{"id":"https://openalex.org/W4200329069","doi":"https://doi.org/10.1155/2021/4990942","title":"Minimum Variance Algorithm-Based Correlation Analysis between Body Mass Index and the Malignant Degree of Prostate Cancer Mediated under Ultrasound Images","display_name":"Minimum Variance Algorithm-Based Correlation Analysis between Body Mass Index and the Malignant Degree of Prostate Cancer Mediated under Ultrasound Images","publication_year":2021,"publication_date":"2021-12-23","ids":{"openalex":"https://openalex.org/W4200329069","doi":"https://doi.org/10.1155/2021/4990942"},"language":"en","primary_location":{"id":"doi:10.1155/2021/4990942","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/4990942","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/4990942.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2021/4990942.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101524472","display_name":"Yong Wei","orcid":"https://orcid.org/0000-0001-9892-5172"},"institutions":[{"id":"https://openalex.org/I131434179","display_name":"Nanjing University of Chinese Medicine","ror":"https://ror.org/04523zj19","country_code":"CN","type":"education","lineage":["https://openalex.org/I131434179"]},{"id":"https://openalex.org/I4210116789","display_name":"Gaochun People's Hospital","ror":"https://ror.org/022cbyf89","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116789"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Wei","raw_affiliation_strings":["Department of Urology, Affiliated Hospital of Nanjing University of Chinese Medicine, 155 Hanzhong Road, Nanjing 210029, China","Department of Urology, Nanjing Gaochun People\u2019s Hospital, Nanjing 211300, China"],"raw_orcid":"https://orcid.org/0000-0001-9892-5172","affiliations":[{"raw_affiliation_string":"Department of Urology, Affiliated Hospital of Nanjing University of Chinese Medicine, 155 Hanzhong Road, Nanjing 210029, China","institution_ids":["https://openalex.org/I131434179"]},{"raw_affiliation_string":"Department of Urology, Nanjing Gaochun People\u2019s Hospital, Nanjing 211300, China","institution_ids":["https://openalex.org/I4210116789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101723424","display_name":"Hongru Zhu","orcid":"https://orcid.org/0000-0001-7327-6030"},"institutions":[{"id":"https://openalex.org/I4210116789","display_name":"Gaochun People's Hospital","ror":"https://ror.org/022cbyf89","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116789"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongru Zhu","raw_affiliation_strings":["Department of Urology, Nanjing Gaochun People\u2019s Hospital, Nanjing 211300, China"],"raw_orcid":"https://orcid.org/0000-0001-7327-6030","affiliations":[{"raw_affiliation_string":"Department of Urology, Nanjing Gaochun People\u2019s Hospital, Nanjing 211300, China","institution_ids":["https://openalex.org/I4210116789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338460","display_name":"Peng Chen","orcid":"https://orcid.org/0000-0002-5571-1569"},"institutions":[{"id":"https://openalex.org/I4210116789","display_name":"Gaochun People's Hospital","ror":"https://ror.org/022cbyf89","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116789"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Chen","raw_affiliation_strings":["Department of Urology, Nanjing Gaochun People\u2019s Hospital, Nanjing 211300, China"],"raw_orcid":"https://orcid.org/0000-0002-5571-1569","affiliations":[{"raw_affiliation_string":"Department of Urology, Nanjing Gaochun People\u2019s Hospital, Nanjing 211300, China","institution_ids":["https://openalex.org/I4210116789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102797749","display_name":"Wenren Zuo","orcid":"https://orcid.org/0000-0002-1126-2124"},"institutions":[{"id":"https://openalex.org/I131434179","display_name":"Nanjing University of Chinese Medicine","ror":"https://ror.org/04523zj19","country_code":"CN","type":"education","lineage":["https://openalex.org/I131434179"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenren Zuo","raw_affiliation_strings":["Department of Urology, Affiliated Hospital of Nanjing University of Chinese Medicine, 155 Hanzhong Road, Nanjing 210029, China"],"raw_orcid":"https://orcid.org/0000-0002-1126-2124","affiliations":[{"raw_affiliation_string":"Department of Urology, Affiliated Hospital of Nanjing University of Chinese Medicine, 155 Hanzhong Road, Nanjing 210029, China","institution_ids":["https://openalex.org/I131434179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103069014","display_name":"Wenhui Qian","orcid":"https://orcid.org/0000-0002-9368-1970"},"institutions":[{"id":"https://openalex.org/I4210116789","display_name":"Gaochun People's Hospital","ror":"https://ror.org/022cbyf89","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116789"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhui