{"id":"https://openalex.org/W3109349638","doi":"https://doi.org/10.1007/s00500-020-05424-3","title":"RETRACTED ARTICLE: COVID-CheXNet: hybrid deep learning framework for identifying COVID-19 virus in chest X-rays images","display_name":"RETRACTED ARTICLE: COVID-CheXNet: hybrid deep learning framework for identifying COVID-19 virus in chest X-rays images","publication_year":2020,"publication_date":"2020-11-21","ids":{"openalex":"https://openalex.org/W3109349638","doi":"https://doi.org/10.1007/s00500-020-05424-3","mag":"3109349638","pmid":"https://pubmed.ncbi.nlm.nih.gov/33250662"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-020-05424-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-020-05424-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-05424-3.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-05424-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073594851","display_name":"Alaa S. Al\u2010Waisy","orcid":"https://orcid.org/0000-0001-7544-2709"},"institutions":[{"id":"https://openalex.org/I4401041618","display_name":"Imam Ja\u2019afar Al-Sadiq University","ror":"https://ror.org/02477a553","country_code":null,"type":"education","lineage":["https://openalex.org/I4401041618"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Alaa S. Al-Waisy","raw_affiliation_strings":["Communications Engineering Techniques Department, Information Technology Collage, Imam Ja'afar Al-Sadiq University, Baghdad, Iraq"],"raw_orcid":"https://orcid.org/0000-0001-7544-2709","affiliations":[{"raw_affiliation_string":"Communications Engineering Techniques Department, Information Technology Collage, Imam Ja'afar Al-Sadiq University, Baghdad, Iraq","institution_ids":["https://openalex.org/I4401041618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057682411","display_name":"Shumoos Al-Fahdawi","orcid":null},"institutions":[{"id":"https://openalex.org/I2800838116","display_name":"University of Al Maarif","ror":"https://ror.org/05scxf493","country_code":"IQ","type":"education","lineage":["https://openalex.org/I2800838116"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Shumoos Al-Fahdawi","raw_affiliation_strings":["Computer Science Department, Al-Ma'aref University College, Anbar, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-3201-5288","affiliations":[{"raw_affiliation_string":"Computer Science Department, Al-Ma'aref University College, Anbar, Iraq","institution_ids":["https://openalex.org/I2800838116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091151166","display_name":"Mazin Abed Mohammed","orcid":"https://orcid.org/0000-0001-9030-8102"},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mazin Abed Mohammed","raw_affiliation_strings":["College of Computer Science and Information Technology, University of Anbar, 11, Ramadi, Anbar, Iraq"],"raw_orcid":"https://orcid.org/0000-0001-9030-8102","affiliations":[{"raw_affiliation_string":"College of Computer Science and Information Technology, University of Anbar, 11, Ramadi, Anbar, Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089923255","display_name":"Karrar Hameed Abdulkareem","orcid":"https://orcid.org/0000-0001-7302-2049"},"institutions":[{"id":"https://openalex.org/I501048437","display_name":"Al-Muthanna University","ror":"https://ror.org/03877wr45","country_code":"IQ","type":"education","lineage":["https://openalex.org/I501048437"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Karrar Hameed Abdulkareem","raw_affiliation_strings":["College of Agriculture, Al-Muthanna University, Samawah, 66001 Iraq","College of Agriculture, Al-Muthanna University, Samawah, 66001, Iraq"],"raw_orcid":"https://orcid.org/0000-0001-7302-2049","affiliations":[{"raw_affiliation_string":"College of Agriculture, Al-Muthanna University, Samawah, 66001 Iraq","institution_ids":["https://openalex.org/I501048437"]},{"raw_affiliation_string":"College of Agriculture, Al-Muthanna University, Samawah, 66001, Iraq","institution_ids":["https://openalex.org/I501048437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016511172","display_name":"Salama A. Mostafa","orcid":"https://orcid.org/0000-0001-5348-502X"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Salama A. Mostafa","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, University Tun Hussein Onn Malaysia, 86400 Batu Pahat, Johor Malaysia","Faculty of Computer Science and Information Technology, University Tun Hussein Onn Malaysia, 86400, Batu Pahat, Johor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5348-502X","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University Tun Hussein Onn Malaysia, 86400 Batu Pahat, Johor Malaysia","institution_ids":["https://openalex.org/I930072361"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University Tun Hussein Onn Malaysia, 86400, Batu Pahat, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009368063","display_name":"Mashael Maashi","orcid":"https://orcid.org/0000-0003-0446-5430"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mashael