{"id":"https://openalex.org/W2992009386","doi":"https://doi.org/10.3390/e21121203","title":"A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation","display_name":"A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation","publication_year":2019,"publication_date":"2019-12-07","ids":{"openalex":"https://openalex.org/W2992009386","doi":"https://doi.org/10.3390/e21121203","mag":"2992009386"},"language":"en","primary_location":{"id":"doi:10.3390/e21121203","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e21121203","pdf_url":"https://www.mdpi.com/1099-4300/21/12/1203/pdf?version=1575708500","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/21/12/1203/pdf?version=1575708500","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084954866","display_name":"F\u00e1bio Mendon\u00e7a","orcid":"https://orcid.org/0000-0002-5107-3248"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I2799601376","display_name":"Madeira Tecnopolo","ror":"https://ror.org/02fky0856","country_code":"PT","type":"archive","lineage":["https://openalex.org/I2799601376"]},{"id":"https://openalex.org/I4387152454","display_name":"Instituto de Tecnologias Interativas","ror":"https://ror.org/011ewyt41","country_code":null,"type":"facility","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152454"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"F\u00e1bio Mendon\u00e7a","raw_affiliation_strings":["Instituto Superior T\u00e9cnico, University of Lisbon, 1049-001 Lisbon, Portugal","Madeira Interactive Technologies Institute (ITI/Larsys/M-ITI), 9020-105 Funchal, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-5107-3248","affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico, University of Lisbon, 1049-001 Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"Madeira Interactive Technologies Institute (ITI/Larsys/M-ITI), 9020-105 Funchal, Portugal","institution_ids":["https://openalex.org/I2799601376","https://openalex.org/I4387152454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053338142","display_name":"Sheikh Shanawaz Mostafa","orcid":"https://orcid.org/0000-0002-7677-0971"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I2799601376","display_name":"Madeira Tecnopolo","ror":"https://ror.org/02fky0856","country_code":"PT","type":"archive","lineage":["https://openalex.org/I2799601376"]},{"id":"https://openalex.org/I4387152454","display_name":"Instituto de Tecnologias Interativas","ror":"https://ror.org/011ewyt41","country_code":null,"type":"facility","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152454"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sheikh Shanawaz Mostafa","raw_affiliation_strings":["Instituto Superior T\u00e9cnico, University of Lisbon, 1049-001 Lisbon, Portugal","Madeira Interactive Technologies Institute (ITI/Larsys/M-ITI), 9020-105 Funchal, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-7677-0971","affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico, University of Lisbon, 1049-001 Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"Madeira Interactive Technologies Institute (ITI/Larsys/M-ITI), 9020-105 Funchal, Portugal","institution_ids":["https://openalex.org/I2799601376","https://openalex.org/I4387152454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083968722","display_name":"Fernando Morgado\u2010Dias","orcid":"https://orcid.org/0000-0001-7334-3993"},"institutions":[{"id":"https://openalex.org/I2799601376","display_name":"Madeira Tecnopolo","ror":"https://ror.org/02fky0856","country_code":"PT","type":"archive","lineage":["https://openalex.org/I2799601376"]},{"id":"https://openalex.org/I4387152454","display_name":"Instituto de Tecnologias Interativas","ror":"https://ror.org/011ewyt41","country_code":null,"type":"facility","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152454"]},{"id":"https://openalex.org/I58028834","display_name":"Universidade da Madeira","ror":"https://ror.org/0442zbe52","country_code":"PT","type":"education","lineage":["https://openalex.org/I58028834"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Fernando Morgado-Dias","raw_affiliation_strings":["Faculty of Exact Sciences and Engineering, University of Madeira, 9000-082 Funchal, Portugal","Madeira Interactive Technologies Institute (ITI/Larsys/M-ITI), 9020-105 Funchal, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-7334-3993","affiliations":[{"raw_affiliation_string":"Faculty of Exact Sciences and Engineering, University of Madeira, 9000-082 Funchal, Portugal","institution_ids":["https://openalex.org/I58028834"]},{"raw_affiliation_string":"Madeira Interactive Technologies Institute (ITI/Larsys/M-ITI), 9020-105 Funchal, Portugal","institution_ids":["https://openalex.org/I2799601376","https://openalex.org/I4387152454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046020340","display_name":"Antonio