{"id":"https://openalex.org/W3125981999","doi":"https://doi.org/10.1109/icast51195.2020.9319477","title":"MwoA auxiliary diagnosis using 3D convolutional neural network","display_name":"MwoA auxiliary diagnosis using 3D convolutional neural network","publication_year":2020,"publication_date":"2020-12-07","ids":{"openalex":"https://openalex.org/W3125981999","doi":"https://doi.org/10.1109/icast51195.2020.9319477","mag":"3125981999"},"language":"en","primary_location":{"id":"doi:10.1109/icast51195.2020.9319477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icast51195.2020.9319477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Awareness Science and Technology (iCAST)","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/A5100331094","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0002-9851-6376"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210150411","display_name":"Shandong Youth University of Political Science","ror":"https://ror.org/04bwp4t29","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210150411"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiang Li","raw_affiliation_strings":["Center for Medical Artificial Intelligence, College of intelligence and Information Engineering, Shandong University of traditional Chinese Medicine, Qingdao, China","School of Information Engineering, Shandong Youth University of Political Science, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Artificial Intelligence, College of intelligence and Information Engineering, Shandong University of traditional Chinese Medicine, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Information Engineering, Shandong Youth University of Political Science, Jinan, China","institution_ids":["https://openalex.org/I4210150411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051864449","display_name":"Benzheng Wei","orcid":"https://orcid.org/0000-0001-9640-4947"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benzheng Wei","raw_affiliation_strings":["Center for Medical Artificial Intelligence, Qingdao Academy of Chinese Medical Sciences, Shandong University of traditional Chinese Medicine, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Artificial Intelligence, Qingdao Academy of Chinese Medical Sciences, Shandong University of traditional Chinese Medicine, Qingdao, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081001699","display_name":"Hongyun Wu","orcid":"https://orcid.org/0000-0001-6852-0596"},"institutions":[{"id":"https://openalex.org/I4210159257","display_name":"Affiliated Hospital of Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/052q26725","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159257"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyun Wu","raw_affiliation_strings":["The Encephalopathy Department, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China"],"affiliations":[{"raw_affiliation_string":"The Encephalopathy Department, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China","institution_ids":["https://openalex.org/I4210159257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080213086","display_name":"Xuzhou Li","orcid":"https://orcid.org/0000-0003-0266-4014"},"institutions":[{"id":"https://openalex.org/I4210150411","display_name":"Shandong Youth University of Political Science","ror":"https://ror.org/04bwp4t29","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210150411"]},{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuzhou Li","raw_affiliation_strings":["Center for Medical Artificial Intelligence, College of intelligence and Information Engineering, Shandong University of traditional Chinese Medicine, Qingdao, China","School of Information Engineering, Shandong Youth University of Political Science, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Artificial Intelligence, College of intelligence and Information Engineering, Shandong University of traditional Chinese Medicine, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Information Engineering, Shandong Youth University of Political Science, Jinan, China","institution_ids":["https://openalex.org/I4210150411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085588064","display_name":"Jinyu Cong","orcid":"https://orcid.org/0000-0002-5435-5259"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinyu Cong","raw_affiliation_strings":["Center for Medical Artificial Intelligence, Qingdao Academy of Chinese Medical Sciences, Shandong University of traditional Chinese Medicine, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Artificial Intelligence, Qingdao Academy of Chinese Medical Sciences, Shandong University of traditional Chinese Medicine, Qingdao, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100331094"],"corresponding_institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4210150411"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22801428,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10498","display_name":"Migraine and Headache Studies","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10498","display_name":"Migraine and Headache Studies","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental 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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9902999997138977,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9681000113487244,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/migraine","display_name":"Migraine","score":0.7719217538833618},{"id":"https://openalex.org/keywords/aura","display_name":"Aura","score":0.7179722189903259},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6692537665367126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6394267082214355},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6037787199020386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5925190448760986},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44598332047462463},{"id":"https://openalex.org/keywords/migraine-with-aura","display_name":"Migraine with