{"id":"https://openalex.org/W4318606469","doi":"https://doi.org/10.1109/ssci51031.2022.10022274","title":"Online Adaptive CNN: a Session-to-session Transfer Learning Approach for Non-stationary EEG","display_name":"Online Adaptive CNN: a Session-to-session Transfer Learning Approach for Non-stationary EEG","publication_year":2022,"publication_date":"2022-12-04","ids":{"openalex":"https://openalex.org/W4318606469","doi":"https://doi.org/10.1109/ssci51031.2022.10022274"},"language":"en","primary_location":{"id":"doi:10.1109/ssci51031.2022.10022274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci51031.2022.10022274","pdf_url":null,"source":{"id":"https://openalex.org/S4363605327","display_name":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5018299245","display_name":"Shuailei Zhang","orcid":"https://orcid.org/0000-0003-4440-5248"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Shuailei Zhang","raw_affiliation_strings":["School of Instrumentation and Optoelectronic Engineering, Beihang University,Beijing,China","Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore School of Computer Science and Engineering, Nanyang Technological University, Singapore","School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Beihang University,Beijing,China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I172675005","https://openalex.org/I115228651"]},{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072074280","display_name":"Dezhi Zheng","orcid":"https://orcid.org/0000-0003-3998-5989"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210089040","display_name":"Beijing Institute of Optoelectronic Technology","ror":"https://ror.org/0099d6q96","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089040"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dezhi Zheng","raw_affiliation_strings":["School of Instrumentation and Optoelectronic Engineering, Research Institute for Frontier Science, Beihang University,Beijing,China","Key Laboratory of Precision Opto-mechatronics Technology, Ministry of Education, China","School of Instrumentation and Optoelectronic Engineering, Research Institute for Frontier Science, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Research Institute for Frontier Science, Beihang University,Beijing,China","institution_ids":["https://openalex.org/I82880672","https://openalex.org/I4210089040"]},{"raw_affiliation_string":"Key Laboratory of Precision Opto-mechatronics Technology, Ministry of Education, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Research Institute for Frontier Science, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101972341","display_name":"Ning Tang","orcid":"https://orcid.org/0000-0003-4569-7422"},"institutions":[{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ning Tang","raw_affiliation_strings":["National University Hospital,Division of Rehabilitation Medicine,Department of Medicine,Singapore","Department of Medicine, Division of Rehabilitation Medicine, National University Hospital, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University Hospital,Division of Rehabilitation Medicine,Department of Medicine,Singapore","institution_ids":["https://openalex.org/I4210146690"]},{"raw_affiliation_string":"Department of Medicine, Division of Rehabilitation Medicine, National University Hospital, Singapore","institution_ids":["https://openalex.org/I4210146690"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033217192","display_name":"Effie Chew","orcid":"https://orcid.org/0000-0002-8128-7036"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Effie Chew","raw_affiliation_strings":["National University Hospital,Division of Rehabilitation Medicine,Department of Medicine,Singapore","Yong Loo Lin School of Medicine, National University of Singapore, Singapore","Department of Medicine, Division of Rehabilitation Medicine, National University Hospital, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University Hospital,Division of Rehabilitation Medicine,Department of Medicine,Singapore","institution_ids":["https://openalex.org/I4210146690"]},{"raw_affiliation_string":"Yong Loo Lin School of Medicine, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Medicine, Division of Rehabilitation Medicine, National University Hospital, Singapore","institution_ids":["https://openalex.org/I4210146690"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050653766","display_name":"Rosary Yuting Lim","orcid":"https://orcid.org/0000-0002-9269-0103"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rosary Yuting Lim","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science Technology and Research,Singapore","Institute for Infocomm Research, Agency for Science Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science Technology and Research,Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science Technology and Research, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320376","display_name":"Kai Keng Ang","orcid":"https://orcid.org/0000-0002-3053-6311"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kai Keng Ang","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science Technology and Research,Singapore","Institute for Infocomm Research, Agency for Science Technology and Research, Singapore","School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science Technology and Research,Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science Technology and Research, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031778999","display_name":"Cuntai Guan","orcid":"https://orcid.org/0000-0002-0872-3276"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cuntai