G. Ravelo\u2010Garc\u00eda","orcid":"https://orcid.org/0000-0002-8512-965X"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio G. Ravelo-Garc\u00eda","raw_affiliation_strings":["Institute for Technological Development and Innovation in Communications, Universidad de Las Palmas de Gran Canaria, 35001 Las Palmas de Gran Canaria, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8512-965X","affiliations":[{"raw_affiliation_string":"Institute for Technological Development and Innovation in Communications, Universidad de Las Palmas de Gran Canaria, 35001 Las Palmas de Gran Canaria, Spain","institution_ids":["https://openalex.org/I119635470"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084954866"],"corresponding_institution_ids":["https://openalex.org/I141596103","https://openalex.org/I2799601376","https://openalex.org/I4387152454"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":0.8416,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.7087545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"21","issue":"12","first_page":"1203","last_page":"1203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9955999851226807,"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/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/computer-science","display_name":"Computer science","score":0.6431351900100708},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.6396925449371338},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5900333523750305},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5600113272666931},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5324802398681641},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5151675939559937},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.48720186948776245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.467542827129364},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4547036588191986},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4349077343940735},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.36862099170684814},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32548075914382935},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23034268617630005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6431351900100708},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.6396925449371338},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5900333523750305},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5600113272666931},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5324802398681641},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5151675939559937},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.48720186948776245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.467542827129364},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4547036588191986},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4349077343940735},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.36862099170684814},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32548075914382935},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23034268617630005},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e21121203","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e21121203","pdf_url":"https://www.mdpi.com/1099-4300/21/12/1203/pdf?version=1575708500","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7514548","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7514548","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:accedacris.ulpgc.es:10553/71930","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/71930","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119635470","host_organization_name":"Universidad de Las Palmas de Gran Canaria","host_organization_lineage":["https://openalex.org/I119635470"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy [ISSN 1099-4300], v. 21 (12), 1203, (Diciembre 2019)","raw_type":"info:eu-repo/semantics/Article"},{"id":"pmh:oai:digituma.uma.pt:10400.13/5550","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.13/5550","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:mdpi.com:/1099-4300/21/12/1203/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e21121203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e21121203","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e21121203","pdf_url":"https://www.mdpi.com/1099-4300/21/12/1203/pdf?version=1575708500","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2992009386.pdf"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1487742012","https://openalex.org/W1490717308","https://openalex.org/W1607271942","https://openalex.org/W1722592449","https://openalex.org/W1951913997