{"id":"https://openalex.org/W4393069598","doi":"https://doi.org/10.1186/s12911-024-02473-8","title":"Machine learning models for predicting the onset of chronic kidney disease after surgery in patients with renal cell carcinoma","display_name":"Machine learning models for predicting the onset of chronic kidney disease after surgery in patients with renal cell carcinoma","publication_year":2024,"publication_date":"2024-03-22","ids":{"openalex":"https://openalex.org/W4393069598","doi":"https://doi.org/10.1186/s12911-024-02473-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/38519947"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-024-02473-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02473-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02473-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02473-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006667762","display_name":"Seol Whan Oh","orcid":null},"institutions":[{"id":"https://openalex.org/I87111246","display_name":"Catholic University of Korea","ror":"https://ror.org/01fpnj063","country_code":"KR","type":"education","lineage":["https://openalex.org/I87111246"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seol Whan Oh","raw_affiliation_strings":["Department of Biomedicine & Health Sciences, The Catholic University of Korea, 06591, Seoul, Korea","Department of Medical Informatics, College of Medicine, The Catholic University of Korea, 06591, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedicine & Health Sciences, The Catholic University of Korea, 06591, Seoul, Korea","institution_ids":["https://openalex.org/I87111246"]},{"raw_affiliation_string":"Department of Medical Informatics, College of Medicine, The Catholic University of Korea, 06591, Seoul, Korea","institution_ids":["https://openalex.org/I87111246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019050469","display_name":"Seok\u2010Soo Byun","orcid":"https://orcid.org/0000-0001-9356-9500"},"institutions":[{"id":"https://openalex.org/I2803058125","display_name":"Seoul National University Bundang Hospital","ror":"https://ror.org/00cb3km46","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I2802835388","https://openalex.org/I2803058125"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seok-Soo Byun","raw_affiliation_strings":["Department of Urology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, 13620, Seongnam, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, 13620, Seongnam, Korea","institution_ids":["https://openalex.org/I2803058125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053365125","display_name":"Jung Kwon Kim","orcid":"https://orcid.org/0000-0002-8069-6225"},"institutions":[{"id":"https://openalex.org/I2803058125","display_name":"Seoul National University Bundang Hospital","ror":"https://ror.org/00cb3km46","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I2802835388","https://openalex.org/I2803058125"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jung Kwon Kim","raw_affiliation_strings":["Department of Urology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, 13620, Seongnam, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, 13620, Seongnam, Korea","institution_ids":["https://openalex.org/I2803058125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052325883","display_name":"Chang Wook Jeong","orcid":"https://orcid.org/0000-0002-2200-5019"},"institutions":[{"id":"https://openalex.org/I2802835388","display_name":"Seoul National University Hospital","ror":"https://ror.org/01z4nnt86","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I2802835388"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chang Wook Jeong","raw_affiliation_strings":["Department of Urology, Seoul National University College of Medicine, Seoul National University Hospital, 03080, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Seoul National University College of Medicine, Seoul National University Hospital, 03080, Seoul, Korea","institution_ids":["https://openalex.org/I2802835388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059649335","display_name":"Cheol Kwak","orcid":"https://orcid.org/0000-0002-1987-2111"},"institutions":[{"id":"https://openalex.org/I2802835388","display_name":"Seoul National University Hospital","ror":"https://ror.org/01z4nnt86","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I2802835388"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cheol Kwak","raw_affiliation_strings":["Department of Urology, Seoul National University College of Medicine, Seoul National University Hospital, 03080, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Seoul National University College of Medicine, Seoul National University Hospital, 03080, Seoul, Korea","institution_ids":["https://openalex.org/I2802835388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071905039","display_name":"Eu Chang Hwang","orcid":"https://orcid.org/0000-0002-2031-124X"},"institutions":[{"id":"https://openalex.org/I4210092150","display_name":"Chonnam National University Hospital","ror":"https://ror.org/00f200z37","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I111277659","https://openalex.org/I4210092150"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eu