{"id":"https://openalex.org/W4389937208","doi":"https://doi.org/10.1007/s44196-023-00374-8","title":"Convolution Neural Network Bidirectional Long Short-Term Memory for Heartbeat Arrhythmia Classification","display_name":"Convolution Neural Network Bidirectional Long Short-Term Memory for Heartbeat Arrhythmia Classification","publication_year":2023,"publication_date":"2023-12-19","ids":{"openalex":"https://openalex.org/W4389937208","doi":"https://doi.org/10.1007/s44196-023-00374-8"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-023-00374-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-023-00374-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-023-00374-8.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-023-00374-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022163394","display_name":"Rami S. Alkhawaldeh","orcid":"https://orcid.org/0000-0002-2413-7074"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Rami S. Alkhawaldeh","raw_affiliation_strings":["Department of Computer Information Systems, The University of Jordan, Aqaba, 77110, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, The University of Jordan, Aqaba, 77110, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062333606","display_name":"Bilal Al\u2010Ahmad","orcid":"https://orcid.org/0000-0002-1267-1026"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]},{"id":"https://openalex.org/I173963315","display_name":"St. Cloud State University","ror":"https://ror.org/016czhx14","country_code":"US","type":"education","lineage":["https://openalex.org/I173963315","https://openalex.org/I91221267"]}],"countries":["JO","US"],"is_corresponding":true,"raw_author_name":"Bilal Al-Ahmad","raw_affiliation_strings":["Department of Computer Information Systems, The University of Jordan, Aqaba, 77110, Jordan","Department of Computer Science and Information Technology, Saint Cloud State University, St Cloud, MN 56301, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, The University of Jordan, Aqaba, 77110, Jordan","institution_ids":["https://openalex.org/I114972647"]},{"raw_affiliation_string":"Department of Computer Science and Information Technology, Saint Cloud State University, St Cloud, MN 56301, USA","institution_ids":["https://openalex.org/I173963315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059829609","display_name":"Amel Ksibi","orcid":"https://orcid.org/0000-0001-6019-5960"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Amel Ksibi","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083013418","display_name":"Nazeeh Ghatasheh","orcid":"https://orcid.org/0000-0002-8000-0910"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Nazeeh Ghatasheh","raw_affiliation_strings":["Department of Information Technology, The University of Jordan, Aqaba, 77110, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, The University of Jordan, Aqaba, 77110, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081207794","display_name":"Evon Abu-Taieh","orcid":"https://orcid.org/0000-0002-6540-0334"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Evon M. Abu-Taieh","raw_affiliation_strings":["Department of Computer Information Systems, The University of Jordan, Aqaba, 77110, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, The University of Jordan, Aqaba, 77110, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035388255","display_name":"Ghadah Aldehim","orcid":"https://orcid.org/0000-0002-5511-8909"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Ghadah Aldehim","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037293810","display_name":"Manel Ayadi","orcid":"https://orcid.org/0000-0001-6786-5365"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Manel Ayadi","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019745137","display_name":"Samar M. Alkhawaldeh","orcid":"https://orcid.org/0000-0002-8914-9818"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Samar M. Alkhawaldeh","raw_affiliation_strings":["Department of Computer Information Systems, The University of Jordan, Aqaba, 77110, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, The University of Jordan, Aqaba, 77110, Jordan","institution_ids":["https://openalex.org/I114972647"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5019745137","https://openalex.org/A5022163394","https://openalex.org/A5035388255","https://openalex.org/A5037293810","https://openalex.org/A5059829609","https://openalex.org/A5062333606","https://openalex.org/A5081207794","https://openalex.org/A5083013418"],"corresponding_institution_ids":["https://openalex.org/I106778892","https://openalex.org/I114972647","https://openalex.org/I173963315"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":2.6751,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91818972,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"16","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9968000054359436,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heartbeat","display_name":"Heartbeat","score":0.7810272574424744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6953449249267578},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6431686282157898},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6283247470855713},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5828437805175781},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5324648022651672},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5280210375785828},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5270857214927673},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5165256857872009},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.4881211221218109},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45022979378700256},{"id":"https://openalex.org/keywords/cardiac-arrhythmia","display_name":"Cardiac