aura","score":0.4369005262851715},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4312947988510132},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3688540458679199},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2564821243286133},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.09288248419761658}],"concepts":[{"id":"https://openalex.org/C2778541695","wikidata":"https://www.wikidata.org/wiki/Q133823","display_name":"Migraine","level":2,"score":0.7719217538833618},{"id":"https://openalex.org/C2777350023","wikidata":"https://www.wikidata.org/wiki/Q1154226","display_name":"Aura","level":3,"score":0.7179722189903259},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6692537665367126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6394267082214355},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6037787199020386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5925190448760986},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44598332047462463},{"id":"https://openalex.org/C2776497919","wikidata":"https://www.wikidata.org/wiki/Q739481","display_name":"Migraine with aura","level":4,"score":0.4369005262851715},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4312947988510132},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3688540458679199},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2564821243286133},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.09288248419761658}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icast51195.2020.9319477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icast51195.2020.9319477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Awareness Science and Technology (iCAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G191826576","display_name":null,"funder_award_id":"ZR2019ZD04,ZR2015FM010","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5585983100","display_name":null,"funder_award_id":"61872225","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1760829075","https://openalex.org/W1948745668","https://openalex.org/W2012702426","https://openalex.org/W2079450984","https://openalex.org/W2086327013","https://openalex.org/W2091177453","https://openalex.org/W2113506774","https://openalex.org/W2115971978","https://openalex.org/W2133284539","https://openalex.org/W2162699732","https://openalex.org/W2330749171","https://openalex.org/W2440556161","https://openalex.org/W2527244162","https://openalex.org/W2769724041","https://openalex.org/W2788633781","https://openalex.org/W2891599848","https://openalex.org/W2897906330","https://openalex.org/W2919115771","https://openalex.org/W2943364969","https://openalex.org/W2944756492","https://openalex.org/W2950023118","https://openalex.org/W2970971581","https://openalex.org/W2983019057","https://openalex.org/W2995957760","https://openalex.org/W2996907907","https://openalex.org/W2999150146","https://openalex.org/W3000751931","https://openalex.org/W3005984647","https://openalex.org/W3014939594","https://openalex.org/W3026931681","https://openalex.org/W4206622984","https://openalex.org/W4295312788","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W2089758442","https://openalex.org/W4212949978","https://openalex.org/W2391226998","https://openalex.org/W37817669","https://openalex.org/W2163959956","https://openalex.org/W2091795631","https://openalex.org/W2614918793","https://openalex.org/W2090042998","https://openalex.org/W1479673430","https://openalex.org/W2158962897"],"abstract_inverted_index":{"Migraine":[0],"is":[1,24,43,62,75,89,152,169],"a":[2,53,108,144,201,218],"brain":[3,233],"disease":[4],"that":[5,76,215],"seriously":[6],"endangers":[7],"human":[8],"health":[9],"in":[10,20],"which":[11,88],"migraine":[12,49,122,173,206,247],"without":[13,50,123,174,207,248],"aura":[14,124,175,208,249],"accounts":[15],"for":[16,48,121,160],"the":[17,21,29,67,77,85,96,99,101,136,156,162,166,230],"largest":[18],"proportion":[19],"clinic":[22],"and":[23,69,95,103,177,189,210,239],"challenging":[25],"to":[26,65,154,171,194],"diagnose.":[27],"Currently,":[28],"auxiliary":[30,118],"diagnosis":[31,119],"methods":[32,81],"based":[33,125],"on":[34,84,126,200],"functional":[35,78],"connectivity":[36,79],"analysis":[37,80,150],"combined":[38],"with":[39,222],"machine":[40],"learning":[41],"algorithms":[42],"an":[44,116,223],"important":[45],"research":[46,70],"domain":[47],"aura.":[51],"Although":[52],"few":[54],"earlier":[55],"studies":[56],"have":[57],"made":[58],"significant":[59],"progress,":[60],"it":[61],"still":[63,106],"hard":[64],"meet":[66],"clinical":[68],"needs.":[71],"The":[72],"main":[73],"reason":[74],"mostly":[82],"rely":[83],"prior":[86,142],"template,":[87],"easily":[90],"affected":[91],"by":[92,140],"subjective":[93],"factors":[94],"performance":[97],"of":[98,204,227,246],"classifier,":[100],"intelligence":[102],"accuracy":[104,226],"are":[105,192],"at":[107],"low":[109],"level.":[110],"In":[111],"this":[112],"paper,":[113],"we":[114],"propose":[115],"intelligent":[117],"algorithm":[120,168],"improved":[127],"3D":[128,186],"convolutional":[129],"neural":[130],"network":[131,159,235],"dubbed":[132],"MwoA3D-Net.":[133],"To":[134],"avoid":[135],"difference":[137],"results":[138,199],"caused":[139],"varying":[141],"templates,":[143],"group":[145],"information":[146],"guided":[147],"independent":[148],"component":[149],"method":[151],"employed":[153],"obtain":[155],"resting":[157],"state":[158],"training":[161],"MwoA3D-Net":[163,167,216],"algorithm.":[164],"Subsequently,":[165],"applied":[170],"diagnose":[172],"patients":[176,209],"healthy":[178,212],"controls":[179],"automatically.":[180],"Several":[181],"optimization":[182],"strategies,":[183],"such":[184],"as":[185,243],"data":[187,202],"augmentation":[188],"L2":[190],"regularization,":[191],"introduced":[193],"prevent":[195],"overfitting":[196],"effectively.":[197],"Experimental":[198],"set":[203],"65":[205],"60":[211],"subjects":[213],"show":[214],"has":[217,236],"highly":[219],"robust":[220,237],"performance,":[221],"average":[224],"diagnostic":[225],"98.40%.":[228],"Furthermore,":[229],"selected":[231],"resting-state":[232],"function":[234],"identification":[238],"can":[240],"be":[241],"adopted":[242],"potential":[244],"biomarkers":[245],"toward":[250],"individualized":[251],"diagnosis.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}