{"id":"https://openalex.org/W4294811379","doi":"https://doi.org/10.1109/tcbb.2022.3204661","title":"Self-Attention Based Neural Network for Predicting RNA-Protein Binding Sites","display_name":"Self-Attention Based Neural Network for Predicting RNA-Protein Binding Sites","publication_year":2022,"publication_date":"2022-09-06","ids":{"openalex":"https://openalex.org/W4294811379","doi":"https://doi.org/10.1109/tcbb.2022.3204661","pmid":"https://pubmed.ncbi.nlm.nih.gov/36067103"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2022.3204661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2022.3204661","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/A5061601272","display_name":"Xinyi Wang","orcid":"https://orcid.org/0000-0001-8740-0469"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Wang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-8740-0469","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432820","display_name":"Mingyang Zhang","orcid":"https://orcid.org/0000-0002-8132-0908"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyang Zhang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049167667","display_name":"Chunlin Long","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlin Long","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101799766","display_name":"Lin Yao","orcid":"https://orcid.org/0009-0006-6283-2146"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Yao","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050314106","display_name":"Min Zhu","orcid":"https://orcid.org/0000-0002-5664-1558"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0969,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.7577987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"20","issue":"2","first_page":"1469","last_page":"1479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9998999834060669,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9998999834060669,"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/T10604","display_name":"RNA Research and Splicing","score":0.9998999834060669,"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/T11482","display_name":"RNA modifications and cancer","score":0.9991999864578247,"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/subsequence","display_name":"Subsequence","score":0.7794472575187683},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6402804851531982},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.6345149874687195},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5981861352920532},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5907663106918335},{"id":"https://openalex.org/keywords/rna","display_name":"RNA","score":0.5830394625663757},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5583295822143555},{"id":"https://openalex.org/keywords/rna-binding-protein","display_name":"RNA-binding protein","score":0.5563877820968628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5291417241096497},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4900878667831421},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.47470158338546753},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4296822249889374},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.42337632179260254},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4172438979148865},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35929280519485474},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35632723569869995},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.35450464487075806},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3245048224925995},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.24575474858283997},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19496050477027893}],"concepts":[{"id":"https://openalex.org/C137877099","wikidata":"https://www.wikidata.org/wiki/Q1332977","display_name":"Subsequence","level":3,"score":0.7794472575187683},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6402804851531982},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.6345149874687195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5981861352920532},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5907663106918335},{"id":"https://openalex.org/C67705224","wikidata":"https://www.wikidata.org/wiki/Q11053","display_name":"RNA","level":3,"score":0.5830394625663757},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5583295822143555},{"id":"https://openalex.org/C41282012","wikidata":"https://www.wikidata.org/wiki/Q3928341","display_name":"RNA-binding protein","level":4,"score":0.5563877820968628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5291417241096497},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4900878667831421},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.47470158338546753},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4296822249889374},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.42337632179260254},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4172438979148865},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35929280519485474},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35632723569869995},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.35450464487075806},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3245048224925995},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.24575474858283997},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19496050477027893},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001665","descriptor_name":"Binding