{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T02:42:51Z","timestamp":1776912171837,"version":"3.51.2"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T00:00:00Z","timestamp":1773619200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T00:00:00Z","timestamp":1776902400000},"content-version":"vor","delay-in-days":38,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"funder":[{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"crossref","award":["ZR2020QH019"],"award-info":[{"award-number":["ZR2020QH019"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"crossref","award":["ZR2021MH066"],"award-info":[{"award-number":["ZR2021MH066"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BMC Med Inform Decis Mak"],"DOI":"10.1186\/s12911-026-03437-w","type":"journal-article","created":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T15:47:01Z","timestamp":1773676021000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Construction of classification model and analysis of risk factors in patients with multi-vessel coronary artery disease"],"prefix":"10.1186","volume":"26","author":[{"given":"Yaru","family":"Song","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaowei","family":"Cao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haibei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaowen","family":"Tian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haoran","family":"Hua","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Misbahul","family":"Ferdous","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,3,16]]},"reference":[{"issue":"2","key":"3437_CR1","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/j.rec.2013.10.002","volume":"67","author":"I Ferreira-Gonz\u00e1lez","year":"2014","unstructured":"Ferreira-Gonz\u00e1lez I. The Epidemiology of Coronary Heart Disease. Revista Espa\u00f1ola de Cardiolog\u00eda. (English Edition). 2014;67(2):139\u201344. https:\/\/doi.org\/10.1016\/j.rec.2013.10.002.","journal-title":"(English Edition)"},{"issue":"14","key":"3437_CR2","doi-asserted-by":"publisher","first-page":"1709","DOI":"10.1093\/eurheartj\/ehm184","volume":"28","author":"P Sorajja","year":"2007","unstructured":"Sorajja P, Gersh BJ, Cox DA, McLaughlin MG, Zimetbaum P, Costantini C, et al. Impact of multivessel disease on reperfusion success and clinical outcomes in patients undergoing primary percutaneous coronary intervention for acute myocardial infarction. Eur Heart J. 2007;28(14):1709\u201316. https:\/\/doi.org\/10.1093\/eurheartj\/ehm184. Epub 2007\/06\/09.","journal-title":"Eur Heart J"},{"key":"3437_CR3","doi-asserted-by":"publisher","unstructured":"Tovar Forero MN, Zanchin T, Masdjedi K, van Zandvoort LJC, Kardys I, Zijlstra F, et al. Incidence and predictors of outcomes after a first definite coronary stent thrombosis. EuroIntervention: Journal of EuroPCR in collaboration with the Working Group on Interventional Cardiology of the European Society of Cardiology. 2020;16(4):e344\u201350. Epub 2019\/09\/03. https:\/\/doi.org\/10.4244\/eij-d-19-00219. PubMed PMID: 31475906.","DOI":"10.4244\/eij-d-19-00219"},{"issue":"1","key":"3437_CR4","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1080\/00015385.2021.1999570","volume":"78","author":"I Almeida","year":"2023","unstructured":"Almeida I, Chin J, Santos H, Santos M, Miranda H, Almeida S, et al. Revascularization strategies in STEMI and multivessel disease. Acta Cardiol. 