{"id":"https://openalex.org/W7167847146","doi":"https://doi.org/10.1093/bioinformatics/btag508","title":"Structural-information guided fusion for spatial domain identification from spatial transcriptomics","display_name":"Structural-information guided fusion for spatial domain identification from spatial transcriptomics","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7167847146","doi":"https://doi.org/10.1093/bioinformatics/btag508","pmid":"https://pubmed.ncbi.nlm.nih.gov/42423290"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btag508","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btag508","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1093/bioinformatics/btag508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003485495","display_name":"MF Zhang","orcid":null},"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":"Min Zhang","raw_affiliation_strings":["Key Laboratory of Smart Human-Computer Interaction and Wearable Technology of Shaanxi Province, Xidian University , Xi\u2019an, Shaanxi 710071,","School of Computer Science and Technology, Xidian University , Xi\u2019an, Shaanxi 710071,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Human-Computer Interaction and Wearable Technology of Shaanxi Province, Xidian University , Xi\u2019an, Shaanxi 710071,","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University , Xi\u2019an, Shaanxi 710071,","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140362800","display_name":"Peng Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121771","display_name":"First Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/02tbvhh96","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210121771"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Gao","raw_affiliation_strings":["Shenzhen Loop Area Institute, The First Affiliated Hospital of Xi\u2019an jiaotong University , Xi\u2019an, Shaanxi 710061,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Loop Area Institute, The First Affiliated Hospital of Xi\u2019an jiaotong University , Xi\u2019an, Shaanxi 710061,","institution_ids":["https://openalex.org/I4210121771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085730143","display_name":"C Chen","orcid":null},"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":"Cheng Chen","raw_affiliation_strings":["MOE Key Laboratory of Bioinformatics, BNRIST Bioinformatics Division, Institute for Precision Medicine & Department of Automation, Tsinghua University , Beijing 100084,"],"raw_orcid":"https://orcid.org/0000-0002-6739-1937","affiliations":[{"raw_affiliation_string":"MOE Key Laboratory of Bioinformatics, BNRIST Bioinformatics Division, Institute for Precision Medicine & Department of Automation, Tsinghua University , Beijing 100084,","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091490562","display_name":"Ma Xy","orcid":null},"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"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoke Ma","raw_affiliation_strings":["Fubao District, Shenzhen Loop Area Institute , Shenzhen, Guangdong 518017,","Key Laboratory of Smart Human-Computer Interaction and Wearable Technology of Shaanxi Province, Xidian University , Xi\u2019an, Shaanxi 710071,","School of Computer Science and Technology, Xidian University , Xi\u2019an, Shaanxi 710071,"],"raw_orcid":"https://orcid.org/0000-0002-5604-7137","affiliations":[{"raw_affiliation_string":"Fubao District, Shenzhen Loop Area Institute , Shenzhen, Guangdong 518017,","institution_ids":["https://openalex.org/I158809036"]},{"raw_affiliation_string":"Key Laboratory of Smart Human-Computer Interaction and Wearable Technology of Shaanxi Province, Xidian University , Xi\u2019an, Shaanxi 710071,","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University , Xi\u2019an, Shaanxi 710071,","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140347967","display_name":"Xin Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090868","display_name":"Second Affiliated Hospital of Guangzhou Medical University","ror":"https://ror.org/00a98yf63","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210090868"]},{"id":"https://openalex.org/I4210116575","display_name":"Guangzhou First People's Hospital","ror":"https://ror.org/02bwytq13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116575"]},{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Chen","raw_affiliation_strings":["Department of Radiology, School of Medicine, The Second Affiliated Hospital of South China University of Technology (Guangzhou First People\u2019s Hospital) , Guangzhou 510180,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, The Second Affiliated Hospital of South China University of Technology (Guangzhou First People\u2019s Hospital) , Guangzhou 510180,","institution_ids":["https://openalex.org/I4210090868","https://openalex.org/I4210116575","https://openalex.org/I92039509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5140374482","display_name":"Shaoqing Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097066","display_name":"Shanghai Ninth People's Hospital","ror":"https://ror.org/010826a91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoqing Feng","raw_affiliation_strings":["Department of Plastic and Reconstructive Surgery, Shanghai Ninth People\u2019s Hospital, Shanghai Jiaotong University , Shanghai 200011,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Plastic and Reconstructive Surgery, Shanghai Ninth People\u2019s Hospital, Shanghai Jiaotong University , Shanghai 200011,","institution_ids":["https://openalex.org/I4210097066"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.78270031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"42","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},"topics":[{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.00860000029206276,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.007199999876320362,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/spatial-analysis","display_name":"Spatial