Sites","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001665","descriptor_name":"Binding Sites","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001665","descriptor_name":"Binding Sites","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcbb.2022.3204661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2022.3204661","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:36067103","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36067103","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/G6043036435","display_name":null,"funder_award_id":"62172289","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":70,"referenced_works":["https://openalex.org/W178983270","https://openalex.org/W1019830208","https://openalex.org/W1614298861","https://openalex.org/W1951403192","https://openalex.org/W1974898488","https://openalex.org/W1989454102","https://openalex.org/W2027267723","https://openalex.org/W2040356728","https://openalex.org/W2053003053","https://openalex.org/W2053758959","https://openalex.org/W2073424121","https://openalex.org/W2100932663","https://openalex.org/W2103375140","https://openalex.org/W2105694586","https://openalex.org/W2112796928","https://openalex.org/W2114532236","https://openalex.org/W2132863465","https://openalex.org/W2144454685","https://openalex.org/W2147800946","https://openalex.org/W2159249646","https://openalex.org/W2164552612","https://openalex.org/W2171580148","https://openalex.org/W2245239316","https://openalex.org/W2262355153","https://openalex.org/W2285139619","https://openalex.org/W2307041907","https://openalex.org/W2357828695","https://openalex.org/W2419834209","https://openalex.org/W2441842661","https://openalex.org/W2481737556","https://openalex.org/W2520875945","https://openalex.org/W2596494923","https://openalex.org/W2625817416","https://openalex.org/W2774179785","https://openalex.org/W2799487719","https://openalex.org/W2801121099","https://openalex.org/W2890132714","https://openalex.org/W2896457183","https://openalex.org/W2906566809","https://openalex.org/W2944704300","https://openalex.org/W2950463913","https://openalex.org/W2950856588","https://openalex.org/W2951748044","https://openalex.org/W2958675005","https://openalex.org/W2963703618","https://openalex.org/W2971769670","https://openalex.org/W2976217562","https://openalex.org/W2990515942","https://openalex.org/W2997372097","https://openalex.org/W3003684254","https://openalex.org/W3005159160","https://openalex.org/W3011049612","https://openalex.org/W3036145600","https://openalex.org/W3041434156","https://openalex.org/W3042874372","https://openalex.org/W3047957270","https://openalex.org/W3107307063","https://openalex.org/W3112745729","https://openalex.org/W3124197751","https://openalex.org/W3127238141","https://openalex.org/W3165755255","https://openalex.org/W3176811232","https://openalex.org/W4205097856","https://openalex.org/W4385245566","https://openalex.org/W6636510571","https://openalex.org/W6739901393","https://openalex.org/W6743446608","https://openalex.org/W6746361843","https://openalex.org/W6755207826","https://openalex.org/W6780226713"],"related_works":["https://openalex.org/W2468279273","https://openalex.org/W4230102134","https://openalex.org/W2354198838","https://openalex.org/W1989130879","https://openalex.org/W2996768723","https://openalex.org/W2103419012","https://openalex.org/W4212895949","https://openalex.org/W4247866870","https://openalex.org/W2112772040","https://openalex.org/W3216774880"],"abstract_inverted_index":{"Proteins":[0],"binding":[1,25,45,96],"to":[2,28,42,71,80,89,137],"Ribonucleic":[3],"Acid":[4],"(RNA)":[5],"inside":[6],"cells":[7],"are":[8],"called":[9,65],"RNA-binding":[10],"proteins":[11],"(RBP),":[12],"which":[13,67],"play":[14],"a":[15,62,76],"crucial":[16],"role":[17],"in":[18,112,156],"gene":[19],"regulation.":[20],"The":[21,98],"identification":[22],"of":[23,32],"RNA-protein":[24,44],"sites":[26],"helps":[27],"understand":[29],"the":[30,87,105,126,135,145,149],"function":[31],"RBP":[33],"better.":[34],"Although":[35],"many":[36],"computational":[37],"methods":[38],"have":[39],"been":[40],"developed":[41],"predict":[43],"sites,":[46],"their":[47],"prediction":[48],"accuracy":[49],"on":[50,125],"small":[51,113],"sample":[52,114],"datasets":[53],"needs":[54],"improvement.":[55],"To":[56],"overcome":[57],"this":[58],"limitation,":[59],"we":[60],"propose":[61],"novel":[63],"model":[64,88,136],"SA-Net,":[66],"utilizes":[68],"k-mer":[69],"embedding":[70,85,133],"encode":[72],"RNA":[73],"sequences":[74],"and":[75,153],"self-attention-based":[77],"neural":[78],"network":[79,147],"extract":[81],"sequence":[82,108,115,157],"features.":[83],"K-mer":[84],"assists":[86],"discover":[90],"significant":[91],"subsequence":[92],"fragments":[93],"associated":[94],"with":[95],"sites.":[97],"self-attention":[99,146],"mechanism":[100],"captures":[101],"contextual":[102],"information":[103],"from":[104],"entire":[106],"input":[107],"globally,":[109],"performing":[110],"well":[111],"learning.":[116],"Experimental":[117],"results":[118,124],"demonstrate":[119],"that":[120,131,144],"SA-Net":[121],"attains":[122],"state-of-the-art":[123],"RBP-24":[127],"dataset.":[128],"We":[129,141],"find":[130],"4-mer":[132],"aids":[134],"achieve":[138],"optimal":[139],"performance.":[140],"also":[142],"show":[143],"outperforms":[148],"commonly":[150],"used":[151],"CNN":[152],"CNN-BLSTM":[154],"models":[155],"feature":[158],"extraction.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