2023;78(1):32\u20139. PubMed PMID: 34875967.","journal-title":"Acta Cardiol"},{"issue":"16","key":"3437_CR5","doi-asserted-by":"publisher","first-page":"2074","DOI":"10.1016\/j.jacc.2019.07.083","volume":"74","author":"M Qintar","year":"2019","unstructured":"Qintar M, Humphries KH, Park JE, Arnold SV, Tang Y, Jones P, et al. Individualizing Revascularization Strategy for Diabetic Patients With Multivessel Coronary Disease. J Am Coll Cardiol. 2019;74(16):2074\u201384. PubMed PMID: 31623766; PubMed Central PMCID: PMCPMC7260040.","journal-title":"J Am Coll Cardiol"},{"key":"3437_CR6","doi-asserted-by":"publisher","unstructured":"Glovaci D, Fan W, Wong ND. Epidemiology of diabetes mellitus and cardiovascular disease. Curr Cardiol Rep. 2019;21(4). https:\/\/doi.org\/10.1007\/s11886-019-1107-y.","DOI":"10.1007\/s11886-019-1107-y"},{"key":"3437_CR7","doi-asserted-by":"publisher","unstructured":"Calle MCA, Abbasi MA, Salah HM, Scott CG, Bello LBG, Bonikowske AR, et al. Age, hypertension, and exercise capacity are independently associated with likelihood of multi-vessel disease in patients referred for treadmill exercise testing: the intermediate-high-workload treadmill score (IHWTS). Rev Cardiovasc Med. 2023;24(4):108. Epub 2023\/04\/17. https:\/\/doi.org\/10.31083\/j.rcm2404108. PubMed PMID: 39076284; PubMed Central PMCID: PMCPMC11273057.","DOI":"10.31083\/j.rcm2404108"},{"key":"3437_CR8","doi-asserted-by":"publisher","unstructured":"Michelucci E, Rocchiccioli S, Gaggini M, Ndreu R, Berti S, Vassalle C. Ceramides and cardiovascular risk factors, inflammatory parameters and left ventricular function in AMI patients. Biomedicines. 2022;10(2). https:\/\/doi.org\/10.3390\/biomedicines10020429. Epub 2022\/02\/26.","DOI":"10.3390\/biomedicines10020429"},{"key":"3437_CR9","doi-asserted-by":"publisher","unstructured":"Ayd\u0131n C, Uyan U, Karadeniz M, Demirk\u0131ran A. Role of simple inflammatory parameters in predicting the severity of coronary artery disease. Revista da Associacao Medica Brasileira (1992). 2023;69(11):e20230518. Epub 2023\/10\/11. https:\/\/doi.org\/10.1590\/1806-9282.20230518. PubMed PMID: 37820166; PubMed Central PMCID: PMCPMC10561913.","DOI":"10.1590\/1806-9282.20230518"},{"issue":"1","key":"3437_CR10","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1186\/s12933-022-01615-4","volume":"21","author":"J Wang","year":"2022","unstructured":"Wang J, Huang X, Fu C, Sheng Q, Liu P. Association between triglyceride glucose index, coronary artery calcification and multivessel coronary disease in Chinese patients with acute coronary syndrome. Cardiovasc Diabetol. 2022;21(1):187. https:\/\/doi.org\/10.1186\/s12933-022-01615-4. Epub 2022\/09\/17.","journal-title":"Cardiovasc Diabetol"},{"issue":"5","key":"3437_CR11","doi-asserted-by":"publisher","first-page":"465","DOI":"10.3892\/etm.2021.9896","volume":"21","author":"G Liu","year":"2021","unstructured":"Liu G, Fan CM, Guo H, Fan WN, Li ML, Cui GX. Fibrinogen-to-albumin ratio predicts long-term outcomes for patients with ST-elevation myocardial infarction and multivessel disease: A prospective observational cohort study. Experimental therapeutic Med. 2021;21(5):465. PubMed PMID: 33767762; PubMed Central PMCID: PMCPMC7976379.","journal-title":"Experimental therapeutic Med"},{"issue":"21","key":"3437_CR12","doi-asserted-by":"publisher","first-page":"e030881","DOI":"10.1161\/jaha.123.030881","volume":"12","author":"K Kanenawa","year":"2023","unstructured":"Kanenawa K, Yamaji K, Kohsaka S, Ishii H, Amano T, Ando K, et al. Age-Stratified Prevalence and Relative Prognostic Significance of Traditional Atherosclerotic Risk Factors: A Report from the Nationwide Registry of Percutaneous Coronary Interventions in Japan. J Am Heart Association. 