arrhythmia","score":0.4122660160064697},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31181782484054565},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.278389573097229},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08169004321098328},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.07334163784980774}],"concepts":[{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.7810272574424744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6953449249267578},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6431686282157898},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6283247470855713},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5828437805175781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5324648022651672},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5280210375785828},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5270857214927673},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5165256857872009},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.4881211221218109},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45022979378700256},{"id":"https://openalex.org/C2988455589","wikidata":"https://www.wikidata.org/wiki/Q189331","display_name":"Cardiac arrhythmia","level":3,"score":0.4122660160064697},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31181782484054565},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.278389573097229},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08169004321098328},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.07334163784980774},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44196-023-00374-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-023-00374-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-023-00374-8.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2f19e281206d43bc9423727e5d93ce56","is_oa":true,"landing_page_url":"https://doaj.org/article/2f19e281206d43bc9423727e5d93ce56","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 16, Iss 1, Pp 1-13 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44196-023-00374-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-023-00374-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-023-00374-8.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G2053653470","display_name":null,"funder_award_id":"PNURSP","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G3826867841","display_name":null,"funder_award_id":"PNURSP2023R387","funder_id":"https://openalex.org/F4320337220","funder_display_name":"Deanship of Scientific Research, Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G4010074732","display_name":null,"funder_award_id":"Riyadh","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"}],"funders":[{"id":"https://openalex.org/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"},{"id":"https://openalex.org/F4320337220","display_name":"Deanship of Scientific Research, Princess Nourah Bint Abdulrahman University","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389937208.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W2798651459","https://openalex.org/W2962999711","https://openalex.org/W2969771517","https://openalex.org/W2972753962","https://openalex.org/W3039868745","https://openalex.org/W3106455851","https://openalex.org/W3195050085","https://openalex.org/W3205360679","https://openalex.org/W3207556990","https://openalex.org/W4200420731","https://openalex.org/W4212792396","https://openalex.org/W4220899222","https://openalex.org/W4224437668","https://openalex.org/W4282923918","https://openalex.org/W4283025591","https://openalex.org/W4293724690","https://openalex.org/W4296617823","https://openalex.org/W4307269155","https://openalex.org/W4309197269","https://openalex.org/W4310497728","https://openalex.org/W4313531666","https://openalex.org/W4313646859","https://openalex.org/W4313886486","https://openalex.org/W4317207624","https://openalex.org/W4317565146","https://openalex.org/W4362605452","https://openalex.org/W4376274089","https://openalex.org/W4383499675","https://openalex.org/W4386087594","https://openalex.org/W4387261661"],"related_works":["https://openalex.org/W4385543909","https://openalex.org/W3039320222","https://openalex.org/W3199640442","https://openalex.org/W1898280036","https://openalex.org/W2315807364","https://openalex.org/W2382278803","https://openalex.org/W2376695684","https://openalex.org/W2803040299","https://openalex.org/W4315629636","https://openalex.org/W4312996569"],"abstract_inverted_index":{"Abstract":[0],"Arrhythmia":[1,69,137],"is":[2,26,39,46,89],"a":[3,8,43,56,131,148],"heart":[4],"condition":[5],"that":[6,27,45],"poses":[7],"severe":[9,32],"threat":[10],"to":[11,41,97,134],"life":[12],"and":[13,49,77,95,113],"requires":[14],"prompt":[15],"medical":[16],"attention.":[17],"One":[18],"of":[19,36,116,123,154],"the":[20,73,79,83,106,120,128,143],"challenges":[21],"in":[22,82,151],"detecting":[23,158],"arrhythmias":[24],"accurately":[25,157],"incorrect":[28],"diagnoses":[29],"can":[30],"have":[31],"consequences.":[33],"In":[34,51],"light":[35],"this,":[37],"it":[38],"critical":[40],"develop":[42],"solution":[44],"both":[47],"effective":[48],"reliable.":[50],"this":[52],"study,":[53],"we":[54],"propose":[55],"residual":[57],"Convolution":[58],"Neural":[59],"Network":[60],"Bidirectional":[61],"Long":[62],"Short-Term":[63],"Memory":[64],"(DeepResidualBiLSTM)":[65],"model":[66,88,129],"for":[67,156],"classifying":[68],"types,":[70],"which":[71],"addresses":[72],"vanishing":[74],"gradient":[75],"problem":[76],"captures":[78],"relevant":[80],"features":[81,100],"signals\u2019":[84],"long":[85],"dependencies.":[86],"The":[87],"characterized":[90],"by":[91],"its":[92],"simplicity,":[93],"stability,":[94],"ability":[96,133],"extract":[98],"meaningful":[99],"effectively.":[101],"Using":[102],"two":[103],"well-known":[104],"datasets,":[105],"experimental":[107],"results":[108],"demonstrate":[109],"exceptional":[110],"accuracy,":[111],"precision,":[112],"recall":[114],"values":[115],"approximately":[117],"99.4%":[118],"at":[119],"early":[121],"stage":[122],"20":[124],"epoch":[125],"training.":[126],"Furthermore,":[127],"demonstrates":[130],"remarkable":[132],"discriminate":[135],"between":[136],"classes":[138],"under":[139],"varying":[140],"thresholds":[141],"using":[142],"ROC":[144],"curve":[145],"metric,":[146],"with":[147],"high":[149],"value,":[150],"most":[152],"cases,":[153],"100%":[155],"positive":[159],"cases.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
