{"id":"https://openalex.org/W3090611074","doi":"https://doi.org/10.1109/access.2020.3028182","title":"EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network","display_name":"EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3090611074","doi":"https://doi.org/10.1109/access.2020.3028182","mag":"3090611074"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3028182","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09210487.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09210487.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067603006","display_name":"Saadullah Farooq Abbasi","orcid":"https://orcid.org/0000-0001-9814-3023"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Saadullah Farooq Abbasi","raw_affiliation_strings":["Center for Intelligent Medical Electronics, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100754273","display_name":"Jawad Ahmad","orcid":"https://orcid.org/0000-0001-6289-8248"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jawad Ahmad","raw_affiliation_strings":["School of Computing, Edinburgh Napier University, Edinburgh, U.K."],"affiliations":[{"raw_affiliation_string":"School of Computing, Edinburgh Napier University, Edinburgh, U.K.","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019898978","display_name":"Ahsen Tahir","orcid":"https://orcid.org/0000-0001-8247-9390"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]},{"id":"https://openalex.org/I195939026","display_name":"Glasgow Caledonian University","ror":"https://ror.org/03dvm1235","country_code":"GB","type":"education","lineage":["https://openalex.org/I195939026"]}],"countries":["GB","PK"],"is_corresponding":false,"raw_author_name":"Ahsen Tahir","raw_affiliation_strings":["School of Computing, Engineering, and Built Environment, Glasgow Caledonian University, Glasgow, U.K.","University of Engineering and Technology at Lahore, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology at Lahore, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]},{"raw_affiliation_string":"School of Computing, Engineering, and Built Environment, Glasgow Caledonian University, Glasgow, U.K.","institution_ids":["https://openalex.org/I195939026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102017581","display_name":"Muhammad Awais","orcid":"https://orcid.org/0000-0001-8113-9693"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Awais","raw_affiliation_strings":["Center for Intelligent Medical Electronics, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418370","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0001-7587-3314"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Center for Intelligent Medical Electronics, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107984921","display_name":"Muhammad Irfan","orcid":"https://orcid.org/0000-0002-1066-3604"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Irfan","raw_affiliation_strings":["Center for Intelligent Medical Electronics, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038120348","display_name":"Hafiza Ayesha Siddiqa","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hafiza Ayesha Siddiqa","raw_affiliation_strings":["Center for Intelligent Medical Electronics, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039947352","display_name":"Abu Bakar Waqas","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Abu Bakar Waqas","raw_affiliation_strings":["Center for Intelligent Medical Electronics, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068231985","display_name":"Xi Long","orcid":"https://orcid.org/0000-0001-9505-1270"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Xi Long","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013429482","display_name":"Bin Yin","orcid":"https://orcid.org/0000-0001-9612-2376"},"institutions":[{"id":"https://openalex.org/I4210086647","display_name":"Philips (China)","ror":"https://ror.org/001tk4253","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210086647","https://openalex.org/I4210122849"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Yin","raw_affiliation_strings":["Philips Research, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Philips Research, Shanghai, China","institution_ids":["https://openalex.org/I4210086647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035606926","display_name":"Saeed Akbarzadeh","orcid":"https://orcid.org/0000-0001-6750-7971"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Saeed Akbarzadeh","raw_affiliation_strings":["Center for Intelligent Medical Electronics, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070522623","display_name":"Chunmei Lu","orcid":"https://orcid.org/0000-0002-3367-7312"},"institutions":[{"id":"https://openalex.org/I4210159329","display_name":"Children's Hospital of Fudan University","ror":"https://ror.org/05n13be63","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159329"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunmei Lu","raw_affiliation_strings":["Children's Hospital of Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Children's Hospital of Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210159329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076140952","display_name":"Laishuan Wang","orcid":"https://orcid.org/0000-0002-4126-0701"},"institutions":[{"id":"https://openalex.org/I4210159329","display_name":"Children's Hospital of Fudan University","ror":"https://ror.org/05n13be63","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159329"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laishuan Wang","raw_affiliation_strings":["Children's Hospital of Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Children's Hospital of Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210159329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100344582","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0003-3720-718X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","Human Phenome Institute, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Human Phenome