{"id":"https://openalex.org/W4394840468","doi":"https://doi.org/10.1097/js9.0000000000001067","title":"3D auto-segmentation of biliary structure of living liver donors using magnetic resonance cholangiopancreatography for enhanced preoperative planning","display_name":"3D auto-segmentation of biliary structure of living liver donors using magnetic resonance cholangiopancreatography for enhanced preoperative planning","publication_year":2024,"publication_date":"2024-01-11","ids":{"openalex":"https://openalex.org/W4394840468","doi":"https://doi.org/10.1097/js9.0000000000001067","pmid":"https://pubmed.ncbi.nlm.nih.gov/38668656","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11020049"},"language":"en","primary_location":{"id":"doi:10.1097/js9.0000000000001067","doi":"https://doi.org/10.1097/js9.0000000000001067","is_oa":true,"landing_page_url":"https://doi.org/10.1097/js9.0000000000001067","pdf_url":null,"source":{"id":"https://openalex.org/S67965910","display_name":"International Journal of Surgery","issn_l":"1743-9159","issn":["1743-9159","1743-9191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-3","ki-jl-1","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310318547","host_organization_name":"Wolters Kluwer","host_organization_lineage":["https://openalex.org/P4310318547"],"host_organization_lineage_names":["Wolters Kluwer"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Surgery","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1097/js9.0000000000001067","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043814482","display_name":"Namkee Oh","orcid":"https://orcid.org/0000-0002-6594-8973","observed_orcids":["https://orcid.org/0000-0002-6594-8973"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Namkee Oh","raw_affiliation_strings":["Department of Surgery"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100772905","display_name":"Jae\u2010Hun Kim","orcid":"https://orcid.org/0000-0003-3064-6948","observed_orcids":["https://orcid.org/0000-0003-3064-6948"]},"institutions":[{"id":"https://openalex.org/I2802194831","display_name":"Samsung Medical Center","ror":"https://ror.org/05a15z872","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2250650973","https://openalex.org/I2802194831"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Hun Kim","raw_affiliation_strings":["Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea","Department of Surgery"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea","institution_ids":["https://openalex.org/I2802194831","https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Surgery","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047241710","display_name":"Jinsoo Rhu","orcid":"https://orcid.org/0000-0001-9809-8525","observed_orcids":["https://orcid.org/0000-0001-9809-8525"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jinsoo Rhu","raw_affiliation_strings":["Department of Surgery"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009904795","display_name":"Woo Kyoung Jeong","orcid":"https://orcid.org/0000-0002-0676-2116","observed_orcids":["https://orcid.org/0000-0002-0676-2116"]},"institutions":[{"id":"https://openalex.org/I2802194831","display_name":"Samsung Medical Center","ror":"https://ror.org/05a15z872","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2250650973","https://openalex.org/I2802194831"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Woo Kyoung Jeong","raw_affiliation_strings":["Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea","institution_ids":["https://openalex.org/I2802194831","https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060910033","display_name":"Gyu\u2010Seong Choi","orcid":"https://orcid.org/0000-0003-2545-3105","observed_orcids":["https://orcid.org/0000-0003-2545-3105"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gyu-Seong Choi","raw_affiliation_strings":["Department of Surgery"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100632168","display_name":"Jong Man Kim","orcid":"https://orcid.org/0000-0002-1903-8354","observed_orcids":["https://orcid.org/0000-0002-1903-8354","https://orcid.org/0000-0001-5947-0937"]},"institutions":[{"id":"https://openalex.org/I2802194831","display_name":"Samsung Medical Center","ror":"https://ror.org/05a15z872","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2250650973","https://openalex.org/I2802194831"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong Man Kim","raw_affiliation_strings":["Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea","Department of Surgery"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea","institution_ids":["https://openalex.org/I2802194831","https://openalex.org/I848706"]},{"raw_affiliation_string":"Department of Surgery","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043552754","display_name":"Jae\u2010Won