{"id":"https://openalex.org/W4391621241","doi":"https://doi.org/10.1109/jbhi.2024.3363161","title":"MIF: Multi-Shot Interactive Fusion Model for Cancer Survival Prediction Using Pathological Image and Genomic Data","display_name":"MIF: Multi-Shot Interactive Fusion Model for Cancer Survival Prediction Using Pathological Image and Genomic Data","publication_year":2024,"publication_date":"2024-02-07","ids":{"openalex":"https://openalex.org/W4391621241","doi":"https://doi.org/10.1109/jbhi.2024.3363161","pmid":"https://pubmed.ncbi.nlm.nih.gov/38324434"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3363161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3363161","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/A5051516333","display_name":"Yi Shi","orcid":"https://orcid.org/0000-0001-7909-6831"},"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":"Yi Shi","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China"],"raw_orcid":"https://orcid.org/0000-0001-7909-6831","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376902","display_name":"Minghui Wang","orcid":"https://orcid.org/0000-0002-5788-894X"},"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":"Minghui Wang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China"],"raw_orcid":"https://orcid.org/0000-0002-5788-894X","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029238488","display_name":"Honglei Liu","orcid":"https://orcid.org/0000-0002-8712-9231"},"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":"Honglei Liu","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China"],"raw_orcid":"https://orcid.org/0000-0002-8712-9231","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fang Zhao","orcid":"https://orcid.org/0009-0003-1301-8488"},"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":"Fang Zhao","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China"],"raw_orcid":"https://orcid.org/0009-0003-1301-8488","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359729","display_name":"Ao Li","orcid":"https://orcid.org/0000-0001-9910-8967"},"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":"Ao Li","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China"],"raw_orcid":"https://orcid.org/0000-0001-9910-8967","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100451602","display_name":"Xun Chen","orcid":"https://orcid.org/0000-0002-4922-8116"},"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":"Xun Chen","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China"],"raw_orcid":"https://orcid.org/0000-0002-4922-8116","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, AH, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":2.7101,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89653124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"29","issue":"5","first_page":"3247","last_page":"3258"},"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":0.9958000183105469,"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":0.9958000183105469,"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/T10862","display_name":"AI in cancer detection","score":0.9825999736785889,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.972599983215332,"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":0.7323505878448486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5747166872024536},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.531604528427124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4856902062892914},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.47247740626335144},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.45106369256973267},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34762901067733765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7323505878448486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5747166872024536},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.531604528427124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4856902062892914},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.47247740626335144},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.45106369256973267},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34762901067733765},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"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":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016019","descriptor_name":"Survival Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016019","descriptor_name":"Survival Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016019","descriptor_name":"Survival Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3363161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3363161","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:38324434","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38324434","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":[{"id":"https://metadata.un.org/sdg/10","score":0.6499999761581421,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G6041710339","display_name":null,"funder_award_id":"62371435","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6073734421","display_name":null,"funder_award_id":"2308085MF191","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G7078069131","display_name":"\u764c\u75c7\u76f8\u5173\u78f7\u9178\u5316\u4fe1\u53f7\u8f6c\u5bfc