{"id":"https://openalex.org/W4281997030","doi":"https://doi.org/10.1007/s12559-022-10033-3","title":"Efficient Deep Neural Networks for Classification of Alzheimer\u2019s Disease and Mild Cognitive Impairment from Scalp EEG Recordings","display_name":"Efficient Deep Neural Networks for Classification of Alzheimer\u2019s Disease and Mild Cognitive Impairment from Scalp EEG Recordings","publication_year":2022,"publication_date":"2022-06-06","ids":{"openalex":"https://openalex.org/W4281997030","doi":"https://doi.org/10.1007/s12559-022-10033-3"},"language":"en","primary_location":{"id":"doi:10.1007/s12559-022-10033-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-022-10033-3","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041674557","display_name":"Saman Fouladi","orcid":"https://orcid.org/0000-0003-3367-4952"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Saman Fouladi","raw_affiliation_strings":["Department of Medical Informatics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069159040","display_name":"Ali Safaei","orcid":"https://orcid.org/0000-0001-8718-6650"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali A. Safaei","raw_affiliation_strings":["Department of Medical Informatics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056605266","display_name":"Nadia Mammone","orcid":"https://orcid.org/0000-0003-4962-3500"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nadia Mammone","raw_affiliation_strings":["DICEAM Department, Mediterranea University of Reggio Calabria, Via Graziella, Feo di Vito, Reggio Calabria, 89122, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DICEAM Department, Mediterranea University of Reggio Calabria, Via Graziella, Feo di Vito, Reggio Calabria, 89122, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067238434","display_name":"Foad Ghaderi","orcid":"https://orcid.org/0000-0002-0663-9919"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Foad Ghaderi","raw_affiliation_strings":["Human-Computer Interaction Lab, Electrical and Computer Engineering Department, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Lab, Electrical and Computer Engineering Department, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050987605","display_name":"M. J. Ebadi","orcid":"https://orcid.org/0000-0002-1324-6953"},"institutions":[{"id":"https://openalex.org/I4210096424","display_name":"Chabahar Maritime University","ror":"https://ror.org/00rs50b76","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210096424"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"M. J. Ebadi","raw_affiliation_strings":["Department of Mathematics, Chabahar Maritime University, Chabahar, Iran"],"raw_orcid":"https://orcid.org/0000-0002-1324-6953","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Chabahar Maritime University, Chabahar, Iran","institution_ids":["https://openalex.org/I4210096424"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050987605"],"corresponding_institution_ids":["https://openalex.org/I4210096424"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":9.9818,"has_fulltext":false,"cited_by_count":117,"citation_normalized_percentile":{"value":0.99103128,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"14","issue":"4","first_page":"1247","last_page":"1268"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9943000078201294,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.98580002784729,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8308782577514648},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.815707802772522},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7038254141807556},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6653326153755188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6550854444503784},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6336509585380554},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.625912070274353},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.4908362030982971},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4837231934070587},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4158233404159546},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38919827342033386},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1862247884273529},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15637516975402832}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8308782577514648},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.815707802772522},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7038254141807556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6653326153755188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6550854444503784},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6336509585380554},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.625912070274353},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.4908362030982971},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4837231934070587},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4158233404159546},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38919827342033386},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1862247884273529},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15637516975402832}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12559-022-10033-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-022-10033-3","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":97,"referenced_works":["https://openalex.org/W66427752","https://openalex.org/W1514455931","https://openalex.org/W1535448720","https://openalex.org/W1770177499","https://openalex.org/W1963487177","https://openalex.org/W1968464138","https://openalex.org/W1970902974","https://openalex.org/W1974874858","https://openalex.org/W1975277950","https://openalex.org/W1976193075","https://openalex.org/W1984828228","https://openalex.org/W2000548777","https://openalex.org/W2003411213","https://openalex.org/W2004641611","https://openalex.org/W2021970732","https://openalex.org/W2028513246","https://openalex.org/W2034697419","https://openalex.org/W2044425149","https://openalex.org/W2049863994","https://openalex.org/W2079810998","https://openalex.org/W2081700482","https://openalex.org/W2081895431","https://openalex.org/W2082893943","https://openalex.org/W2083062762","https://openalex.org/W2086482881","https://openalex.org/W2092634008","https://openalex.org/W2092926313","https://openalex.org/W2098844365","https://openalex.org/W2100470503","https://openalex.org/W2104149879","https://openalex.org/W2115854344","https://openalex.org/W2125838338","https://openalex.org/W2126598020","https://openalex.org/W2130564763","https://openalex.org/W2132549764","https://openalex.org/W2135028448","https://openalex.org/W2135454142","https://openalex.org/W2146744682","https://openalex.org/W2148068496","https://openalex.org/W2152592639","https://openalex.org/W2154421185","https://openalex.org/W2156655423","https://openalex.org/W2159318219","https://openalex.org/W2165810317","https://openalex.org/W2345463153","https://openalex.org/W2469941224","https://openalex.org/W2545363102","https://openalex.org/W2551054676","https://openalex.org/W2586334933","https://openalex.org/W2610332124","https://openalex.org/W2748217759","https://openalex.org/W2765813195","https://openalex.org/W2768956845","https://openalex.org/W2780732598","https://openalex.org/W2794345050","https://openalex.org/W2801752756","https://openalex.org/W2809871705","https://openalex.org/W2884166952","https://openalex.org/W2894895904","https://openalex.org/W2961781676","https://openalex.org/W3017210109","https://openalex.org/W3090295074","https://openalex.org/W3091780972","https://openalex.org/W3091860120","https://openalex.org/W3092589772","https://openalex.org/W3102185977","https://openalex.org/W3110389173","https://openalex.org/W3119703189","https://openalex.org/W3155641141","https://openalex.org/W3167203677","https://openalex.org/W3183368659","https://openalex.org/W3185071634","https://openalex.org/W3206580035","https://openalex.org/W3206678152","https://openalex.org/W3206738455","https://openalex.org/W3208537386","https://openalex.org/W3212684309","https://openalex.org/W3216778633","https://openalex.org/W4200429880","https://openalex.org/W4205244628","https://openalex.org/W4205403792","https://openalex.org/W4205614991","https://openalex.org/W4205740052","https://openalex.org/W4206477528","https://openalex.org/W4206993905","https://openalex.org/W4210570407","https://openalex.org/W4210646500","https://openalex.org/W4210665120","https://openalex.org/W4210868295","https://openalex.org/W4210880810","https://openalex.org/W4212778923","https://openalex.org/W4214484023","https://openalex.org/W4214562206","https://openalex.org/W4214584304","https://openalex.org/W4236619680","https://openalex.org/W4241980845","https://openalex.org/W4252670313"],"related_works":["https://openalex.org/W2159052453","https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2752972570","https://openalex.org/W4297051394","https://openalex.org/W2734887215","https://openalex.org/W2803255133","https://openalex.org/W2909431601","https://openalex.org/W4294770367"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":20},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":35},{"year":2022,"cited_by_count":7}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}