{"id":"https://openalex.org/W4393043621","doi":"https://doi.org/10.1186/s12911-024-02438-x","title":"Multimodal deep learning-based diagnostic model for BPPV","display_name":"Multimodal deep learning-based diagnostic model for BPPV","publication_year":2024,"publication_date":"2024-03-21","ids":{"openalex":"https://openalex.org/W4393043621","doi":"https://doi.org/10.1186/s12911-024-02438-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/38515156"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-024-02438-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02438-x","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02438-x","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02438-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011556206","display_name":"Hang Lu","orcid":"https://orcid.org/0000-0002-6881-660X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Lu","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078252230","display_name":"Yuxing Mao","orcid":"https://orcid.org/0000-0002-1829-4719"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuxing Mao","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China. myx@cqu.edu.cn","State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China. myx@cqu.edu.cn","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027531900","display_name":"Jinsen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinsen Li","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100517194","display_name":"Lin Zhu","orcid":"https://orcid.org/0009-0009-6128-8224"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhu","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment Technology, School of Electrical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078252230"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":2.7013,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90204035,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"24","issue":"1","first_page":"82","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10542","display_name":"Vestibular and auditory disorders","score":0.9034000039100647,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10542","display_name":"Vestibular and auditory disorders","score":0.9034000039100647,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.012799999676644802,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/benign-paroxysmal-positional-vertigo","display_name":"Benign paroxysmal positional vertigo","score":0.8363680243492126},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.5753307938575745},{"id":"https://openalex.org/keywords/nystagmus","display_name":"Nystagmus","score":0.5507501363754272},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5251255631446838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48876118659973145},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46453338861465454},{"id":"https://openalex.org/keywords/vertigo","display_name":"Vertigo","score":0.4258626401424408},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4213816225528717},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4005283713340759},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.18573710322380066}],"concepts":[{"id":"https://openalex.org/C2779680553","wikidata":"https://www.wikidata.org/wiki/Q817310","display_name":"Benign paroxysmal positional vertigo","level":3,"score":0.8363680243492126},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.5753307938575745},{"id":"https://openalex.org/C2779736392","wikidata":"https://www.wikidata.org/wiki/Q220989","display_name":"Nystagmus","level":2,"score":0.5507501363754272},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5251255631446838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48876118659973145},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46453338861465454},{"id":"https://openalex.org/C2779135839","wikidata":"https://www.wikidata.org/wiki/Q2531983","display_name":"Vertigo","level":2,"score":0.4258626401424408},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4213816225528717},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4005283713340759},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.18573710322380066},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009759","descriptor_name":"Nystagmus, Pathologic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009759","descriptor_name":"Nystagmus, Pathologic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009759","descriptor_name":"Nystagmus, Pathologic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009759","descriptor_name":"Nystagmus, Pathologic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009759","descriptor_name":"Nystagmus, Pathologic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D065635","descriptor_name":"Benign Paroxysmal Positional Vertigo","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D065635","descriptor_name":"Benign Paroxysmal Positional Vertigo","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D065635","descriptor_name":"Benign Paroxysmal Positional Vertigo","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D065635","descriptor_name":"Benign Paroxysmal Positional Vertigo","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D065635","descriptor_name":"Benign Paroxysmal Positional