Qian","raw_affiliation_strings":["Department of Urology, Nanjing Gaochun People\u2019s Hospital, Nanjing 211300, China"],"raw_orcid":"https://orcid.org/0000-0002-9368-1970","affiliations":[{"raw_affiliation_string":"Department of Urology, Nanjing Gaochun People\u2019s Hospital, Nanjing 211300, China","institution_ids":["https://openalex.org/I4210116789"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101402936","display_name":"Qingyi Zhu","orcid":"https://orcid.org/0000-0002-3242-0654"},"institutions":[{"id":"https://openalex.org/I131434179","display_name":"Nanjing University of Chinese Medicine","ror":"https://ror.org/04523zj19","country_code":"CN","type":"education","lineage":["https://openalex.org/I131434179"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingyi Zhu","raw_affiliation_strings":["Department of Urology, Affiliated Hospital of Nanjing University of Chinese Medicine, 155 Hanzhong Road, Nanjing 210029, China"],"raw_orcid":"https://orcid.org/0000-0002-3242-0654","affiliations":[{"raw_affiliation_string":"Department of Urology, Affiliated Hospital of Nanjing University of Chinese Medicine, 155 Hanzhong Road, Nanjing 210029, China","institution_ids":["https://openalex.org/I131434179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101402936"],"corresponding_institution_ids":["https://openalex.org/I131434179"],"apc_list":{"value":2000,"currency":"USD","value_usd":2000},"apc_paid":{"value":2000,"currency":"USD","value_usd":2000},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24441224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T12979","display_name":"Cardiovascular Disease and Adiposity","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9836000204086304,"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/prostate-cancer","display_name":"Prostate cancer","score":0.6754707098007202},{"id":"https://openalex.org/keywords/body-mass-index","display_name":"Body mass index","score":0.6333662271499634},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6138814091682434},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6130125522613525},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5197022557258606},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5158523917198181},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.501927375793457},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.426051527261734},{"id":"https://openalex.org/keywords/prostate-biopsy","display_name":"Prostate biopsy","score":0.4260070025920868},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4120127558708191},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4119637906551361},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3729301989078522},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.3687896728515625},{"id":"https://openalex.org/keywords/urology","display_name":"Urology","score":0.3660281300544739},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.17990636825561523},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.11465263366699219}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.6754707098007202},{"id":"https://openalex.org/C2780221984","wikidata":"https://www.wikidata.org/wiki/Q131191","display_name":"Body mass index","level":2,"score":0.6333662271499634},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6138814091682434},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6130125522613525},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5197022557258606},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5158523917198181},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.501927375793457},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.426051527261734},{"id":"https://openalex.org/C2781217009","wikidata":"https://www.wikidata.org/wiki/Q4086927","display_name":"Prostate biopsy","level":4,"score":0.4260070025920868},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4120127558708191},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4119637906551361},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3729301989078522},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3687896728515625},{"id":"https://openalex.org/C126894567","wikidata":"https://www.wikidata.org/wiki/Q105650","display_name":"Urology","level":1,"score":0.3660281300544739},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.17990636825561523},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.11465263366699219}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/4990942","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/4990942","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/4990942.