analysis","score":0.5914000272750854},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5874000191688538},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5527999997138977},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5184999704360962},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4717000126838684},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.4242999851703644},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4043999910354614},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.3763999938964844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6929000020027161},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5914000272750854},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5874000191688538},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5527999997138977},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5184999704360962},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49070000648498535},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4717000126838684},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.4242999851703644},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4043999910354614},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40049999952316284},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.3763999938964844},{"id":"https://openalex.org/C175779824","wikidata":"https://www.wikidata.org/wiki/Q7574078","display_name":"Spatial organization","level":2,"score":0.3407999873161316},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C53471067","wikidata":"https://www.wikidata.org/wiki/Q7574076","display_name":"Spatial network","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.30090001225471497},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.290800005197525},{"id":"https://openalex.org/C138695830","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial dependence","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27090001106262207},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.2574999928474426}],"mesh":[{"descriptor_ui":"D000098422","descriptor_name":"Graph Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098422","descriptor_name":"Graph Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000099285","descriptor_name":"Spatial Transcriptomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000099285","descriptor_name":"Spatial Transcriptomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","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":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btag508","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btag508","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:42423290","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42423290","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":"Bioinformatics (Oxford, England)","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13395104","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13395104/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btag508","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btag508","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.46932750940322876,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G5490784155","display_name":null,"funder_award_id":"U22A20345","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2042789810","https://openalex.org/W2159707944","https://openalex.org/W2471536144","https://openalex.org/W2559588208","https://openalex.org/W2800392236","https://openalex.org/W2809368942","https://openalex.org/W2907492528","https://openalex.org/W2915848182","https://openalex.org/W2952383043","https://openalex.org/W2997280954","https://openalex.org/W3108118546","https://openalex.org/W3112563877","https://openalex.org/W3126958162","https://openalex.org/W3134482219","https://openalex.org/W3179883291","https://openalex.org/W4210583065","https://openalex.org/W4226192560","https://openalex.org/W4235169531","https://openalex.org/W4280533477","https://openalex.org/W4283704002","https://openalex.org/W4294042823","https://openalex.org/W4306406844","https://openalex.org/W4384665375","https://openalex.org/W4390814844","https://openalex.org/W4392198237","https://openalex.org/W4392868645","https://openalex.org/W4398238911","https://openalex.org/W4401757646","https://openalex.org/W4402253423","https://openalex.org/W4403853489","https://openalex.org/W4406870564","https://openalex.org/W4408232499","https://openalex.org/W4408389335","https://openalex.org/W4409129472","https://openalex.org/W4413412913","https://openalex.org/W4414471726","https://openalex.org/W4414662940","https://openalex.org/W7118517447","https://openalex.org/W7128611718"],"related_works":[],"abstract_inverted_index":{"MOTIVATION:":[0],"Accurate":[1],"spatial":[2,15,26,56,66,70,75,94,145],"domain":[3,57,67,146],"identification":[4,58,68],"is":[5,155],"essential":[6],"for":[7,55,65],"understanding":[8],"tissue":[9],"organization":[10],"and":[11,25,42,77,81,95,113,127,160],"pathological":[12],"mechanisms":[13],"in":[14,69,144],"transcriptomics.":[16,71],"However,":[17],"existing":[18],"methods":[19,143],"mainly":[20],"rely":[21],"on":[22,134],"expression":[23,125],"profiles":[24],"coordinates.":[27],"Intercellular":[28],"interactions":[29],"are":[30],"often":[31],"overlooked.":[32],"At":[33],"the":[34],"same":[35],"time,":[36],"preserving":[37],"both":[38],"local":[39,121],"neighborhood":[40,122],"continuity":[41],"global":[43,129],"topological":[44,130],"structure":[45],"remains":[46],"difficult.":[47],"RESULTS:":[48],"We":[49],"propose":[50],"SGFST":[51,72,100,139,154],"(Structural-information":[52],"Guided":[53],"Fusion":[54],"from":[59],"Spatial":[60],"Transcriptomics),":[61],"a":[62,74,78,83,103,108,114],"novel":[63],"framework":[64],"integrates":[73],"graph":[76,85],"signal":[79],"graph,":[80],"employs":[82],"dual-branch":[84],"convolutional":[86],"network":[87],"with":[88],"attention-based":[89],"fusion":[90],"to":[91,119],"capture":[92],"complementary":[93],"functional":[96],"information.":[97],"In":[98],"addition,":[99],"jointly":[101],"optimizes":[102],"Bayesian":[104],"personalized":[105],"ranking":[106],"loss,":[107,112],"zero-inflated":[109],"negative":[110],"binomial":[111],"distance":[115],"structural":[116],"information":[117],"constraint":[118],"preserve":[120],"continuity,":[123],"reconstruct":[124],"signals,":[126],"maintain":[128],"consistency.":[131],"Experimental":[132],"results":[133],"multiple":[135],"datasets":[136],"demonstrate":[137],"that":[138],"outperforms":[140],"several":[141],"state-of-the-art":[142],"identification.":[147],"AVAILABILITY":[148],"AND":[149],"IMPLEMENTATION:":[150],"The":[151],"code":[152],"of":[153],"available":[156],"at":[157],"Github":[158],"(https://github.com/xkmaxidian/SGFST)":[159],"Zenodo":[161],"(DOI:":[162],"10.5281/zenodo.20624899).":[163]},"counts_by_year":[],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2026-07-10T00:00:00"}