Chang Hwang","raw_affiliation_strings":["Department of Urology, Chonnam National University Medical School, 61469, Gwangju, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Chonnam National University Medical School, 61469, Gwangju, Korea","institution_ids":["https://openalex.org/I4210092150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074039379","display_name":"Seok Ho Kang","orcid":"https://orcid.org/0000-0002-1524-5233"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seok Ho Kang","raw_affiliation_strings":["Department of Urology, Korea University School of Medicine, 02841, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Korea University School of Medicine, 02841, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089873628","display_name":"Jinsoo Chung","orcid":"https://orcid.org/0000-0003-2251-5331"},"institutions":[{"id":"https://openalex.org/I4210120052","display_name":"National Cancer Center","ror":"https://ror.org/02tsanh21","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I1290491151","https://openalex.org/I2801339556","https://openalex.org/I4210120052"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinsoo Chung","raw_affiliation_strings":["Department of Urology, National Cancer Center, 10408, Goyang, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, National Cancer Center, 10408, Goyang, Korea","institution_ids":["https://openalex.org/I4210120052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051087755","display_name":"Yong\u2010June Kim","orcid":"https://orcid.org/0000-0001-7638-7174"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong-June Kim","raw_affiliation_strings":["Department of Urology, Chungbuk National University College of Medicine, 28644, Cheongju, Korea","Department of Urology, College of Medicine, Chungbuk National University, 28644, Cheongju, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Chungbuk National University College of Medicine, 28644, Cheongju, Korea","institution_ids":["https://openalex.org/I163753206"]},{"raw_affiliation_string":"Department of Urology, College of Medicine, Chungbuk National University, 28644, Cheongju, Korea","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044649134","display_name":"Yun\u2010Sok Ha","orcid":"https://orcid.org/0000-0003-3732-9814"},"institutions":[{"id":"https://openalex.org/I2801673063","display_name":"Kyungpook National University Hospital","ror":"https://ror.org/04qn0xg47","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801673063","https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yun-Sok Ha","raw_affiliation_strings":["Department of Urology, School of Medicine, Kyungpook National University Chilgok Hospital, Kyungpook National University, 41404, Daegu, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, School of Medicine, Kyungpook National University Chilgok Hospital, Kyungpook National University, 41404, Daegu, Korea","institution_ids":["https://openalex.org/I2801673063"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007690589","display_name":"Sung\u2010Hoo Hong","orcid":"https://orcid.org/0000-0002-1952-4010"},"institutions":[{"id":"https://openalex.org/I4210092034","display_name":"St. Mary's Hospital","ror":"https://ror.org/00m860944","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210092034"]},{"id":"https://openalex.org/I4210160144","display_name":"The Catholic University of Korea Seoul St. Mary's Hospital","ror":"https://ror.org/056cn0e37","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210160144","https://openalex.org/I4405260414","https://openalex.org/I87111246"]},{"id":"https://openalex.org/I87111246","display_name":"Catholic University of Korea","ror":"https://ror.org/01fpnj063","country_code":"KR","type":"education","lineage":["https://openalex.org/I87111246"]}],"countries":["KR","US"],"is_corresponding":true,"raw_author_name":"Sung-Hoo Hong","raw_affiliation_strings":["Department of Urology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea. toomey@catholic.ac.kr","Department of Urology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea. toomey@catholic.ac.kr","institution_ids":["https://openalex.org/I4210160144","https://openalex.org/I4210092034","https://openalex.org/I87111246"]},{"raw_affiliation_string":"Department of Urology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4210160144","https://openalex.org/I87111246"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5007690589"],"corresponding_institution_ids":["https://openalex.org/I4210092034","https://openalex.org/I4210160144","https://openalex.org/I87111246"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":2.6296,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89695718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"85","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10449","display_name":"Renal cell carcinoma treatment","score":0.4490000009536743,"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/T10449","display_name":"Renal cell carcinoma treatment","score":0.4490000009536743,"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/T10408","display_name":"Chronic Kidney Disease and