2023;12(21):e030881. https:\/\/doi.org\/10.1161\/jaha.123.030881. Epub 2023\/10\/18.","journal-title":"J Am Heart Association"},{"key":"3437_CR13","doi-asserted-by":"publisher","first-page":"107602962211392","DOI":"10.1177\/10760296221139258","volume":"28","author":"H Lian","year":"2022","unstructured":"Lian H, Zhao Z, Ma K, Ding Z, Sun L, Zhang Y. Establishment of a Predictive Model for Poor Prognosis of Incomplete Revascularization in Patients with Coronary Heart Disease and Multivessel Disease. Clinical and applied thrombosis\/hemostasis. official J Int Acad Clin Appl Thrombosis\/Hemostasis. 2022;28:10760296221139258. Epub 2022\/12\/28. doi: 10.1177\/10760296221139258. PubMed PMID: 36573034; PubMed Central PMCID: PMCPMC9806495.","journal-title":"official J Int Acad Clin Appl Thrombosis\/Hemostasis"},{"key":"3437_CR14","doi-asserted-by":"publisher","first-page":"e76215","DOI":"10.2196\/76215","volume":"27","author":"MY Yu","year":"2025","unstructured":"Yu MY, Yoo HY, Han GI, Kim EJ, Son YJ. Comparing the Performance of Machine Learning Models and Conventional Risk Scores for Predicting Major Adverse Cardiovascular Cerebrovascular Events After Percutaneous Coronary Intervention in Patients With Acute Myocardial Infarction: Systematic Review and Meta-Analysis. J Med Internet Res. 2025;27:e76215. Epub 2025\/07\/18. doi: 10.2196\/76215. PubMed PMID: 40680235; PubMed Central PMCID: PMCPMC12295455.","journal-title":"J Med Internet Res"},{"key":"3437_CR15","doi-asserted-by":"publisher","unstructured":"Panteris E, Deda O, Papazoglou AS, Karagiannidis E, Liapikos T, Begou O, et al. Machine learning algorithm to predict obstructive coronary artery disease: insights from the CorLipid trial. Metabolites. 2022;12(9). https:\/\/doi.org\/10.3390\/metabo12090816. Epub 2022\/09\/24.","DOI":"10.3390\/metabo12090816"},{"key":"3437_CR16","doi-asserted-by":"publisher","unstructured":"Sayadi M, Varadarajan V, Sadoughi F, Chopannejad S, Langarizadeh M. A Machine learning model for detection of coronary artery disease using noninvasive clinical parameters. Life (Basel, Switzerland). 2022;12(11). Epub 2022\/11\/27. https:\/\/doi.org\/10.3390\/life12111933. PubMed PMID: 36431068; PubMed Central PMCID: PMCPMC9698583.","DOI":"10.3390\/life12111933"},{"issue":"2","key":"3437_CR17","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1093\/eurheartj\/ehy394","volume":"40","author":"FJ Neumann","year":"2019","unstructured":"Neumann FJ, Sousa-Uva M, Ahlsson A, Alfonso F, Banning AP, Benedetto U, et al. 2018 ESC\/EACTS Guidelines on myocardial revascularization. Eur Heart J. 2019;40(2):87\u2013165. https:\/\/doi.org\/10.1093\/eurheartj\/ehy394. Epub 2018\/08\/31.","journal-title":"Eur Heart J"},{"issue":"9","key":"3437_CR18","doi-asserted-by":"publisher","first-page":"833","DOI":"10.1016\/j.jcin.2018.02.028","volume":"11","author":"V Pasceri","year":"2018","unstructured":"Pasceri V, Patti G, Pelliccia F, Gaudio C, Speciale G, Mehran R, et al. Complete Revascularization During Primary Percutaneous Coronary Intervention Reduces Death and Myocardial Infarction in Patients With Multivessel Disease: Meta-Analysis and Meta-Regression of Randomized Trials. JACC Cardiovasc interventions. 2018;11(9):833\u201343. https:\/\/doi.org\/10.1016\/j.jcin.2018.02.028. Epub 2018\/05\/12.","journal-title":"JACC Cardiovasc interventions"},{"issue":"9","key":"3437_CR19","doi-asserted-by":"publisher","first-page":"1322","DOI":"10.1093\/eurjpc\/zwaa031","volume":"29","author":"E Aribas","year":"2022","unstructured":"Aribas E, Ahmadizar F, Mutlu U, Ikram MK, Bos D, Laven JSE, et al. Sex steroids and markers of micro- and macrovascular damage among women and men from the general population. Eur J Prev Cardiol. 