{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T01:17:03Z","timestamp":1783732623942,"version":"3.55.0"},"reference-count":33,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["clinicalkey.fr","clinicalkey.jp","clinicalkey.es","clinicalkey.com.au","annalsofvascularsurgery.com","clinicalkey.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Annals of Vascular Surgery"],"published-print":{"date-parts":[[2025,6]]},"DOI":"10.1016\/j.avsg.2025.01.043","type":"journal-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T00:33:52Z","timestamp":1741739632000},"page":"163-172","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":4,"special_numbering":"C","title":["Contrast-Induced Acute Kidney Injury in Lower Limb Percutaneous Transluminal Angioplasty: A Machine Learning Approach for Preoperative Risk Prediction"],"prefix":"10.1016","volume":"115","author":[{"given":"Daniel Y.Z.","family":"Lim","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jason C.H.","family":"Goh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingke","family":"He","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Riece","family":"Koniman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haoyun","family":"Yap","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuhe","family":"Ke","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yilin Eileen","family":"Sim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hairil Rizal","family":"Abdullah","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.avsg.2025.01.043_bib1","doi-asserted-by":"crossref","first-page":"263","DOI":"10.2215\/CJN.03690907","article-title":"Contrast-induced nephropathy: what are the true clinical consequences?","volume":"3","author":"Rudnick","year":"2008","journal-title":"Clin J Am Soc Nephrol"},{"key":"10.1016\/j.avsg.2025.01.043_bib2","doi-asserted-by":"crossref","first-page":"930","DOI":"10.1053\/ajkd.2002.32766","article-title":"Hospital-acquired renal insufficiency","volume":"39","author":"Nash","year":"2002","journal-title":"Am J Kidney Dis"},{"key":"10.1016\/j.avsg.2025.01.043_bib3","doi-asserted-by":"crossref","first-page":"638","DOI":"10.1136\/heartjnl-2014-306962","article-title":"Contrast-induced nephropathy following angiography and cardiac interventions","volume":"102","author":"Rear","year":"2016","journal-title":"Heart"},{"key":"10.1016\/j.avsg.2025.01.043_bib4","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1016\/S0735-1097(96)82116-4","article-title":"Acute contrast nephropathy after coronary intervention: incidence, risk factors, and relationship to mortality","volume":"103","author":"McCullough","year":"1996","journal-title":"J Am Coll Cardiol"},{"key":"10.1016\/j.avsg.2025.01.043_bib5","doi-asserted-by":"crossref","first-page":"119","DOI":"10.3111\/200710119134","article-title":"Economic burden of contrast-induced nephropathy: implications for prevention strategies","volume":"10","author":"Subramanian","year":"2007","journal-title":"J Med Econ"},{"key":"10.1016\/j.avsg.2025.01.043_bib6","doi-asserted-by":"crossref","first-page":"362","DOI":"10.1016\/j.amjcard.2014.05.009","article-title":"Relation of contrast-induced nephropathy to long-term mortality after percutaneous coronary intervention","volume":"114","author":"Abe","year":"2014","journal-title":"Am J Cardiol"},{"key":"10.1016\/j.avsg.2025.01.043_bib7","doi-asserted-by":"crossref","first-page":"386","DOI":"10.1016\/j.ejvs.2015.08.023","article-title":"Contrast induced nephropathy and long-term renal decline after percutaneous transluminal angioplasty for symptomatic peripheral arterial disease","volume":"51","author":"Sigterman","year":"2016","journal-title":"Eur J Vasc Endovasc Surg"},{"key":"10.1016\/j.avsg.2025.01.043_bib8","doi-asserted-by":"crossref","first-page":"ii63","DOI":"10.1093\/bja\/aew213","article-title":"Contrast induced nephropathy in vascular surgery","volume":"117","author":"Wong","year":"2016","journal-title":"Br J Anaesth"},{"key":"10.1016\/j.avsg.2025.01.043_bib9","doi-asserted-by":"crossref","first-page":"79","DOI":"10.11622\/smedj.2020104","article-title":"Two-year clinical outcomes following lower limb endovascular revascularisation for chronic limb threatening ischaemia at a tertiary Asian vascular centre in Singapore","volume":"63","author":"Tay","year":"2020","journal-title":"Singapore Med J"},{"key":"10.1016\/j.avsg.2025.01.043_bib10","first-page":"1393","article-title":"A simple risk score for