{"id":"https://openalex.org/W4393371661","doi":"https://doi.org/10.1109/tcbb.2024.3383438","title":"MGFmiRNAloc: Predicting miRNA Subcellular Localization Using Molecular Graph Feature and Convolutional Block Attention Module","display_name":"MGFmiRNAloc: Predicting miRNA Subcellular Localization Using Molecular Graph Feature and Convolutional Block Attention Module","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4393371661","doi":"https://doi.org/10.1109/tcbb.2024.3383438","pmid":"https://pubmed.ncbi.nlm.nih.gov/38557611"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2024.3383438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2024.3383438","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"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/ACM Transactions on Computational Biology and Bioinformatics","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/A5085126930","display_name":"Ying Liang","orcid":"https://orcid.org/0000-0001-9092-2110"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Liang","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China"],"raw_orcid":"https://orcid.org/0000-0001-9092-2110","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111086187","display_name":"Xiya You","orcid":null},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiya You","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China"],"raw_orcid":"https://orcid.org/0009-0005-1145-0474","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101810353","display_name":"Zequn Zhang","orcid":"https://orcid.org/0000-0002-8158-6562"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zequn Zhang","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China"],"raw_orcid":"https://orcid.org/0000-0002-8158-6562","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103015589","display_name":"Shi Qiu","orcid":"https://orcid.org/0009-0006-6642-2136"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Qiu","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China"],"raw_orcid":"https://orcid.org/0009-0006-6642-2136","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039655900","display_name":"Suhui Li","orcid":null},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suhui Li","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China"],"raw_orcid":"https://orcid.org/0009-0008-1267-8851","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lianlian Fu","orcid":"https://orcid.org/0000-0002-9336-3905"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianlian Fu","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China"],"raw_orcid":"https://orcid.org/0000-0002-9336-3905","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, Jiangxi, China","institution_ids":["https://openalex.org/I74837319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74837319"],"apc_list":null,"apc_paid":null,"fwci":2.2394,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.87873047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"21","issue":"5","first_page":"1348","last_page":"1357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.995199978351593,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.995199978351593,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9940999746322632,"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/T11103","display_name":"Antimicrobial Peptides and Activities","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2404","display_name":"Microbiology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/subcellular-localization","display_name":"Subcellular localization","score":0.7893503904342651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6714564561843872},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5994082093238831},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5468837022781372},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4671062231063843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4626041650772095},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4611175060272217},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4436371326446533},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.416627436876297},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3997963070869446},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3773242235183716},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.21473580598831177},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19827920198440552},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15073591470718384},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.09185457229614258},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.08239549398422241}],"concepts":[{"id":"https://openalex.org/C2776879804","wikidata":"https://www.wikidata.org/wiki/Q7630919","display_name":"Subcellular localization","level":3,"score":0.7893503904342651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714564561843872},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5994082093238831},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5468837022781372},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4671062231063843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4626041650772095},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4611175060272217},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4436371326446533},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.416627436876297},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3997963070869446},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3773242235183716},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.21473580598831177},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19827920198440552},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15073591470718384},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.09185457229614258},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.08239549398422241},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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":"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":"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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","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},{"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},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcbb.2024.3383438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2024.3383438","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"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/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:38557611","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38557611","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/ACM transactions on computational biology and bioinformatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1239594693","display_name":null,"funder_award_id":"62163018","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1975147762","https://openalex.org/W2491125226","https://openalex.org/W2785947426","https://openalex.org/W2799341160","https://openalex.org/W2899070097","https://openalex.org/W2907789789","https://openalex.org/W2969212296","https://openalex.org/W2971382473","https://openalex.org/W3004468049","https://openalex.org/W3081856356","https://openalex.org/W3111567820","https://openalex.org/W3134163647","https://openalex.org/W3139253280","https://openalex.org/W3145990216","https://openalex.org/W3159197429","https://openalex.org/W3165511231","https://openalex.org/W3165614405","https://openalex.org/W3199924206","https://openalex.org/W3201866154","https://openalex.org/W4205495162","https://openalex.org/W4210567506","https://openalex.org/W4210747018","https://openalex.org/W4220871741","https://openalex.org/W4294663369","https://openalex.org/W4311285804","https://openalex.org/W6748529151","https://openalex.org/W6800370648","https://openalex.org/W6809847801","https://openalex.org/W6855358507"],"related_works":["https://openalex.org/W4366498163","https://openalex.org/W2359834996","https://openalex.org/W2384565783","https://openalex.org/W4293226380","https://openalex.org/W2070256704","https://openalex.org/W2119797331","https://openalex.org/W4282922129","https://openalex.org/W1964033480","https://openalex.org/W2099701744","https://openalex.org/W2375119535"],"abstract_inverted_index":{"MiRNA":[0],"has":[1],"distinct":[2],"physiological":[3],"functions":[4],"at":[5],"various":[6],"cellular":[7],"locations.":[8],"However,":[9],"few":[10],"effective":[11],"computational":[12],"methods":[13],"for":[14,26,46,95],"predicting":[15,47],"the":[16,32,48,54,64,82,100,107,124,132,144,155,164],"subcellular":[17,49,108,156,165],"location":[18],"of":[19,51,70,110,146,158,167],"miRNA":[20,151],"exist,":[21],"thereby":[22,74],"leaving":[23],"considerable":[24],"room":[25],"improvement.":[27],"Accordingly,":[28],"our":[29],"study":[30,141],"proposes":[31],"MGFmiRNAloc":[33,122],"simplified":[34],"molecular":[35,78],"input":[36],"line":[37],"entry":[38],"system":[39],"(SMILES)":[40],"format":[41],"as":[42],"a":[43,71],"new":[44,133],"approach":[45],"localization":[50,109,157,166],"miRNA.":[52,111],"Additionally,":[53],"graphical":[55],"convolutional":[56],"network":[57],"(GCN)":[58],"technique":[59],"was":[60,103],"employed":[61],"to":[62,92,105,163],"extract":[63],"atomic":[65,134],"nodes":[66],"and":[67,85,115,149,160],"topological":[68],"structure":[69],"single":[72],"base,":[73],"constructing":[75],"RNA":[76],"sequence":[77],"map":[79],"features.":[80],"Subsequently,":[81],"channel":[83],"attention":[84,87],"spatial":[86],"mechanisms":[88],"(CBAM)":[89],"were":[90],"designed":[91],"mine":[93],"deeper":[94],"more":[96],"efficient":[97],"information.":[98],"Finally,":[99],"prediction":[101],"module":[102],"used":[104],"detect":[106],"The":[112,128],"10-fold":[113],"cross-validation":[114],"independent":[116],"test":[117],"set":[118],"experiments":[119],"demonstrate":[120],"that":[121,131],"outperforms":[123],"most":[125],"sophisticated":[126],"methods.":[127],"results":[129],"indicate":[130],"level":[135],"feature":[136],"representation":[137],"proposed":[138],"in":[139],"this":[140],"could":[142],"overcome":[143],"limitations":[145],"small":[147],"samples":[148],"short":[150],"sequences,":[152],"accurately":[153],"predict":[154],"miRNAs,":[159],"be":[161],"extended":[162],"other":[168],"sequences.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}