Joh","orcid":"https://orcid.org/0000-0003-1732-6210","observed_orcids":["https://orcid.org/0000-0003-1732-6210","https://orcid.org/0000-0003-4823-6218"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jae-Won Joh","raw_affiliation_strings":["Department of Surgery"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009904795","https://openalex.org/A5047241710"],"corresponding_institution_ids":["https://openalex.org/I2802194831","https://openalex.org/I848706"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":{"value":3450,"currency":"USD","value_usd":3450},"fwci":2.6039,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.91388995,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"110","issue":"4","first_page":"1975","last_page":"1982"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10999","display_name":"Organ Transplantation Techniques and Outcomes","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11984","display_name":"Anatomy and Medical Technology","score":0.000699999975040555,"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/living-liver-donors","display_name":"living liver donors","score":0.9399999976158142},{"id":"https://openalex.org/keywords/magnetic-resonance-cholangiopancreatography","display_name":"magnetic resonance cholangiopancreatography","score":0.9670000076293945},{"id":"https://openalex.org/keywords/automatic-segmentation","display_name":"automatic segmentation","score":0.5040000081062317},{"id":"https://openalex.org/keywords/resunet","display_name":"ResUNet","score":0.8579999804496765},{"id":"https://openalex.org/keywords/surgical-planning","display_name":"surgical planning","score":0.7710000276565552},{"id":"https://openalex.org/keywords/liver-transplantation","display_name":"liver transplantation","score":0.7049999833106995},{"id":"https://openalex.org/keywords/bile-ducts","display_name":"bile ducts","score":0.6650000214576721}],"concepts":[{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.7695744037628174},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7452349066734314},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6430670619010925},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6268333792686462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5887972116470337},{"id":"https://openalex.org/C2776474662","wikidata":"https://www.wikidata.org/wiki/Q1578147","display_name":"Magnetic resonance cholangiopancreatography","level":4,"score":0.5787062644958496},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5253833532333374},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4733686149120331},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.45118457078933716},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4345768094062805},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3273860216140747},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.300589382648468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2560742199420929},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.20120680332183838},{"id":"https://openalex.org/C2778444009","wikidata":"https://www.wikidata.org/wiki/Q637883","display_name":"Endoscopic retrograde cholangiopancreatography","level":3,"score":0.192747563123703},{"id":"https://openalex.org/C2775967933","wikidata":"https://www.wikidata.org/wiki/Q1527888","display_name":"Pancreatitis","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011300","descriptor_name":"Preoperative Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016031","descriptor_name":"Liver Transplantation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019520","descriptor_name":"Living Donors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D049448","descriptor_name":"Cholangiopancreatography, Magnetic Resonance","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1097/js9.0000000000001067","doi":"https://doi.org/10.1097/js9.0000000000001067","is_oa":true,"landing_page_url":"https://doi.org/10.1097/js9.0000000000001067","pdf_url":null,"source":{"id":"https://openalex.org/S67965910","display_name":"International Journal of Surgery","issn_l":"1743-9159","issn":["1743-9159","1743-9191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-3","ki-jl-1","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310318547","host_organization_name":"Wolters Kluwer","host_organization_lineage":["https://openalex.org/P4310318547"],"host_organization_lineage_names":["Wolters Kluwer"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Surgery","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11020049","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11020049","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11020049/pdf/js9-110-1975.