prediction of contrast-induced nephropathy after percutaneous coronary interventionDevelopment and initial validation","volume":"44","author":"Mehran","year":"2004","journal-title":"J Am Coll Cardiol"},{"key":"10.1016\/j.avsg.2025.01.043_bib11","doi-asserted-by":"crossref","first-page":"1515","DOI":"10.1016\/j.amjcard.2004.03.008","article-title":"Impact of nephropathy after percutaneous coronary intervention and a method for risk stratification","volume":"93","author":"Bartholomew","year":"2004","journal-title":"Am J Cardiol"},{"key":"10.1016\/j.avsg.2025.01.043_bib12","doi-asserted-by":"crossref","first-page":"211","DOI":"10.2147\/IJNRD.S171930","article-title":"Inflammatory milieu in contrast-induced nephropathy: a prospective single-center study","volume":"11","author":"Oweis","year":"2018","journal-title":"Int J Nephrol Renovasc Dis"},{"key":"10.1016\/j.avsg.2025.01.043_bib13","doi-asserted-by":"crossref","first-page":"20130738","DOI":"10.1259\/bjr.20130738","article-title":"The role of inflammation in contrast-induced nephropathy","volume":"87","author":"Kwasa","year":"2014","journal-title":"Br J Radiol"},{"key":"10.1016\/j.avsg.2025.01.043_bib14","doi-asserted-by":"crossref","DOI":"10.1038\/s41598-019-56615-4","article-title":"Inflammation as a predictor of acute kidney injury and mediator of higher mortality after acute kidney injury in non-cardiac surgery","volume":"9","author":"Murashima","year":"2019","journal-title":"Sci Rep"},{"key":"10.1016\/j.avsg.2025.01.043_bib15","doi-asserted-by":"crossref","first-page":"1493","DOI":"10.1007\/s11695-015-1938-6","article-title":"Predictors of perioperative acute kidney injury in obese patients undergoing laparoscopic bariatric surgery: a single-centre retrospective cohort study","volume":"26","author":"Abdullah","year":"2016","journal-title":"Obes Surg"},{"key":"10.1016\/j.avsg.2025.01.043_bib16","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1186\/s12910-017-0172-2","article-title":"Defining reasonable patient standard and preference for shared decision making among patients undergoing anaesthesia in Singapore","volume":"18","author":"Yek","year":"2017","journal-title":"BMC Med Ethics"},{"key":"10.1016\/j.avsg.2025.01.043_bib17","doi-asserted-by":"crossref","first-page":"1920","DOI":"10.1161\/CIRCULATIONAHA.115.001593","article-title":"Machine learning in medicine","volume":"132","author":"Deo","year":"2015","journal-title":"Circulation"},{"key":"10.1016\/j.avsg.2025.01.043_bib18","doi-asserted-by":"crossref","first-page":"461","DOI":"10.7326\/0003-4819-130-6-199903160-00002","article-title":"A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation","volume":"130","author":"Levey","year":"1999","journal-title":"Ann Intern Med"},{"key":"10.1016\/j.avsg.2025.01.043_bib20","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1038\/s42256-019-0138-9","article-title":"From local explanations to global understanding with explainable AI for trees","volume":"2","author":"Lundberg","year":"2020","journal-title":"Nat Mach Intell"},{"key":"10.1016\/j.avsg.2025.01.043_bib21","doi-asserted-by":"crossref","first-page":"2527","DOI":"10.1007\/s00330-011-2225-0","article-title":"Contrast induced nephropathy: updated ESUR contrast media safety committee guidelines","volume":"21","author":"Stacul","year":"2011","journal-title":"Eur Radiol"},{"key":"10.1016\/j.avsg.2025.01.043_bib22","doi-asserted-by":"crossref","first-page":"961","DOI":"10.1016\/j.amjcard.2018.06.012","article-title":"Anemia (hemoglobin \u2264 13 g\/dL) as a risk factor for contrast-induced acute kidney injury following coronary angiography","volume":"122","author":"Sreenivasan","year":"2018","journal-title":"Am J Cardiol"},{"key":"10.1016\/j.avsg.2025.01.043_bib23","doi-asserted-by":"crossref","first-page":"1065","DOI":"10.1007\/s11255-012-0340-8","article-title":"Impact of anemia on contrast-induced nephropathy (CIN) in patients undergoing percutaneous coronary interventions","volume":"45","author":"Li","year":"2013","journal-title":"Int Urol Nephrol"},{"key":"10.1016\/j.avsg.2025.01.043_bib24","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1097\/MCA.0000000000000823","article-title":"Inflammatory markers of contrast-induced nephropathy in patients with acute coronary syndrome","volume":"31","author":"Yildirim","year":"2020","journal-title":"Coron Artery Dis"},{"key":"10.1016\/j.avsg.2025.01.043_bib25","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1177\/0003319714535238","article-title":"Red