Guan","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University,Singapore","School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University,Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"164","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8986332416534424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7850972414016724},{"id":"https://openalex.org/keywords/neurorehabilitation","display_name":"Neurorehabilitation","score":0.7681871652603149},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7615714073181152},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6739922165870667},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.6542743444442749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5653423070907593},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.4774259030818939},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.455533504486084},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44658592343330383},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.42587897181510925},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4087042212486267},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.14660346508026123},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08831533789634705}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8986332416534424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7850972414016724},{"id":"https://openalex.org/C47177892","wikidata":"https://www.wikidata.org/wiki/Q3510101","display_name":"Neurorehabilitation","level":3,"score":0.7681871652603149},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7615714073181152},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6739922165870667},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.6542743444442749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5653423070907593},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.4774259030818939},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.455533504486084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44658592343330383},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.42587897181510925},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4087042212486267},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.14660346508026123},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08831533789634705},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci51031.2022.10022274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci51031.2022.10022274","pdf_url":null,"source":{"id":"https://openalex.org/S4363605327","display_name":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6494718513","display_name":null,"funder_award_id":"61873021,62088101","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":19,"referenced_works":["https://openalex.org/W1993663906","https://openalex.org/W1995506038","https://openalex.org/W2119163516","https://openalex.org/W2132360759","https://openalex.org/W2158571299","https://openalex.org/W2741907166","https://openalex.org/W2792724009","https://openalex.org/W2794345050","https://openalex.org/W2884160915","https://openalex.org/W2884420646","https://openalex.org/W2896120927","https://openalex.org/W2902034646","https://openalex.org/W2903201307","https://openalex.org/W2909448543","https://openalex.org/W2955714720","https://openalex.org/W3015066292","https://openalex.org/W3040552008","https://openalex.org/W3080395176","https://openalex.org/W4224242234"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2947925238","https://openalex.org/W2887556756","https://openalex.org/W195417223","https://openalex.org/W2951110009","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W2510077457","https://openalex.org/W1961545574","https://openalex.org/W2070915706"],"abstract_inverted_index":{"The":[0,99],"convolutional":[1],"neural":[2],"network":[3],"(CNN)":[4],"automatically":[5],"learns":[6],"EEG":[7,63,92,125,183],"representations":[8],"in":[9,20,45,61,90],"higher":[10,155],"and":[11,16,36,69,152,161],"nonlinear":[12],"space":[13],"via":[14],"backpropagation":[15],"outputs":[17],"the":[18,57,62,65,88,96,102,141,169,172],"predictions":[19],"an":[21],"end-to-end":[22],"manner.":[23],"Owing":[24],"to":[25,32,55,86,180],"these":[26],"advantages,":[27],"CNN":[28,84],"has":[29],"been":[30],"used":[31,143],"decode":[33,181],"electroencephalogram":[34],"(EEG)":[35],"drive":[37],"brain":[38],"computer":[39],"interface":[40],"(BCI).":[41],"However,":[42],"its":[43],"applications":[44],"BCI-assisted":[46,186],"post-stroke":[47,116,187],"neurorehabilitation":[48,109],"remain":[49],"limited":[50],"for":[51,159,168,185],"it":[52],"is":[53,105],"unable":[54],"address":[56,87],"inherent":[58],"session-to-session":[59],"non-stationarity":[60,89],"between":[64],"initial":[66],"calibration":[67],"session":[68],"subsequent":[70],"online":[71,82,144],"sessions.":[72],"In":[73],"this":[74],"paper,":[75],"we":[76],"present":[77],"a":[78,112,121,138,175],"simple":[79],"but":[80],"effective":[81],"adaptive":[83,145,177],"(aCNN)":[85],"multi-session":[91],"by":[93],"progressively":[94],"updating":[95],"subject-specific":[97],"model.":[98],"performance":[100,139],"of":[101,115,123,174],"proposed":[103,131],"aCNN":[104,132],"evaluated":[106],"on":[107],"two":[108],"datasets":[110],"with":[111,120,153],"large":[113],"population":[114],"patients":[117,119],"(33":[118],"total":[122],"358":[124],"sessions).":[126],"Results":[127],"indicate":[128],"that,":[129],"our":[130],"reaches":[133],"at":[134],"least":[135],"as":[136,140],"good":[137],"widely":[142],"Filter":[146],"Bank":[147],"Common":[148],"Spatial":[149],"Patterns":[150],"(aFBCSP)":[151],"significantly":[154],"accuracies":[156],"than":[157],"that":[158],"DeepConv":[160],"offline":[162],"FBCSP":[163],"algorithms.":[164],"Our":[165],"results":[166],"support,":[167],"first":[170],"time,":[171],"use":[173],"CNN-based":[176],"learning":[178],"method":[179],"non-stationary":[182],"signals":[184],"rehabilitation.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
