{"id":"https://openalex.org/W2995650130","doi":"https://doi.org/10.1109/snpd.2019.8935727","title":"Liver Surface Nodularity for Classification of Cirrhosis and Normal Liver","display_name":"Liver Surface Nodularity for Classification of Cirrhosis and Normal Liver","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2995650130","doi":"https://doi.org/10.1109/snpd.2019.8935727","mag":"2995650130"},"language":"en","primary_location":{"id":"doi:10.1109/snpd.2019.8935727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd.2019.8935727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110584610","display_name":"Genggeng Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Genggeng Xie","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103882177","display_name":"Dong Jian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154593","display_name":"Beijing Shijitan Hospital","ror":"https://ror.org/0569k1630","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154593"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Jian","raw_affiliation_strings":["Department of Radiology, Beijing Shijitan Hospital, CMU, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Beijing Shijitan Hospital, CMU, Beijing, China","institution_ids":["https://openalex.org/I4210154593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044774243","display_name":"Ruijiao Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruijiao Shi","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086524293","display_name":"Zixiao Liu","orcid":"https://orcid.org/0000-0003-1161-1803"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixiao Liu","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073025681","display_name":"Houjin Chen","orcid":"https://orcid.org/0000-0002-9247-8495"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Houjin Chen","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054796388","display_name":"Weiwei Du","orcid":"https://orcid.org/0000-0002-5133-5615"},"institutions":[{"id":"https://openalex.org/I27429435","display_name":"Kyoto Institute of Technology","ror":"https://ror.org/00965ax52","country_code":"JP","type":"education","lineage":["https://openalex.org/I27429435"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Weiwei Du","raw_affiliation_strings":["Information and Human Science, Kyoto Institute of Technology, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Information and Human Science, Kyoto Institute of Technology, Kyoto, Japan","institution_ids":["https://openalex.org/I27429435"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089537405","display_name":"Yahui Peng","orcid":"https://orcid.org/0000-0002-2520-1170"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"yahui Peng","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5110584610"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.22217979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"250","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10073","display_name":"Hepatocellular Carcinoma Treatment and Prognosis","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/cirrhosis","display_name":"Cirrhosis","score":0.9000332355499268},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.6463538408279419},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.5733555555343628},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4924837052822113},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.44587165117263794},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42210912704467773},{"id":"https://openalex.org/keywords/gastroenterology","display_name":"Gastroenterology","score":0.392708420753479},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3753291964530945},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3740289807319641},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.253153920173645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22797298431396484},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.20286667346954346}],"concepts":[{"id":"https://openalex.org/C2777214474","wikidata":"https://www.wikidata.org/wiki/Q147778","display_name":"Cirrhosis","level":2,"score":0.9000332355499268},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.6463538408279419},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.5733555555343628},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4924837052822113},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.44587165117263794},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42210912704467773},{"id":"https://openalex.org/C90924648","wikidata":"https://www.wikidata.org/wiki/Q120569","display_name":"Gastroenterology","level":1,"score":0.392708420753479},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3753291964530945},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3740289807319641},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.253153920173645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22797298431396484},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.20286667346954346}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snpd.2019.8935727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd.2019.8935727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1816714358","https://openalex.org/W2022706896","https://openalex.org/W2288867237","https://openalex.org/W2337773972","https://openalex.org/W2927381142","https://openalex.org/W4210990778","https://openalex.org/W4211260107","https://openalex.org/W4299999873"],"related_works":["https://openalex.org/W4385649027","https://openalex.org/W2381582913","https://openalex.org/W2431455317","https://openalex.org/W2360662173","https://openalex.org/W2169735879","https://openalex.org/W2417923641","https://openalex.org/W4400094315","https://openalex.org/W2921112476","https://openalex.org/W2367136502","https://openalex.org/W2393158688"],"abstract_inverted_index":{"Surface":[0],"nodularity":[1,27],"is":[2,84,91,113,128,134],"an":[3],"important":[4],"image":[5],"biomarker":[6],"for":[7,66],"cirrhosis.":[8],"In":[9],"this":[10],"study,":[11],"we":[12,46],"explore":[13],"how":[14],"the":[15,18,24,49,52,60,64,70,73,76,79,95,99,107,110,119,122,126,131,140,144,151,157,160,169,178,187],"location":[16],"of":[17,34,51,59,75,109,118,125,139,163],"liver":[19,25,40,81,112,180],"boundary":[20,53,68,132],"curve":[21,133,162],"may":[22],"influence":[23],"surface":[26],"(LSN).":[28],"Based":[29],"on":[30],"computed":[31],"tomography":[32],"images":[33],"7":[35],"patients":[36,43],"with":[37,44,156],"a":[38],"normal":[39,80,100,111,152,179],"and":[41,82,101,142,153,181],"9":[42],"cirrhosis,":[45,120],"quantitatively":[47],"estimate":[48],"LSN":[50,77,108,127,145,170],"curves":[54],"selected":[55,135],"from":[56,116,136,177],"different":[57,67,115,129,137],"locations":[58,138],"liver.":[61],"By":[62],"repeating":[63],"estimation":[65],"curves,":[69],"difference":[71],"in":[72],"variation":[74,123],"between":[78,98,150],"cirrhosis":[83,176],"investigated.":[85],"Receiver":[86],"operating":[87],"characteristic":[88],"(ROC)":[89],"analysis":[90],"used":[92,173],"to":[93,147,174,185],"assess":[94],"classification":[96,149],"performance":[97],"cirrhotic":[102,154],"livers.":[103],"Results":[104],"show":[105],"that":[106,117,121,143,168],"significantly":[114],"pattern":[124],"if":[130],"liver,":[141],"leads":[146],"accurate":[148],"livers":[155],"area":[158],"under":[159],"ROC":[161],"0.97-":[164],"0.98.":[165],"We":[166],"conclude":[167],"can":[171],"be":[172],"classify":[175],"studies":[182],"are":[183],"on-going":[184],"validate":[186],"conclusion.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
