{"id":"https://openalex.org/W3170255072","doi":"https://doi.org/10.1109/ner49283.2021.9441458","title":"Decoding Resting-state EEG to Predict Visual Field Defect with Convolutional Neural Network in Stroke","display_name":"Decoding Resting-state EEG to Predict Visual Field Defect with Convolutional Neural Network in Stroke","publication_year":2021,"publication_date":"2021-05-04","ids":{"openalex":"https://openalex.org/W3170255072","doi":"https://doi.org/10.1109/ner49283.2021.9441458","mag":"3170255072"},"language":"en","primary_location":{"id":"doi:10.1109/ner49283.2021.9441458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner49283.2021.9441458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-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/A5079474815","display_name":"Jiahua Xu","orcid":"https://orcid.org/0000-0003-3672-373X"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jiahua. Xu","raw_affiliation_strings":["Medical Faculty, The institute for Medical Psychology, Otto-von-Guericke-University, Germany"],"affiliations":[{"raw_affiliation_string":"Medical Faculty, The institute for Medical Psychology, Otto-von-Guericke-University, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101409712","display_name":"Zheng Wu","orcid":"https://orcid.org/0000-0003-4207-3657"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zheng. Wu","raw_affiliation_strings":["Medical Faculty, The institute for Medical Psychology, Otto-von-Guericke-University, Germany"],"affiliations":[{"raw_affiliation_string":"Medical Faculty, The institute for Medical Psychology, Otto-von-Guericke-University, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075663234","display_name":"Andreas N\u00fcrnberger","orcid":"https://orcid.org/0000-0003-4311-0624"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Nurnberger","raw_affiliation_strings":["Faculty of Computer Science, Otto-von-Guericke-University, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Otto-von-Guericke-University, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091495583","display_name":"Bernhard A. Sabel","orcid":"https://orcid.org/0000-0002-4472-5543"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernhard A. Sabel","raw_affiliation_strings":["Medical Faculty, The institute for Medical Psychology, Otto-von-Guericke-University, Germany"],"affiliations":[{"raw_affiliation_string":"Medical Faculty, The institute for Medical Psychology, Otto-von-Guericke-University, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079474815"],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":null,"apc_paid":null,"fwci":0.2331,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.47865116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"807","last_page":"810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9993000030517578,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9993000030517578,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991999864578247,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7592335939407349},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6916529536247253},{"id":"https://openalex.org/keywords/visual-field","display_name":"Visual field","score":0.6915888786315918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5739333033561707},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5208376049995422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5159881114959717},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.508571982383728},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4890352189540863},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.44654303789138794},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4079743027687073},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.33747684955596924},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29247331619262695},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0957326591014862}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7592335939407349},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6916529536247253},{"id":"https://openalex.org/C2776058522","wikidata":"https://www.wikidata.org/wiki/Q2364768","display_name":"Visual field","level":2,"score":0.6915888786315918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5739333033561707},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5208376049995422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5159881114959717},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.508571982383728},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4890352189540863},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.44654303789138794},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4079743027687073},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.33747684955596924},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29247331619262695},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0957326591014862},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ner49283.2021.9441458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner49283.2021.9441458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G7430535928","display_name":null,"funder_award_id":"01EW1210","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320321545","display_name":"China Sponsorship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320335829","display_name":"Otto von Guericke University Magdeburg","ror":"https://ror.org/00ggpsq73"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2063422341","https://openalex.org/W2066607132","https://openalex.org/W2077491345","https://openalex.org/W2166073443","https://openalex.org/W2605654238","https://openalex.org/W2796421769","https://openalex.org/W2949449467","https://openalex.org/W2964121744","https://openalex.org/W2977922008","https://openalex.org/W3037488700","https://openalex.org/W4211070880"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W2130428257","https://openalex.org/W200322357","https://openalex.org/W4308951944","https://openalex.org/W4383566813","https://openalex.org/W4230045434","https://openalex.org/W4293226380","https://openalex.org/W2988848585","https://openalex.org/W4312960290","https://openalex.org/W4233722919"],"abstract_inverted_index":{"Stroke":[0],"is":[1,40],"one":[2],"of":[3,7,14,62,65,141],"the":[4,63,98,106,119,124,139],"leading":[5],"factors":[6],"human":[8],"being's":[9],"death":[10],"and":[11,36,79,91,134,147],"disability.":[12],"One-third":[13],"stroke":[15,35],"patients":[16],"may":[17],"suffer":[18],"partial":[19],"visual":[20,37,50,66,99,115],"field":[21,38,51,100,116],"loss":[22],"in":[23],"both":[24,132],"eyes.":[25],"The":[26,71,102],"relationship":[27],"between":[28],"brain":[29,92],"oscillation":[30],"after":[31,68],"a":[32,59,69,84,111],"unilateral":[33],"occipital":[34],"defect":[39],"worth":[41],"investigating.":[42],"Decoding":[43],"resting-state":[44],"Electroencephalography":[45],"(EEG)":[46],"to":[47,96,127],"predict":[48,97],"patients'":[49],"distribution":[52],"could":[53,73],"be":[54,74,128],"an":[55],"essential":[56],"reference":[57],"for":[58,76,131,144],"better":[60],"understanding":[61],"compensation":[64],"functions":[67],"stroke.":[70],"result":[72],"beneficial":[75],"clinical":[77],"diagnostics":[78],"treatment.":[80],"This":[81],"paper":[82],"proposed":[83],"frequency":[85,107],"spectrum-based":[86,108],"2D":[87],"convolutional":[88],"neural":[89],"network(CNN)":[90],"connectivity-based":[93,120],"3DCNN":[94,121],"model":[95],"defect.":[101],"results":[103],"show":[104],"that":[105],"2DCNN":[109],"achieved":[110],"higher":[112],"accuracy":[113],"on":[114],"location":[117],"than":[118],"model.":[122],"Simultaneously,":[123],"percentage":[125],"seems":[126],"not":[129],"predictable":[130],"domains,":[133],"therefore":[135],"we":[136],"also":[137],"explored":[138],"patterns":[140],"electrophysiological":[142],"data":[143],"feature":[145],"visualization":[146],"interpretation.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}