","https://openalex.org/W1971822597","https://openalex.org/W1975128774","https://openalex.org/W1981156516","https://openalex.org/W1995187814","https://openalex.org/W1998532378","https://openalex.org/W2009633108","https://openalex.org/W2019552136","https://openalex.org/W2024919601","https://openalex.org/W2025008455","https://openalex.org/W2036249705","https://openalex.org/W2041744947","https://openalex.org/W2045331387","https://openalex.org/W2064675550","https://openalex.org/W2074677039","https://openalex.org/W2074772891","https://openalex.org/W2075658120","https://openalex.org/W2079505181","https://openalex.org/W2088862225","https://openalex.org/W2092926517","https://openalex.org/W2117296910","https://openalex.org/W2145216294","https://openalex.org/W2146502635","https://openalex.org/W2157331557","https://openalex.org/W2158698691","https://openalex.org/W2162800060","https://openalex.org/W2294430897","https://openalex.org/W2402965597","https://openalex.org/W2536451065","https://openalex.org/W2556138177","https://openalex.org/W2559959364","https://openalex.org/W2604451232","https://openalex.org/W2624413595","https://openalex.org/W2738642287","https://openalex.org/W2765228684","https://openalex.org/W2788681332","https://openalex.org/W2795657619","https://openalex.org/W2804463487","https://openalex.org/W2900527574","https://openalex.org/W2902644357","https://openalex.org/W2905566041","https://openalex.org/W2913221914","https://openalex.org/W2915346629","https://openalex.org/W2915640870","https://openalex.org/W2915893085","https://openalex.org/W2950635152","https://openalex.org/W2967756208","https://openalex.org/W2979504178","https://openalex.org/W4302587181","https://openalex.org/W6678788304","https://openalex.org/W6681435938","https://openalex.org/W6739879593","https://openalex.org/W6741730895","https://openalex.org/W6751481886","https://openalex.org/W7008209165"],"related_works":["https://openalex.org/W4225394202","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W4385649027","https://openalex.org/W3032952384","https://openalex.org/W3034302643","https://openalex.org/W1847088711","https://openalex.org/W3036642985","https://openalex.org/W2964335273","https://openalex.org/W1889624880"],"abstract_inverted_index":{"Quality":[0],"of":[1,19,31,43,47,74,197,210,216],"sleep":[2,32],"can":[3],"be":[4,28],"assessed":[5],"by":[6,79],"analyzing":[7,80],"the":[8,75,81,117,127,131,136,148,173,179,194,198,207,214,217],"cyclic":[9,76,118,174],"alternating":[10,77,119,175],"pattern,":[11],"a":[12,29,40,51,65,167],"long-lasting":[13],"periodic":[14],"activity":[15],"that":[16,56,126],"is":[17,25,57,192],"composed":[18],"two":[20,90],"alternate":[21],"electroencephalogram":[22,49,85],"patterns,":[23],"which":[24,112],"considered":[26],"to":[27,59,110,166,171],"marker":[30],"instability.":[33],"Experts":[34],"usually":[35],"score":[36],"this":[37],"pattern":[38,78,120,176],"through":[39],"visual":[41],"examination":[42],"each":[44],"one-second":[45],"epoch":[46],"an":[48,140],"signal,":[50],"repetitive":[52],"and":[53,96,100,108,145,158,178,186,203],"time-consuming":[54],"task":[55],"prone":[58],"errors.":[60],"To":[61],"address":[62],"these":[63],"issues,":[64],"home":[66],"monitoring":[67],"device":[68,218],"was":[69,113,124],"developed":[70,107,219],"for":[71,116,220],"automatic":[72],"scoring":[73],"signal":[82],"from":[83],"one":[84,101],"derivation.":[86],"Three":[87],"classifiers,":[88],"specifically,":[89],"recurrent":[91,98],"networks":[92],"(long":[93],"short-term":[94,133],"memory":[95,134],"gated":[97],"unit)":[99],"one-dimension":[102],"convolutional":[103],"neural":[104],"network,":[105],"were":[106,163,182],"tested":[109],"determine":[111,172],"more":[114],"suitable":[115],"phase\u2019s":[121],"classification.":[122],"It":[123],"verified":[125],"network":[128],"based":[129],"on":[130],"long":[132],"attained":[135],"best":[137],"results":[138],"with":[139],"average":[141],"accuracy,":[142],"sensitivity,":[143],"specificity":[144],"area":[146],"under":[147],"receiver":[149],"operating":[150],"characteristic":[151],"curve":[152],"of,":[153],"respectively,":[154],"76%,":[155,183],"75%,":[156],"77%":[157],"0.752.":[159],"The":[160,189],"classified":[161],"epochs":[162],"then":[164],"fed":[165],"finite":[168],"state":[169],"machine":[170],"cycles":[177],"performance":[180,190],"metrics":[181],"71%,":[184],"84%":[185],"0.778,":[187],"respectively.":[188],"achieved":[191],"in":[193],"higher":[195,205],"bound":[196],"experts\u2019":[199],"expected":[200],"agreement":[201,209],"range":[202],"considerably":[204],"than":[206],"inter-scorer":[208],"multiple":[211],"experts,":[212],"implying":[213],"usability":[215],"clinical":[221],"analysis.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}
