{"id":"https://openalex.org/W4284893967","doi":"https://doi.org/10.1177/14604582221112855","title":"Machine learning in anesthesiology: Detecting adverse events in clinical practice","display_name":"Machine learning in anesthesiology: Detecting adverse events in clinical practice","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4284893967","doi":"https://doi.org/10.1177/14604582221112855","pmid":"https://pubmed.ncbi.nlm.nih.gov/35801667"},"language":"en","primary_location":{"id":"doi:10.1177/14604582221112855","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582221112855","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/14604582221112855","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002580808","display_name":"Tomasz T Maci\u0105g","orcid":"https://orcid.org/0000-0001-7641-6668"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Tomasz T Maci\u0105g","raw_affiliation_strings":["Department of Artificial Intelligence, University of Groningen, Groningen, The Netherlands and Department of Anesthesiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, University of Groningen, Groningen, The Netherlands and Department of Anesthesiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077108532","display_name":"Kai van Amsterdam","orcid":"https://orcid.org/0009-0005-9421-3836"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Kai van Amsterdam","raw_affiliation_strings":["Department of Anesthesiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114022699","display_name":"Albertus Ballast","orcid":null},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Albertus Ballast","raw_affiliation_strings":["Department of Anesthesiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088560689","display_name":"Fokie Cnossen","orcid":"https://orcid.org/0000-0001-7435-4889"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Fokie Cnossen","raw_affiliation_strings":["Department of Artificial Intelligence, University of Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, University of Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048910956","display_name":"Michel Struys","orcid":"https://orcid.org/0000-0003-0421-536X"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"funder","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"Michel MRF Struys","raw_affiliation_strings":["Department of Anesthesiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands and Department of Basic and Applied Medical Sciences, Ghent University, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands and Department of Basic and Applied Medical Sciences, Ghent University, Gent, Belgium","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384","https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002580808"],"corresponding_institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":2.6159,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89852918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"28","issue":"3","first_page":"14604582221112855","last_page":"14604582221112855"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.968999981880188,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7030587196350098},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.6008492708206177},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5918711423873901},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5870468020439148},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5487160086631775},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5367549657821655},{"id":"https://openalex.org/keywords/anesthesiology","display_name":"Anesthesiology","score":0.5323365926742554},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4950956404209137},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4481998383998871},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42793595790863037},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4256875514984131},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15908017754554749},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.08565738797187805}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7030587196350098},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.6008492708206177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5918711423873901},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5870468020439148},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5487160086631775},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5367549657821655},{"id":"https://openalex.org/C2779526319","wikidata":"https://www.wikidata.org/wiki/Q615057","display_name":"Anesthesiology","level":2,"score":0.5323365926742554},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4950956404209137},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4481998383998871},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42793595790863037},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4256875514984131},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15908017754554749},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.08565738797187805},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000776","descriptor_name":"Anesthesiology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000776","descriptor_name":"Anesthesiology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000776","descriptor_name":"Anesthesiology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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}],"locations_count":6,"locations":[{"id":"doi:10.1177/14604582221112855","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582221112855","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},{"id":"pmid:35801667","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35801667","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":"Health informatics journal","raw_type":null},{"id":"pmh:oai:pure.rug.nl:openaire/7cd660a5-a34e-4b71-8eb4-f4304f46fa8f","is_oa":false,"landing_page_url":"https://research.rug.nl/en/publications/7cd660a5-a34e-4b71-8eb4-f4304f46fa8f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Maciag, T T, van Amsterdam, K, Ballast, A, Cnossen, F & Struys, M M R F 2022, 'Machine learning in anesthesiology : Detecting adverse events in clinical practice', Health Informatics Journal, vol. 28, no. 3, pp. 1-13. https://doi.org/10.1177/14604582221112855","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:archive.ugent.be:8771984","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-8771984","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1741-2811","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:publications/7cd660a5-a34e-4b71-8eb4-f4304f46fa8f","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/7cd660a5-a34e-4b71-8eb4-f4304f46fa8f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Maciag, T T, van Amsterdam, K, Ballast, A, Cnossen, F & Struys, M M R F 2022, 'Machine learning in anesthesiology : Detecting adverse events in clinical practice', Health Informatics Journal, vol. 28, no. 3, pp. 1-13. https://doi.org/10.1177/14604582221112855","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:rug:oai:pure.rug.nl:publications/3e6fc9bd-6121-4ddf-9d9f-8e5560bca343","is_oa":false,"landing_page_url":"https://research.rug.nl/en/publications/3e6fc9bd-6121-4ddf-9d9f-8e5560bca343","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Health Informatics Journal, 28(3). SAGE Publications Inc.","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1177/14604582221112855","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582221112855","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1592009902","https://openalex.org/W1880611847","https://openalex.org/W1966653619","https://openalex.org/W1966745411","https://openalex.org/W1976526581","https://openalex.org/W2026234685","https://openalex.org/W2034548593","https://openalex.org/W2064675550","https://openalex.org/W2133564696","https://openalex.org/W2150519206","https://openalex.org/W2559655401","https://openalex.org/W2802314367","https://openalex.org/W2808701318","https://openalex.org/W2885185690","https://openalex.org/W2963271116","https://openalex.org/W2970939773","https://openalex.org/W3006079219","https://openalex.org/W4297814361"],"related_works":["https://openalex.org/W4380075502","https://openalex.org/W4223943233","https://openalex.org/W4312200629","https://openalex.org/W4360585206","https://openalex.org/W4364306694","https://openalex.org/W4380086463","https://openalex.org/W4220686584","https://openalex.org/W2480330148","https://openalex.org/W4246751904","https://openalex.org/W3192794374"],"abstract_inverted_index":{"The":[0,58],"credibility":[1],"of":[2,12,45,107],"threshold-based":[3],"alarms":[4,35],"in":[5,104],"anesthesia":[6,38],"monitors":[7],"is":[8,60],"low":[9],"and":[10,55,66,103],"most":[11],"the":[13,43,77,105],"warnings":[14],"they":[15],"produce":[16],"are":[17],"not":[18,89],"informative.":[19],"This":[20],"study":[21],"aims":[22],"to":[23,32,99],"show":[24,96],"that":[25,87],"Machine":[26],"Learning":[27],"techniques":[28],"have":[29],"a":[30,61,69,91],"potential":[31,113],"generate":[33],"meaningful":[34],"during":[36],"general":[37],"without":[39],"putting":[40],"constraints":[41],"on":[42],"type":[44],"procedure.":[46],"Two":[47],"distinct":[48],"approaches":[49],"were":[50],"tested":[51],"-":[52],"Complication":[53],"Detection":[54],"Anomaly":[56],"Detection.":[57],"former":[59],"generic":[62],"supervised":[63],"learning":[64],"problem":[65],"for":[67,114],"this":[68,97],"simple":[70],"feed-forward":[71],"Neural":[72],"Network":[73],"performed":[74],"best.":[75],"For":[76],"latter,":[78],"we":[79],"used":[80],"an":[81],"Encoder-Decoder":[82],"Long":[83],"Short-Term":[84],"Memory":[85],"architecture":[86],"does":[88],"require":[90],"large":[92],"manually-labeled":[93],"dataset.":[94],"We":[95],"approach":[98],"be":[100],"more":[101],"flexible":[102],"spirit":[106],"Explainable":[108],"Artificial":[109],"Intelligence,":[110],"offering":[111],"greater":[112],"future":[115],"improvement.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2025-10-10T00:00:00"}