S. Maashi","raw_affiliation_strings":["Software Engineering Department, College of Computer and Information Sciences, King Saud University, Riyadh, 11451 Saudi Arabia","Software Engineering Department, College of Computer and Information Sciences, King Saud University, Riyadh, 11451, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-0446-5430","affiliations":[{"raw_affiliation_string":"Software Engineering Department, College of Computer and Information Sciences, King Saud University, Riyadh, 11451 Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Software Engineering Department, College of Computer and Information Sciences, King Saud University, Riyadh, 11451, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100601270","display_name":"Muhammad Arif","orcid":"https://orcid.org/0000-0002-7449-2701"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Arif","raw_affiliation_strings":["School of Computer Science, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028149208","display_name":"Begonya Garc\u00eda-Zapirain","orcid":"https://orcid.org/0000-0002-9356-1186"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Begonya Garcia-Zapirain","raw_affiliation_strings":["eVIDA Lab, The University of Deusto, Avda/Universidades 24, 48007 Bilbao, Spain","eVIDA Lab, The University of Deusto, Avda/Universidades 24, 48007, Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eVIDA Lab, The University of Deusto, Avda/Universidades 24, 48007 Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]},{"raw_affiliation_string":"eVIDA Lab, The University of Deusto, Avda/Universidades 24, 48007, Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5073594851"],"corresponding_institution_ids":["https://openalex.org/I4401041618"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":{"value":2750,"currency":"USD","value_usd":2750},"fwci":13.0353,"has_fulltext":true,"cited_by_count":182,"citation_normalized_percentile":{"value":0.99107071,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"27","issue":"5","first_page":"2657","last_page":"2672"},"is_retracted":true,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11894","display_name":"Radiology practices and education","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6829449534416199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5751124620437622},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5748896598815918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5694640874862671},{"id":"https://openalex.org/keywords/histogram-equalization","display_name":"Histogram equalization","score":0.42482998967170715},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.42452406883239746},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35940325260162354},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3498704135417938},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34332627058029175},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.27667853236198425},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2215590476989746},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2048124074935913},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1538948118686676}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6829449534416199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5751124620437622},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5748896598815918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5694640874862671},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.42482998967170715},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.42452406883239746},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35940325260162354},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3498704135417938},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34332627058029175},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.27667853236198425},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2215590476989746},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2048124074935913},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1538948118686676},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00500-020-05424-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-020-05424-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-05424-3.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},{"id":"pmid:33250662","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33250662","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":"Soft computing","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7679792","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7679792","pdf_url":null,"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":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Soft comput","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s00500-020-05424-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-020-05424-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-05424-3.