\u7f51\u7edc\u653b\u51fb\u53d8\u5f02\u7684\u8ba1\u7b97\u8bc6\u522b\u548c\u5206\u6790\u7814\u7a76","funder_award_id":"61871361","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7094097324","display_name":"\u8054\u5408\u57fa\u56e0\u7ec4\u53d8\u5f02\u4e0e\u6570\u5b57\u75c5\u7406\u56fe\u50cf\u7684\u764c\u75c7\u591a\u6a21\u6001\u9884\u540e\u9884\u6d4b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61971393","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/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1965134014","https://openalex.org/W2052825782","https://openalex.org/W2064512348","https://openalex.org/W2095463689","https://openalex.org/W2107554012","https://openalex.org/W2149199519","https://openalex.org/W2151822688","https://openalex.org/W2167769381","https://openalex.org/W2248620004","https://openalex.org/W2331273242","https://openalex.org/W2416657206","https://openalex.org/W2514628397","https://openalex.org/W2554320282","https://openalex.org/W2747623286","https://openalex.org/W2753919178","https://openalex.org/W2766845401","https://openalex.org/W2791015340","https://openalex.org/W2803035327","https://openalex.org/W2808647806","https://openalex.org/W2886193235","https://openalex.org/W2914287897","https://openalex.org/W2921485464","https://openalex.org/W2921566548","https://openalex.org/W2948475969","https://openalex.org/W2954499361","https://openalex.org/W2964010806","https://openalex.org/W2969259882","https://openalex.org/W2992715741","https://openalex.org/W2995276890","https://openalex.org/W2996092187","https://openalex.org/W3009535750","https://openalex.org/W3014595499","https://openalex.org/W3080565611","https://openalex.org/W3128646645","https://openalex.org/W3133660227","https://openalex.org/W3137956007","https://openalex.org/W3153167161","https://openalex.org/W3191728126","https://openalex.org/W3198686033","https://openalex.org/W3203898052","https://openalex.org/W3217237480","https://openalex.org/W4213164367","https://openalex.org/W4283821760","https://openalex.org/W4385245566","https://openalex.org/W4386472886","https://openalex.org/W6743792510","https://openalex.org/W6769190946"],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W1482209366","https://openalex.org/W2110523656","https://openalex.org/W2521627374","https://openalex.org/W2981954115"],"abstract_inverted_index":{"Accurate":[0],"cancer":[1,206],"survival":[2,19,32,128,232],"prediction":[3,33,129,233],"is":[4,68,92,142],"crucial":[5],"for":[6,31,83,126,188],"oncologists":[7],"to":[8,70,112,144,164,175,230],"determine":[9],"therapeutic":[10],"plan,":[11],"which":[12,67,91],"directly":[13],"influences":[14],"the":[15,88,93,166,177,191],"treatment":[16],"efficacy":[17],"and":[18,46,100,133],"outcome":[20],"of":[21],"patient.":[22],"Recently,":[23],"multimodal":[24,60,78,85,107,146,200,221],"fusion-based":[25],"prognostic":[26],"methods":[27,82],"have":[28],"demonstrated":[29],"effectiveness":[30],"by":[34,62,130,148,181,218],"fusing":[35,153],"diverse":[36],"cancer-related":[37],"data":[38],"from":[39],"different":[40,205],"medical":[41],"modalities,":[42],"e.g.,":[43],"pathological":[44,132],"images":[45],"genomic":[47,134],"data.":[48,79,135],"However,":[49],"these":[50,114],"works":[51],"still":[52],"face":[53,87],"significant":[54],"challenges.":[55],"First,":[56],"most":[57],"approaches":[58],"attempt":[59],"fusion":[61,65,122,140,147],"simple":[63],"one-shot":[64],"strategy,":[66],"insufficient":[69],"explore":[71],"complex":[72],"interactions":[73,86],"underlying":[74],"in":[75,159],"highly":[76],"disparate":[77],"Second,":[80],"current":[81],"investigating":[84],"capability-efficiency":[89],"dilemma,":[90,168],"difficult":[94],"balance":[95],"between":[96],"powerful":[97],"modeling":[98],"capability":[99],"applicable":[101],"computational":[102,227],"efficiency,":[103],"thus":[104,155],"impeding":[105],"effective":[106,220],"fusion.":[108],"In":[109],"this":[110],"study,":[111],"encounter":[113],"challenges,":[115],"we":[116],"propose":[117],"an":[118],"innovative":[119],"multi-shot":[120,139,178],"interactive":[121,171,193],"method":[123,211],"named":[124],"MIF":[125],"precise":[127],"utilizing":[131],"Particularly,":[136],"a":[137,160],"novel":[138],"framework":[141],"introduced":[143,174],"promote":[145],"decomposing":[149],"it":[150],"into":[151],"successive":[152],"stages,":[154],"delicately":[156],"integrating":[157],"modalities":[158],"progressive":[161],"way.":[162],"Moreover,":[163],"address":[165],"capacity-efficiency":[167],"various":[169],"affinity-based":[170],"modules":[172,194],"are":[173],"synergize":[176],"framework.":[179],"Specifically,":[180],"harnessing":[182],"comprehensive":[183],"affinity":[184],"information":[185],"as":[186],"guidance":[187],"mining":[189],"interactions,":[190],"proposed":[192],"can":[195],"efficiently":[196],"generate":[197],"low-dimensional":[198],"discriminative":[199],"representations.":[201],"Extensive":[202],"experiments":[203],"on":[204],"datasets":[207],"unravel":[208],"that":[209],"our":[210],"not":[212],"only":[213],"successfully":[214],"achieves":[215],"state-of-the-art":[216],"performance":[217],"performing":[219],"fusion,":[222],"but":[223],"also":[224],"possesses":[225],"high":[226],"efficiency":[228],"compared":[229],"existing":[231],"methods.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}