiang, China","institution_ids":[]},{"raw_affiliation_string":"Sino-Finland Joint AI Laboratory for Child Health of Zhejiang Province, Hangzhou, 310052, Zhejiang, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052124467"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":4.2901,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93504108,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"126","issue":null,"first_page":"110798","last_page":"110798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9480999708175659,"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/T10028","display_name":"Topic Modeling","score":0.9480999708175659,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/subtyping","display_name":"Subtyping","score":0.8748790621757507},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.7449119091033936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5470300316810608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4975312054157257},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40807682275772095},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3400028944015503},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16867327690124512},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.13529396057128906},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06828173995018005}],"concepts":[{"id":"https://openalex.org/C83852419","wikidata":"https://www.wikidata.org/wiki/Q2713292","display_name":"Subtyping","level":2,"score":0.8748790621757507},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.7449119091033936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5470300316810608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4975312054157257},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40807682275772095},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3400028944015503},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16867327690124512},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.13529396057128906},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06828173995018005},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.bspc.2026.110798","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110798","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.5184939","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5184939","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5184939","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5184939","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338199","display_name":"Medical Science and Technology Project of Zhejiang Province","ror":null},{"id":"https://openalex.org/F4554350417","display_name":"Fundamental Research Funds for the Provincial Universities of Zhejiang","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2549986406","https://openalex.org/W2799615997","https://openalex.org/W2889201980","https://openalex.org/W3000215093","https://openalex.org/W3126037100","https://openalex.org/W3133614134","https://openalex.org/W4211264974","https://openalex.org/W4375953538","https://openalex.org/W4387199878","https://openalex.org/W4389719773","https://openalex.org/W4390629764","https://openalex.org/W4392172801","https://openalex.org/W4392902287","https://openalex.org/W4399425945","https://openalex.org/W4399567248","https://openalex.org/W4399881474","https://openalex.org/W4402090868","https://openalex.org/W4402601449","https://openalex.org/W4406373150","https://openalex.org/W4406753034","https://openalex.org/W4407684655","https://openalex.org/W4408260779","https://openalex.org/W4415020412","https://openalex.org/W7161978399","https://openalex.org/W7162865047"],"related_works":["https://openalex.org/W2396009657","https://openalex.org/W2799110842","https://openalex.org/W3032826521","https://openalex.org/W2391332606","https://openalex.org/W4229853287","https://openalex.org/W1462775415","https://openalex.org/W2008549446","https://openalex.org/W1535483699","https://openalex.org/W4399363637","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-07T14:30:12.667765","created_date":"2025-10-10T00:00:00"}