{"id":"https://openalex.org/W4386221018","doi":"https://doi.org/10.1142/s0129065723500569","title":"Hybrid Network for Patient-Specific Seizure Prediction from EEG Data","display_name":"Hybrid Network for Patient-Specific Seizure Prediction from EEG Data","publication_year":2023,"publication_date":"2023-08-28","ids":{"openalex":"https://openalex.org/W4386221018","doi":"https://doi.org/10.1142/s0129065723500569","pmid":"https://pubmed.ncbi.nlm.nih.gov/37899653"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065723500569","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065723500569","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101986040","display_name":"Yongfeng Zhang","orcid":"https://orcid.org/0009-0001-5524-2053"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongfeng Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077850479","display_name":"Tiantian Xiao","orcid":"https://orcid.org/0009-0008-5108-1441"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiantian Xiao","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100389388","display_name":"Ziwei Wang","orcid":"https://orcid.org/0009-0006-0081-9456"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziwei Wang","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018562878","display_name":"Hongbin Lv","orcid":"https://orcid.org/0009-0005-9230-8073"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Lv","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328371","display_name":"Shuai Wang","orcid":"https://orcid.org/0000-0002-5073-3371"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Wang","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101918959","display_name":"Hailing Feng","orcid":"https://orcid.org/0009-0002-8150-9214"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailing Feng","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082966252","display_name":"Shanshan Zhao","orcid":"https://orcid.org/0009-0006-7218-5253"},"institutions":[{"id":"https://openalex.org/I4210140346","display_name":"Heze Municipal Hospital","ror":"https://ror.org/03cy8qt72","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140346"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shanshan Zhao","raw_affiliation_strings":["Department of Hematology, Heze Hospital of Traditional Chinese Medicine, Heze 274000, P. R. China"],"affiliations":[{"raw_affiliation_string":"Department of Hematology, Heze Hospital of Traditional Chinese Medicine, Heze 274000, P. R. China","institution_ids":["https://openalex.org/I4210140346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019224830","display_name":"Yanna Zhao","orcid":"https://orcid.org/0000-0001-7154-6949"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanna Zhao","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan 250358, P. R. China","institution_ids":["https://openalex.org/I28006308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5019224830","https://openalex.org/A5082966252"],"corresponding_institution_ids":["https://openalex.org/I28006308","https://openalex.org/I4210140346"],"apc_list":null,"apc_paid":null,"fwci":3.5084,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93271737,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"33","issue":"11","first_page":"2350056","last_page":"2350056"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T10094","display_name":"Epilepsy research and treatment","score":0.9930999875068665,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9884999990463257,"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/computer-science","display_name":"Computer science","score":0.7055829763412476},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6263263821601868},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6075194478034973},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5943953990936279},{"id":"https://openalex.org/keywords/short-time-fourier-transform","display_name":"Short-time Fourier transform","score":0.5748106241226196},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5722874402999878},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.560222327709198},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5083250403404236},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.49553096294403076},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42507097125053406},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4144021272659302},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34052371978759766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3231568932533264},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.3198012709617615},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1414262056350708},{"id":"https://openalex.org/keywords/fourier-analysis","display_name":"Fourier analysis","score":0.10240942239761353},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07003563642501831}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7055829763412476},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6263263821601868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6075194478034973},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5943953990936279},{"id":"https://openalex.org/C166386157","wikidata":"https://www.wikidata.org/wiki/Q1477735","display_name":"Short-time Fourier