Vertigo","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-024-02438-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02438-x","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02438-x","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:38515156","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38515156","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10956181","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10956181","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10956181/pdf/12911_2024_Article_2438.pdf","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":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:286312049ccd4eb7925a0dab1b570aba","is_oa":false,"landing_page_url":"https://doaj.org/article/286312049ccd4eb7925a0dab1b570aba","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":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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-17 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12911-024-02438-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02438-x","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02438-x","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393043621.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W24678164","https://openalex.org/W260780649","https://openalex.org/W1522734439","https://openalex.org/W1901129140","https://openalex.org/W2014320593","https://openalex.org/W2115156581","https://openalex.org/W2153489042","https://openalex.org/W2154943110","https://openalex.org/W2194775991","https://openalex.org/W2257747823","https://openalex.org/W2295320987","https://openalex.org/W2394486822","https://openalex.org/W2490270993","https://openalex.org/W2551393996","https://openalex.org/W2619383789","https://openalex.org/W2783323081","https://openalex.org/W2970231061","https://openalex.org/W2972810968","https://openalex.org/W2980030301","https://openalex.org/W2982438846","https://openalex.org/W2990503944","https://openalex.org/W3034572008","https://openalex.org/W3041664418","https://openalex.org/W3042807565","https://openalex.org/W3083891030","https://openalex.org/W3090449556","https://openalex.org/W3154596443","https://openalex.org/W3175528717","https://openalex.org/W3201906559","https://openalex.org/W3210279979","https://openalex.org/W4226334005","https://openalex.org/W4296800293","https://openalex.org/W4310739370","https://openalex.org/W4312443924","https://openalex.org/W4313156423","https://openalex.org/W4401725766"],"related_works":["https://openalex.org/W2370849238","https://openalex.org/W2332368826","https://openalex.org/W2474425547","https://openalex.org/W2079607989","https://openalex.org/W2322511913","https://openalex.org/W4308060549","https://openalex.org/W1963740750","https://openalex.org/W3025586925","https://openalex.org/W2183529465","https://openalex.org/W2912145404"],"abstract_inverted_index":{"BACKGROUND:":[0],"Benign":[1],"paroxysmal":[2],"positional":[3],"vertigo":[4,11,24],"(BPPV)":[5],"is":[6],"a":[7,14,92,104,112,180],"prevalent":[8],"form":[9],"of":[10,42,62,99,134,142,158,186,194,204,210,220,227,233],"that":[12,130,173],"necessitates":[13],"skilled":[15],"physician":[16],"to":[17,38,58,87,207],"diagnose":[18],"by":[19,190],"observing":[20],"the":[21,30,40,60,81,97,100,126,131,135,140,143,156,184,192,198,202,208,218,225,231],"nystagmus":[22],"and":[23,46,52,71,90,117,163,175,201,212,230,237],"resulting":[25],"from":[26,74,85],"specific":[27],"changes":[28],"in":[29,167,183,240],"patient's":[31],"position.":[32],"In":[33],"this":[34],"study,":[35],"we":[36,102],"aim":[37],"explore":[39],"integration":[41],"eye":[43,68,164,176],"movement":[44,69,165,177],"video":[45,70,113],"position":[47,161],"information":[48,162,166,178,196,239],"for":[49,83,149,197,223],"BPPV":[50,63,78,93,150,168,228,241],"diagnosis":[51,185,229],"apply":[53],"artificial":[54],"intelligence":[55],"(AI)":[56],"methods":[57,222],"improve":[59],"accuracy":[61,133,226],"diagnosis.":[64,151,169,242],"METHODS:":[65],"We":[66,170],"collected":[67],"diagnostic":[72,108,199],"data":[73],"518":[75],"patients":[76],"with":[77],"who":[79],"visited":[80],"hospital":[82],"examination":[84],"January":[86],"March":[88],"2021":[89],"developed":[91],"dataset.":[94],"Based":[95],"on":[96,125],"characteristics":[98],"dataset,":[101],"propose":[103],"multimodal":[105,145],"deep":[106,146],"learning":[107,147],"model,":[109,115],"which":[110],"combines":[111],"understanding":[114],"self-encoder,":[116],"cross-attention":[118,205],"mechanism":[119],"structure.":[120],"RESULT:":[121],"Our":[122,215],"validation":[123],"test":[124,127],"set":[128],"showed":[129],"average":[132],"model":[136,200],"reached":[137],"81.7%,":[138],"demonstrating":[139],"effectiveness":[141],"proposed":[144],"method":[148],"Furthermore,":[152],"our":[153],"study":[154],"highlights":[155],"significance":[157],"combining":[159],"head":[160],"also":[171],"found":[172],"postural":[174,195,211,236],"plays":[179],"critical":[181],"role":[182],"BPPV,":[187],"as":[188],"demonstrated":[189],"exploring":[191],"necessity":[193],"contribution":[203],"mechanisms":[206],"fusion":[209],"oculomotor":[213,238],"information.":[214],"results":[216],"underscore":[217],"potential":[219],"AI-based":[221],"improving":[224],"importance":[232],"considering":[234],"both":[235]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