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7f17d663505e4536800ad8e68f9c19ec","is_oa":true,"landing_page_url":"https://doaj.org/article/7f17d663505e4536800ad8e68f9c19ec","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/4990942","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/4990942","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/4990942.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200329069.pdf","grobid_xml":"https://content.openalex.org/works/W4200329069.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1523228674","https://openalex.org/W2154037729","https://openalex.org/W2436415588","https://openalex.org/W2591941008","https://openalex.org/W2756974800","https://openalex.org/W2760020700","https://openalex.org/W2803343729","https://openalex.org/W2888486324","https://openalex.org/W2892371813","https://openalex.org/W2899075539","https://openalex.org/W2899908543","https://openalex.org/W2911439921","https://openalex.org/W2919651426","https://openalex.org/W2937045891","https://openalex.org/W2967844595","https://openalex.org/W2987228787","https://openalex.org/W2988226640","https://openalex.org/W4237298045"],"related_works":["https://openalex.org/W2088520467","https://openalex.org/W2075763133","https://openalex.org/W2376423713","https://openalex.org/W1583600832","https://openalex.org/W2084723631","https://openalex.org/W2566665866","https://openalex.org/W2358184952","https://openalex.org/W2936837947","https://openalex.org/W3115500073","https://openalex.org/W3096156950"],"abstract_inverted_index":{"This":[0],"study":[1],"was":[2,35,126,133,145,169,195,235,260,278,286],"to":[3,79,135],"explore":[4],"the":[5,8,39,68,85,123,148,161,166,174,186,192,201,220,269],"correlation":[6,144,149,239],"between":[7,150,240],"malignant":[9,290,303],"degree":[10,291,304],"of":[11,46,54,119,139,155,163,173,188,200,222,282,292,302,305],"prostate":[12,74,92],"cancer":[13],"(PCa)":[14],"and":[15,42,48,51,91,109,142,153,214,233,242,248,273,285],"body":[16],"mass":[17],"index":[18],"(BMI)":[19],"mediated":[20,76],"by":[21,37,77],"ultrasound":[22,55,78],"images":[23,56],"under":[24],"multioperator":[25],"algorithm":[26],"(MOA)":[27],"based":[28,262],"on":[29,88,263],"minimum":[30],"variance":[31],"(MV)":[32],"algorithm.":[33],"MOA":[34,259],"established":[36,261],"optimizing":[38],"smoothing":[40],"technique":[41],"diagonal":[43],"loading":[44],"algorithms":[45],"MV,":[47,265],"its":[49],"quality":[50,272],"processing":[52],"speed":[53],"were":[57,65,99,216],"compared":[58],"with":[59,219,289],"other":[60],"algorithms.":[61],"Ninety":[62],"two":[63,124],"patients":[64,98,121,164,190],"selected":[66],"as":[67,82],"subjects":[69],"investigated,":[70],"who":[71],"had":[72],"transrectal":[73],"biopsy":[75],"be":[80],"diagnosed":[81],"PCa":[83,104,112,140,224,284],"in":[84,122,165,191],"hospital.":[86],"Based":[87],"Gleason":[89,151,243],"score":[90,152,244],"specific":[93],"antigen":[94],"(PSA)":[95],"value,":[96],"all":[97],"divided":[100],"into":[101],"a":[102,110,279,296],"high-risk":[103,107,167,223,283],"group":[105,113,168,176,194,203],"(a":[106,114],"group)":[108],"non-high-risk":[111,115,175,193],"group).":[116],"The":[117,128,157],"proportion":[118,187],"obese":[120],"groups":[125],"compared.":[127],"logistic":[129],"regression":[130],"analysis":[131],"method":[132],"applied":[134],"analyze":[136],"related":[137],"factors":[138],"development,":[141],"Pearson":[143],"for":[146,299],"analyzing":[147],"BMI":[154,215,241,277],"patients.":[156],"results":[158],"showed":[159],"that":[160,172,199,258],"number":[162],"greater":[170],"than":[171,198],"(":[177,204,225],"<a:math":[178],"xmlns:a=\"http://www.w3.org/1998/Math/MathML\"":[179],"id=\"M1\">":[180],"<a:mi>P</a:mi>":[181],"</a:math>":[182],"&lt;":[183,210,231],"0.05),":[184,232],"while":[185],"nonobese":[189],"markedly":[196],"higher":[197],"higher-risk":[202],"<c:math":[205],"xmlns:c=\"http://www.w3.org/1998/Math/MathML\"":[206],"id=\"M2\">":[207],"<c:mi>P</c:mi>":[208],"</c:math>":[209],"0.01).":[211],"Both":[212],"PSA":[213],"obviously":[217],"correlated":[218,288],"development":[221],"<e:math":[226],"xmlns:e=\"http://www.w3.org/1998/Math/MathML\"":[227],"id=\"M3\">":[228],"<e:mi>P</e:mi>":[229],"</e:math>":[230],"there":[234],"an":[236],"extreme":[237],"positive":[238],"(r":[245],"=":[246,254],"0.661":[247],"<g:math":[249],"xmlns:g=\"http://www.w3.org/1998/Math/MathML\"":[250],"id=\"M4\">":[251],"<g:mi>P</g:mi>":[252],"</g:math>":[253],"0.007).":[255],"It":[256],"indicated":[257],"conventional":[264],"which":[266,294],"could":[267],"increase":[268],"ultrasonic":[270],"image":[271],"calculation":[274],"speed.":[275],"Besides,":[276],"risk":[280],"factor":[281],"positively":[287],"PCa,":[293],"provided":[295],"referable":[297],"evidence":[298],"clinical":[300],"evaluation":[301],"PCa.":[306]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