Diabetes","score":0.30880001187324524,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"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/T10458","display_name":"Bladder and Urothelial Cancer Treatments","score":0.014000000432133675,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/renal-cell-carcinoma","display_name":"Renal cell carcinoma","score":0.8349974155426025},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.817954421043396},{"id":"https://openalex.org/keywords/nephrectomy","display_name":"Nephrectomy","score":0.7707436084747314},{"id":"https://openalex.org/keywords/kidney-disease","display_name":"Kidney disease","score":0.7529262900352478},{"id":"https://openalex.org/keywords/renal-function","display_name":"Renal function","score":0.6150372624397278},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5606078505516052},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.5125670433044434},{"id":"https://openalex.org/keywords/kidney-cancer","display_name":"Kidney cancer","score":0.49034905433654785},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.43730857968330383},{"id":"https://openalex.org/keywords/urology","display_name":"Urology","score":0.3896715044975281},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.32815107703208923},{"id":"https://openalex.org/keywords/kidney","display_name":"Kidney","score":0.26910141110420227}],"concepts":[{"id":"https://openalex.org/C2777472916","wikidata":"https://www.wikidata.org/wiki/Q1164529","display_name":"Renal cell carcinoma","level":2,"score":0.8349974155426025},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.817954421043396},{"id":"https://openalex.org/C2780227381","wikidata":"https://www.wikidata.org/wiki/Q1357376","display_name":"Nephrectomy","level":3,"score":0.7707436084747314},{"id":"https://openalex.org/C2778653478","wikidata":"https://www.wikidata.org/wiki/Q1054718","display_name":"Kidney disease","level":2,"score":0.7529262900352478},{"id":"https://openalex.org/C159641895","wikidata":"https://www.wikidata.org/wiki/Q108377937","display_name":"Renal function","level":2,"score":0.6150372624397278},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5606078505516052},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.5125670433044434},{"id":"https://openalex.org/C2781068499","wikidata":"https://www.wikidata.org/wiki/Q3242950","display_name":"Kidney cancer","level":3,"score":0.49034905433654785},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.43730857968330383},{"id":"https://openalex.org/C126894567","wikidata":"https://www.wikidata.org/wiki/Q105650","display_name":"Urology","level":1,"score":0.3896715044975281},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.32815107703208923},{"id":"https://openalex.org/C2780091579","wikidata":"https://www.wikidata.org/wiki/Q9377","display_name":"Kidney","level":2,"score":0.26910141110420227}],"mesh":[{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D002292","descriptor_name":"Carcinoma, Renal Cell","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D005919","descriptor_name":"Glomerular Filtration Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005919","descriptor_name":"Glomerular Filtration Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005919","descriptor_name":"Glomerular Filtration Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005919","descriptor_name":"Glomerular Filtration Rate","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D007680","descriptor_name":"Kidney Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D009392","descriptor_name":"Nephrectomy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D009392","descriptor_name":"Nephrectomy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D009392","descriptor_name":"Nephrectomy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D009392","descriptor_name":"Nephrectomy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D051436","descriptor_name":"Renal Insufficiency, Chronic","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-024-02473-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02473-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02473-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:38519947","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38519947","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10960396","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10960396","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10960396/pdf/12911_2024_Article_2473.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,"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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:2d9437ad026c44408519d0dfea8ba1e9","is_oa":false,"landing_page_url":"https://doaj.org/article/2d9437ad026c44408519d0dfea8ba1e9","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-10 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12911-024-02473-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02473-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02473-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G3113236439","display_name":null,"funder_award_id":"KMDF_PR_20200901_0096","funder_id":"https://openalex.org/F4320322014","funder_display_name":"Ministry of Food and Drug Safety"},{"id":"https://openalex.org/G6035206624","display_name":null,"funder_award_id":"KMDF_PR_20200901_0096","funder_id":"https://openalex.org/F4320318847","funder_display_name":"Korea Medical Device Development Fund"}],"funders":[{"id":"https://openalex.org/F4320318847","display_name":"Korea Medical Device Development Fund","ror":null},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322014","display_name":"Ministry of Food and Drug Safety","ror":"https://ror.org/01f7dp456"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393069598.