transform","level":4,"score":0.5748106241226196},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5722874402999878},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.560222327709198},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5083250403404236},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.49553096294403076},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42507097125053406},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4144021272659302},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34052371978759766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3231568932533264},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.3198012709617615},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1414262056350708},{"id":"https://openalex.org/C203024314","wikidata":"https://www.wikidata.org/wiki/Q1365258","display_name":"Fourier analysis","level":3,"score":0.10240942239761353},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07003563642501831},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","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":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1142/s0129065723500569","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065723500569","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:37899653","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37899653","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":"International journal of neural systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1973373700","https://openalex.org/W2114942458","https://openalex.org/W2119234283","https://openalex.org/W2131736450","https://openalex.org/W2162800060","https://openalex.org/W2404698371","https://openalex.org/W2523527689","https://openalex.org/W2759483166","https://openalex.org/W2771517407","https://openalex.org/W2780723646","https://openalex.org/W2799610518","https://openalex.org/W2898040341","https://openalex.org/W2962984603","https://openalex.org/W2965277555","https://openalex.org/W3007223525","https://openalex.org/W3036600359","https://openalex.org/W3091279140","https://openalex.org/W3118794207","https://openalex.org/W3127389222","https://openalex.org/W3146685014","https://openalex.org/W3165065619","https://openalex.org/W3178586369","https://openalex.org/W3183778737","https://openalex.org/W3188798446","https://openalex.org/W3192474593","https://openalex.org/W3206324376","https://openalex.org/W3208327004","https://openalex.org/W4200338404","https://openalex.org/W4205682476","https://openalex.org/W4225716641","https://openalex.org/W4226194808","https://openalex.org/W4230165092","https://openalex.org/W4234795407","https://openalex.org/W4281632656","https://openalex.org/W4282945614","https://openalex.org/W4285111878","https://openalex.org/W4285165236","https://openalex.org/W4289170234","https://openalex.org/W4300646337","https://openalex.org/W4312213554","https://openalex.org/W4313431595","https://openalex.org/W4321353333","https://openalex.org/W4362472185"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W2318109418","https://openalex.org/W4225639054","https://openalex.org/W4200633555","https://openalex.org/W2143985734","https://openalex.org/W1967434260","https://openalex.org/W2166624857","https://openalex.org/W2899025944"],"abstract_inverted_index":{"Seizure":[0],"prediction":[1,23,30,152,167],"can":[2,143],"improve":[3,150],"the":[4,14,39,49,54,61,102,114,123,130,140,146,151,159,169,172,177],"quality":[5],"of":[6,17,21,42,60,70,104,120,139],"life":[7],"for":[8],"patients":[9],"with":[10],"drug-resistant":[11],"epilepsy.":[12],"With":[13],"rapid":[15],"development":[16],"deep":[18],"learning,":[19],"lots":[20],"seizure":[22,29,166],"methods":[24],"have":[25],"been":[26],"proposed.":[27,90],"However,":[28],"based":[31,78],"on":[32,79,158],"single":[33],"convolution":[34,43],"models":[35],"is":[36,89],"limited":[37],"by":[38,94],"inherent":[40],"defects":[41],"itself.":[44],"Convolution":[45],"pays":[46],"attention":[47],"to":[48,112,128],"local":[50,131],"features":[51,92],"while":[52],"underestimates":[53],"global":[55,115],"features.":[56,136],"The":[57,137,164],"long-term":[58,118],"dependence":[59],"electroencephalogram":[62],"(EEG)":[63],"data":[64],"cannot":[65],"be":[66],"captured.":[67],"In":[68],"view":[69],"these":[71],"defects,":[72],"a":[73],"hybrid":[74],"model":[75],"called":[76],"STCNN":[77,111],"Swin":[80],"transformer":[81],"(ST)":[82],"and":[83,117,133,176,185],"2D":[84],"convolutional":[85],"neural":[86],"network":[87],"(2DCNN)":[88],"Time-frequency":[91],"extracted":[93],"short-term":[95,134],"Fourier":[96],"transform":[97],"(STFT)":[98],"are":[99,108,126,156,182],"taken":[100],"as":[101],"input":[103],"STCNN.":[105],"ST":[106],"blocks":[107,125,142],"used":[109],"in":[110],"capture":[113,129],"information":[116,132,148],"dependencies":[119],"EEGs.":[121],"Meanwhile,":[122],"2DCNN":[124],"adopted":[127],"dependent":[135],"combination":[138],"two":[141],"fully":[144],"exploit":[145],"seizure-related":[147],"thus":[149],"performance.":[153],"Comprehensive":[154],"experiments":[155],"performed":[157],"CHB-MIT":[160],"scalp":[161],"EEG":[162],"dataset.":[163],"average":[165],"sensitivity,":[168],"area":[170],"under":[171],"ROC":[173],"curve":[174],"(AUC)":[175],"false":[178],"positive":[179],"rate":[180],"(FPR)":[181],"92.94%,":[183],"95.56%":[184],"0.073,":[186],"respectively.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