cell distribution width predicts contrast-induced nephropathy in patients undergoing percutaneous coronary intervention for acute coronary syndrome","volume":"66","author":"Kurtul","year":"2015","journal-title":"Angiology"},{"key":"10.1016\/j.avsg.2025.01.043_bib26","doi-asserted-by":"crossref","first-page":"1862","DOI":"10.1161\/CIRCULATIONAHA.109.918417","article-title":"Inflammation in peripheral artery disease","volume":"122","author":"Brevetti","year":"2010","journal-title":"Circulation"},{"key":"10.1016\/j.avsg.2025.01.043_bib27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2013\/123589","article-title":"Why is diabetes mellitus a risk factor for contrast-induced nephropathy?","volume":"2013","author":"Heyman","year":"2013","journal-title":"Biomed Res Int"},{"key":"10.1016\/j.avsg.2025.01.043_bib28","doi-asserted-by":"crossref","DOI":"10.1155\/2014\/423848","article-title":"ACE-I\/ARB therapy prior to contrast exposure: what should the clinician do?","volume":"2014","author":"Kalyesubula","year":"2014","journal-title":"Biomed Res Int"},{"key":"10.1016\/j.avsg.2025.01.043_bib29","doi-asserted-by":"crossref","first-page":"292","DOI":"10.12659\/MSM.892446","article-title":"Furosemide with saline hydration for prevention of contrast-induced nephropathy in patients undergoing coronary angiography: a meta-analysis of randomized controlled trials","volume":"21","author":"Duan","year":"2015","journal-title":"Med Sci Monit"},{"key":"10.1016\/j.avsg.2025.01.043_bib30","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.carrev.2018.06.005","article-title":"A Bayesian network meta-analysis of preventive strategies for contrast-induced nephropathy after cardiac catheterization","volume":"20","author":"Khan","year":"2019","journal-title":"Cardiovasc Revasc Med"},{"key":"10.1016\/j.avsg.2025.01.043_bib31","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1016\/j.jacc.2013.09.017","article-title":"Short-term rosuvastatin therapy for prevention of contrast-induced acute kidney injury in patients with diabetes and chronic kidney disease","volume":"63","author":"Han","year":"2014","journal-title":"J Am Coll Cardiol"},{"key":"10.1016\/j.avsg.2025.01.043_bib33","doi-asserted-by":"crossref","first-page":"4263","DOI":"10.1093\/ndt\/gfs375","article-title":"A European Renal Best Practice (ERBP) position statement on the Kidney Disease Improving Global Outcomes (KDIGO) clinical practice guidelines on acute kidney injury: part 1: definitions, conservative management and contrast-induced nephropathy","volume":"27","author":"Fliser","year":"2012","journal-title":"Nephrol Dial Transpl"},{"key":"10.1016\/j.avsg.2025.01.043_bib34","doi-asserted-by":"crossref","first-page":"1602","DOI":"10.1007\/s003300050894","article-title":"Contrast-media-induced nephrotoxicity: a consensus report. Contrast Media safety committee, European society of urogenital radiology (ESUR)","volume":"9","author":"Morcos","year":"1999","journal-title":"Eur Radiol"},{"key":"10.1016\/j.avsg.2025.01.043_bib35","article-title":"Development of the Combined Assessment of Risk Encountered in Surgery (CARES) surgical risk calculator for prediction of postsurgical mortality and need for intensive care unit admission risk: a single-center retrospective study","volume":"8","author":"Chan","year":"2017","journal-title":"BMJ Open"}],"container-title":["Annals of Vascular Surgery"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0890509625000986?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0890509625000986?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T11:44:51Z","timestamp":1745927091000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0890509625000986"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6]]},"references-count":33,"alternative-id":["S0890509625000986"],"URL":"https:\/\/doi.org\/10.1016\/j.avsg.2025.01.043","relation":{},"ISSN":["0890-5096"],"issn-type":[{"value":"0890-5096","type":"print"}],"subject":[],"published":{"date-parts":[[2025,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Contrast-Induced Acute Kidney Injury in Lower Limb Percutaneous Transluminal Angioplasty: A Machine Learning Approach for Preoperative Risk Prediction","name":"articletitle","label":"Article Title"},{"value":"Annals of Vascular Surgery","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.avsg.2025.01.043","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}]}}