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W145371382","https://openalex.org/W861925310","https://openalex.org/W1525092088","https://openalex.org/W1903302369","https://openalex.org/W1966604070","https://openalex.org/W1972810639","https://openalex.org/W1988790447","https://openalex.org/W2010397777","https://openalex.org/W2046363506","https://openalex.org/W2069672800","https://openalex.org/W2080246189","https://openalex.org/W2085006623","https://openalex.org/W2096451472","https://openalex.org/W2103604968","https://openalex.org/W2130395838","https://openalex.org/W2141571201","https://openalex.org/W2145632027","https://openalex.org/W2145862305","https://openalex.org/W2156069570","https://openalex.org/W2236570754","https://openalex.org/W2286457472","https://openalex.org/W2290145898","https://openalex.org/W2413287875","https://openalex.org/W2569219946","https://openalex.org/W2605224424","https://openalex.org/W2613435286","https://openalex.org/W2618851150","https://openalex.org/W2792919287","https://openalex.org/W2804020118","https://openalex.org/W2895269073","https://openalex.org/W2898336166","https://openalex.org/W2922097507","https://openalex.org/W2972052374","https://openalex.org/W3008695158","https://openalex.org/W3033266910","https://openalex.org/W3038447340","https://openalex.org/W3128646645","https://openalex.org/W3135420375","https://openalex.org/W3195137260","https://openalex.org/W3211089406","https://openalex.org/W3214439486","https://openalex.org/W4225597912","https://openalex.org/W4280494793","https://openalex.org/W4280619993","https://openalex.org/W4285727625","https://openalex.org/W4295367053","https://openalex.org/W4320710063","https://openalex.org/W4366771581"],"related_works":["https://openalex.org/W2413748228","https://openalex.org/W207839426","https://openalex.org/W1828382869","https://openalex.org/W2091288360","https://openalex.org/W2990069740","https://openalex.org/W4388210755","https://openalex.org/W4298142241","https://openalex.org/W2416108574","https://openalex.org/W2094627664","https://openalex.org/W2359059759"],"abstract_inverted_index":{"BACKGROUND:":[0],"Patients":[1],"with":[2,72,158,199,215],"renal":[3,31],"cell":[4],"carcinoma":[5],"(RCC)":[6],"have":[7],"an":[8,159],"elevated":[9],"risk":[10,212],"of":[11,69,95,117,161,182],"chronic":[12],"kidney":[13],"disease":[14],"(CKD)":[15],"following":[16],"nephrectomy.":[17],"Therefore,":[18,34],"continuous":[19],"monitoring":[20],"and":[21,46,93,114,132,172],"subsequent":[22],"interventions":[23],"are":[24],"necessary.":[25],"It":[26],"is":[27,41,204],"recommended":[28],"to":[29,37,89,191,208],"evaluate":[30,209],"function":[32],"postoperatively.":[33],"a":[35,51,176,189,205],"tool":[36],"predict":[38,192],"CKD":[39,96,183,193,211],"onset":[40,194],"essential":[42],"for":[43,76],"postoperative":[44,222],"follow-up":[45],"management.":[47],"METHODS:":[48],"We":[49,187],"constructed":[50,75],"cohort":[52],"using":[53,125],"data":[54],"from":[55,59,78],"eight":[56],"tertiary":[57],"hospitals":[58],"the":[60,79,91,106,109,115,118,121,126,142,146,180],"Korean":[61],"Renal":[62],"Cell":[63],"Carcinoma":[64],"(KORCC)":[65],"database.":[66],"A":[67],"dataset":[68],"4389":[70],"patients":[71,198,214],"RCC":[73],"was":[74,102,123,141],"analysis":[77],"collected":[80],"data.":[81],"Nine":[82],"machine":[83],"learning":[84],"(ML)":[85],"models":[86,149],"were":[87],"used":[88],"classify":[90],"occurrence":[92,181],"nonoccurrence":[94],"after":[97,184,195],"surgery.":[98,185],"The":[99,137,151,163],"final":[100],"model":[101,122,154,190,203],"selected":[103],"based":[104],"on":[105,179],"area":[107],"under":[108],"receiver":[110],"operating":[111],"characteristic":[112],"(AUROC),":[113],"importance":[116],"variables":[119],"constituting":[120],"confirmed":[124,166],"shapley":[127],"additive":[128],"explanation":[129],"(SHAP)":[130],"value":[131,165],"Kaplan-Meier":[133],"survival":[134],"analyses.":[135],"RESULTS:":[136],"gradient":[138,152],"boost":[139,153],"algorithm":[140],"most":[143],"effective":[144],"among":[145],"various":[147],"ML":[148],"tested.":[150],"demonstrated":[155],"superior":[156],"performance":[157],"AUROC":[160],"0.826.":[162],"SHAP":[164],"that":[167],"preoperative":[168],"eGFR,":[169],"albumin":[170],"level,":[171],"tumor":[173],"size":[174],"had":[175],"significant":[177],"impact":[178],"CONCLUSIONS:":[186],"developed":[188],"surgery":[196],"in":[197,213],"RCC.":[200],"This":[201],"predictive":[202],"quantitative":[206],"approach":[207],"post-surgical":[210],"RCC,":[216],"facilitating":[217],"improved":[218],"prognosis":[219],"through":[220],"personalized":[221],"care.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