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,"listed_in":[],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Int J Surg","raw_type":"Text"},{"id":"pmid:38668656","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38668656","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,"listed_in":[],"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 surgery (London, England)","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1097/js9.0000000000001067","doi":"https://doi.org/10.1097/js9.0000000000001067","is_oa":true,"landing_page_url":"https://doi.org/10.1097/js9.0000000000001067","pdf_url":null,"source":{"id":"https://openalex.org/S67965910","display_name":"International Journal of Surgery","issn_l":"1743-9159","issn":["1743-9159","1743-9191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-3","ki-jl-1","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310318547","host_organization_name":"Wolters Kluwer","host_organization_lineage":["https://openalex.org/P4310318547"],"host_organization_lineage_names":["Wolters Kluwer"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Surgery","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8371999859809875}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322107","display_name":"Korea Health Industry Development Institute","ror":"https://ror.org/00fdzyk40"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394840468.pdf","grobid_xml":"https://content.openalex.org/works/W4394840468.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1573204503","https://openalex.org/W1909740415","https://openalex.org/W2013502482","https://openalex.org/W2014212545","https://openalex.org/W2131857170","https://openalex.org/W2139459517","https://openalex.org/W2164450069","https://openalex.org/W2329090153","https://openalex.org/W2789906793","https://openalex.org/W3080592079","https://openalex.org/W3110027172","https://openalex.org/W3112401620","https://openalex.org/W3172559334","https://openalex.org/W4289711212","https://openalex.org/W4361273199","https://openalex.org/W4380758485","https://openalex.org/W4387703263","https://openalex.org/W4389098993","https://openalex.org/W6853990292"],"related_works":["https://openalex.org/W4391550372","https://openalex.org/W4414223986","https://openalex.org/W4387703263","https://openalex.org/W4402940042","https://openalex.org/W4416306400","https://openalex.org/W4415238251","https://openalex.org/W4391550346","https://openalex.org/W7204208852","https://openalex.org/W4414233717","https://openalex.org/W4380629157"],"abstract_inverted_index":{"BACKGROUND:":[0],"This":[1],"study":[2,96],"aimed":[3],"to":[4,83],"develop":[5],"an":[6],"automated":[7,180],"segmentation":[8,87,181],"system":[9],"for":[10,48,58,143,183,199],"biliary":[11,184],"structures":[12],"using":[13,35,78],"a":[14,72],"deep":[15,60,190],"learning":[16,61,191],"model,":[17],"based":[18],"on":[19],"data":[20,188],"from":[21],"magnetic":[22],"resonance":[23],"cholangiopancreatography":[24],"(MRCP).":[25],"MATERIALS":[26],"AND":[27],"METHODS:":[28],"Living":[29],"liver":[30],"donors":[31],"who":[32],"underwent":[33],"MRCP":[34,187],"the":[36,59,79,85,89,105,109,126,136,144,165,169],"gradient":[37],"and":[38,68,113,129,159,189,196],"spin":[39],"echo":[40],"technique":[41],"followed":[42],"by":[43],"three-dimensional":[44,52],"modeling":[45],"were":[46,64],"eligible":[47],"this":[49],"study.":[50],"A":[51],"residual":[53],"U-Net":[54],"model":[55,137,182],"was":[56,76,101,123],"implemented":[57],"process.":[62],"Data":[63],"divided":[65],"into":[66],"training":[67],"test":[69,114],"sets":[70],"at":[71],"9:1":[73],"ratio.":[74],"Performance":[75],"assessed":[77],"dice":[80],"similarity":[81],"coefficient":[82],"compare":[84],"model's":[86],"with":[88],"manually":[90],"labeled":[91],"ground":[92,127],"truth.":[93],"RESULTS:":[94],"The":[95,117,132,178],"incorporated":[97],"250":[98],"cases.":[99],"There":[100],"no":[102],"difference":[103],"in":[104,202],"baseline":[106],"characteristics":[107],"between":[108,125],"train":[110],"set":[111,115],"(n=225)":[112],"(n=25).":[116],"overall":[118],"mean":[119],"Dice":[120],"Similarity":[121],"Coefficient":[122],"0.80\u00b10.20":[124],"truth":[128],"inference":[130],"result.":[131],"qualitative":[133],"assessment":[134],"of":[135,168],"showed":[138,174],"relatively":[139],"high":[140],"accuracy":[141],"especially":[142],"common":[145,149],"bile":[146],"duct":[147,151,157,162,172],"(88%),":[148],"hepatic":[150,156,161,171],"(92%),":[152],"hilum":[153],"(96%),":[154,163],"right":[155,170],"(100%),":[158],"left":[160],"while":[164],"third-order":[166],"branch":[167],"(18.2%)":[173],"low":[175],"accuracy.":[176],"CONCLUSION:":[177],"developed":[179],"structures,":[185],"utilizing":[186],"techniques,":[192],"demonstrated":[193],"robust":[194],"performance":[195],"holds":[197],"potential":[198],"further":[200],"advancements":[201],"automation.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2024-04-17T00:00:00"}