Institute, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institution_assertions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850,"provenance":"doaj"},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850,"provenance":"doaj"},"fwci":2.884,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":46,"citation_normalized_percentile":{"value":0.74315,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"183025","last_page":"183034"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997,"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":0.9997,"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9993,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9919,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6282602},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5234429},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep","score":0.50904745},{"id":"https://openalex.org/keywords/kappa","display_name":"Kappa","score":0.4424556},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.4204116}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8099034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.67504495},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6282602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6128766},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6122764},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5399433},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5234429},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.50904745},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.46700892},{"id":"https://openalex.org/C2778724333","wikidata":"https://www.wikidata.org/wiki/Q14401","display_name":"Kappa","level":2,"score":0.4424556},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.4204116},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4196245},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.2395258},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14292017},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10276368},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08740887},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3028182","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09210487.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/d91922f5ffec4c74b4f2f6b88e9a2cd4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/2696656","pdf_url":"https://www.napier.ac.uk/-/media/worktribe/output-2696656/eeg-based-neonatal-sleep-wake-classification-using-multilayer-perceptron-neural-network.ashx","source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":["Edinburgh Napier University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://napier-surface.worktribe.com/2696656/1/EEG-Based%20Neonatal%20Sleep-Wake%20Classification%20Using%20Multilayer%20Perceptron%20Neural%20Network","pdf_url":"https://napier-repository.worktribe.com/preview/2696686/09210487.pdf","source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":["Edinburgh Napier University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://napier-repository.worktribe.com/file/2696656/1/EEG-Based%20Neonatal%20Sleep-Wake%20Classification%20Using%20Multilayer%20Perceptron%20Neural%20Network","pdf_url":"https://napier-repository.worktribe.com/file/2696656/1/EEG-Based%20Neonatal%20Sleep-Wake%20Classification%20Using%20Multilayer%20Perceptron%20Neural%20Network","source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":["Edinburgh Napier University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3028182","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09210487.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":43,"referenced_works":["https://openalex.org/W1966262416","https://openalex.org/W1980553000","https://openalex.org/W1990102956","https://openalex.org/W1993357172","https://openalex.org/W1996369579","https://openalex.org/W2012506627","https://openalex.org/W2017265687","https://openalex.org/W2017689092","https://openalex.org/W2019378382","https://openalex.org/W2026046538","https://openalex.org/W2028054236","https://openalex.org/W2029520770","https://openalex.org/W2062439387","https://openalex.org/W2081895431","https://openalex.org/W2083185671","https://openalex.org/W2103496339","https://openalex.org/W2107885148","https://openalex.org/W2111910994","https://openalex.org/W2114603675","https://openalex.org/W2135159101","https://openalex.org/W2151669809","https://openalex.org/W2162002928","https://openalex.org/W2320406861","https://openalex.org/W2328743318","https://openalex.org/W2482168716","https://openalex.org/W2501691347","https://openalex.org/W2518845577","https://openalex.org/W2589719932","https://openalex.org/W2595353633","https://openalex.org/W2739093060","https://openalex.org/W2759717405","https://openalex.org/W2762044763","https://openalex.org/W2766155903","https://openalex.org/W2790486743","https://openalex.org/W2793410326","https://openalex.org/W2805033630","https://openalex.org/W2857512569","https://openalex.org/W2908603469","https://openalex.org/W2968632081","https://openalex.org/W2977759318","https://openalex.org/W2985790470","https://openalex.org/W3013988936","https://openalex.org/W3138749529"],"related_works":["https://openalex.org/W89844371","https://openalex.org/W4308561096","https://openalex.org/W4286643620","https://openalex.org/W3200508116","https://openalex.org/W3121188996","https://openalex.org/W2523437662","https://openalex.org/W2136162213","https://openalex.org/W2085842814","https://openalex.org/W2076543106","https://openalex.org/W2019891950"],"abstract_inverted_index":{"Objective:":[0],"Classification":[1],"of":[2,39,46,72,81],"sleep-wake":[3,27,90,126],"states":[4,28],"using":[5,29],"multichannel":[6,30],"electroencephalography":[7],"(EEG)":[8],"data":[9],"that":[10],"reliably":[11],"work":[12,58],"for":[13,125],"neonates.":[14],"Methods:":[15],"A":[16],"deep":[17],"multilayer":[18],"perceptron":[19],"(MLP)":[20],"neural":[21],"network":[22,50,97],"is":[23,107,121],"developed":[24],"to":[25,57,116,119],"classify":[26],"bipolar":[31],"EEG":[32,70],"signals,":[33],"which":[34],"takes":[35],"an":[36],"input":[37],"vector":[38],"size":[40],"108":[41],"containing":[42],"the":[43,68,96,100,122],"joint":[44],"features":[45],"9":[47],"channels.":[48],"The":[49,109],"avoids":[51],"any":[52],"post-processing":[53],"step":[54],"in":[55],"order":[56],"as":[59],"a":[60],"full-fledged":[61],"real-time":[62],"application.":[63],"For":[64,89],"training":[65],"and":[66,99],"testing":[67],"model,":[69],"recordings":[71],"3525":[73],"30-second":[74],"segments":[75],"from":[76],"19":[77],"neonates":[78],"(postmenstrual":[79],"age":[80],"37":[82],"\u00b1":[83],"05":[84],"weeks)":[85],"are":[86],"used.":[87],"Results:":[88],"classification,":[91],"mean":[92,111],"Cohen's":[93],"kappa":[94],"between":[95],"estimate":[98],"ground":[101],"truth":[102],"annotation":[103],"by":[104],"human":[105],"experts":[106],"0.62.":[108],"maximum":[110],"accuracy":[112,124],"can":[113],"reach":[114],"up":[115],"83%":[117],"which,":[118],"date,":[120],"highest":[123],"classification.":[127]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3090611074","counts_by_year":[{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7}],"updated_date":"2024-12-29T14:06:48.296512","created_date":"2020-10-08"}