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3109349638.pdf","grobid_xml":"https://content.openalex.org/works/W3109349638.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1523682477","https://openalex.org/W1976468890","https://openalex.org/W2137070962","https://openalex.org/W2194775991","https://openalex.org/W2559874490","https://openalex.org/W2753372987","https://openalex.org/W2766373199","https://openalex.org/W2766856689","https://openalex.org/W2886281300","https://openalex.org/W2899061025","https://openalex.org/W2901051598","https://openalex.org/W2916798096","https://openalex.org/W2940262938","https://openalex.org/W2956211185","https://openalex.org/W3001118548","https://openalex.org/W3002108456","https://openalex.org/W3006082171","https://openalex.org/W3010604545","https://openalex.org/W3010702679","https://openalex.org/W3011810856","https://openalex.org/W3012225834","https://openalex.org/W3013019084","https://openalex.org/W3013042142","https://openalex.org/W3013507463","https://openalex.org/W3013564598","https://openalex.org/W3014322576","https://openalex.org/W3014641072","https://openalex.org/W3017855299","https://openalex.org/W3018400451","https://openalex.org/W3020923611","https://openalex.org/W3026419502","https://openalex.org/W3026609628","https://openalex.org/W3034399482","https://openalex.org/W3080544186","https://openalex.org/W3082967155","https://openalex.org/W3105081694","https://openalex.org/W3162351260","https://openalex.org/W6603287499","https://openalex.org/W6825589429"],"related_works":["https://openalex.org/W2387482914","https://openalex.org/W2129768207","https://openalex.org/W4205698903","https://openalex.org/W4400613637","https://openalex.org/W4294968941","https://openalex.org/W4283819461","https://openalex.org/W4390279739","https://openalex.org/W4205413867","https://openalex.org/W1997620750","https://openalex.org/W4380075502"],"abstract_inverted_index":{"The":[0,16,34,167,215],"outbreaks":[1],"of":[2,19,30,59,89,131,156,186,189,192,195,198,201,205,219,230],"Coronavirus":[3],"(COVID-19)":[4],"epidemic":[5],"have":[6],"increased":[7],"the":[8,28,31,48,53,60,83,87,90,96,102,117,129,144,161,178,208,213,220,228,252],"pressure":[9,54],"on":[10,55,128],"healthcare":[11],"and":[12,57,63,80,95,107,134,163,175,203,217,240],"medical":[13],"systems":[14],"worldwide.":[15],"timely":[17],"diagnosis":[18,239],"infected":[20,165],"patients":[21,180],"is":[22,78],"a":[23,65,132,140,153,182],"critical":[24],"step":[25],"to":[26,40,158,173,250],"limit":[27],"spread":[29],"COVID-19":[32,49,72,164,179],"epidemic.":[33,50],"chest":[35,75],"radiography":[36],"imaging":[37],"has":[38,171],"shown":[39],"be":[41],"an":[42],"effective":[43],"screening":[44],"technique":[45],"in":[46,74,233],"diagnosing":[47,71],"To":[51],"reduce":[52],"radiologists":[56,151],"control":[58],"epidemic,":[61],"fast":[62,238],"accurate":[64],"hybrid":[66],"deep":[67,124],"learning":[68,125],"framework":[69],"for":[70,237],"virus":[73],"X-ray":[76,91],"images":[77],"developed":[79],"termed":[81],"as":[82],"COVID-CheXNet":[84,169,222],"system.":[85],"First,":[86],"contrast":[88],"image":[92,249],"was":[93,99,113,147],"enhanced":[94],"noise":[97],"level":[98],"reduced":[100],"using":[101,139,207,231],"contrast-limited":[103],"adaptive":[104],"histogram":[105],"equalization":[106],"Butterworth":[108],"bandpass":[109],"filter,":[110],"respectively.":[111],"This":[112],"followed":[114],"by":[115],"fusing":[116],"results":[118],"obtained":[119],"from":[120],"two":[121],"different":[122],"pre-trained":[123],"models":[126],"based":[127],"incorporation":[130],"ResNet34":[133],"high-resolution":[135],"network":[136],"model":[137],"trained":[138],"large-scale":[141],"dataset.":[142],"Herein,":[143],"parallel":[145],"architecture":[146],"considered,":[148],"which":[149],"provides":[150],"with":[152,181,227,243],"high":[154],"degree":[155],"confidence":[157],"discriminate":[159],"between":[160],"healthy":[162],"people.":[166],"proposed":[168,221],"system":[170,223],"managed":[172],"correctly":[174],"accurately":[176],"diagnose":[177],"detection":[183],"accuracy":[184],"rate":[185],"99.99%,":[187,199],"sensitivity":[188],"99.98%,":[190],"specificity":[191],"100%,":[193,196],"precision":[194],"F1-score":[197],"MSE":[200],"0.011%,":[202],"RMSE":[204],"0.012%":[206],"weighted":[209],"sum":[210],"rule":[211],"at":[212],"score-level.":[214],"efficiency":[216],"usefulness":[218],"are":[224],"established":[225],"along":[226],"possibility":[229],"it":[232],"real":[234],"clinical":[235],"centers":[236],"treatment":[241],"supplement,":[242],"less":[244],"than":[245],"2":[246],"s":[247],"per":[248],"get":[251],"prediction":[253],"result.":[254]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":43},{"year":2023,"cited_by_count":34},{"year":2022,"cited_by_count":50},{"year":2021,"cited_by_count":40},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