2022;29(9):1322\u201330. https:\/\/doi.org\/10.1093\/eurjpc\/zwaa031. Epub 2021\/02\/14.","journal-title":"Eur J Prev Cardiol"},{"issue":"5","key":"3437_CR20","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1016\/j.jacc.2015.12.005","volume":"67","author":"RA Kloner","year":"2016","unstructured":"Kloner RA, Carson C 3rd, Dobs A, Kopecky S, Mohler ER 3. Testosterone and Cardiovascular Disease. J Am Coll Cardiol. 2016;67(5):545\u201357. PubMed PMID: 26846952.","journal-title":"J Am Coll Cardiol"},{"issue":"1","key":"3437_CR21","doi-asserted-by":"publisher","first-page":"e13885","DOI":"10.1111\/eci.13885","volume":"53","author":"A Yerly","year":"2023","unstructured":"Yerly A, van der Vorst EPC, Baumgartner I, Bernhard SM, Schindewolf M, D\u00f6ring Y. Sex-specific and hormone-related differences in vascular remodelling in atherosclerosis. Eur J Clin Invest. 2023;53(1):e13885. https:\/\/doi.org\/10.1111\/eci.13885. Epub 2022\/10\/12.","journal-title":"Eur J Clin Invest"},{"issue":"21","key":"3437_CR22","doi-asserted-by":"publisher","first-page":"e026953","DOI":"10.1161\/jaha.122.026953","volume":"11","author":"JN Njoroge","year":"2022","unstructured":"Njoroge JN, Tressel W, Biggs ML, Matsumoto AM, Smith NL, Rosenberg E, et al. Circulating Androgen Concentrations and Risk of Incident Heart Failure in Older Men: The Cardiovascular Health Study. J Am Heart Association. 2022;11(21):e026953. https:\/\/doi.org\/10.1161\/jaha.122.026953. Epub 2022\/10\/27.","journal-title":"J Am Heart Association"},{"issue":"2","key":"3437_CR23","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1093\/ehjqcco\/qcad033","volume":"10","author":"C Qu","year":"2024","unstructured":"Qu C, Liao S, Zhang J, Cao H, Zhang H, Zhang N, et al. Burden of cardiovascular disease among elderly: based on the Global Burden of Disease Study 2019. Eur heart J Qual care Clin outcomes. 2024;10(2):143\u201353. https:\/\/doi.org\/10.1093\/ehjqcco\/qcad033. Epub 2023\/06\/10.","journal-title":"Eur heart J Qual care Clin outcomes"},{"issue":"1","key":"3437_CR24","doi-asserted-by":"publisher","first-page":"4646","DOI":"10.1038\/s41467-023-39521-2","volume":"14","author":"YJ van de Vegte","year":"2023","unstructured":"van de Vegte YJ, Eppinga RN, van der Ende MY, Hagemeijer YP, Mahendran Y, Salfati E, et al. Genetic insights into resting heart rate and its role in cardiovascular disease. Nat Commun. 2023;14(1):4646. https:\/\/doi.org\/10.1038\/s41467-023-39521-2. Epub 2023\/08\/03.","journal-title":"Nat Commun"},{"issue":"8","key":"3437_CR25","doi-asserted-by":"publisher","first-page":"1530","DOI":"10.1097\/hjh.0000000000003179","volume":"40","author":"G Grassi","year":"2022","unstructured":"Grassi G, Fowler B, Scali B, Rossi F, Motto E, Pieruzzi F, et al. Sympathetic activation and heart rate thresholds for cardiovascular risk in chronic kidney disease. J Hypertens. 2022;40(8):1530\u20136. https:\/\/doi.org\/10.1097\/hjh.0000000000003179. Epub 2022\/07\/07.","journal-title":"J Hypertens"},{"key":"3437_CR26","doi-asserted-by":"publisher","unstructured":"Sobieraj P, Lewandowski J, Si\u0144ski M. Diabetes: at what resting heart rate does the risk of cardiovascular events increase? Kardiologia polska. 2025. Epub 2025\/08\/22. https:\/\/doi.org\/10.33963\/v.phj.108166. PubMed PMID: 40844465.","DOI":"10.33963\/v.phj.108166"},{"issue":"23","key":"3437_CR27","doi-asserted-by":"publisher","first-page":"2262","DOI":"10.1016\/j.jacc.2024.03.423","volume":"83","author":"CDL Johannesen","year":"2024","unstructured":"Johannesen CDL, Langsted A, Nordestgaard BG, Mortensen MB. Excess Apolipoprotein B and Cardiovascular Risk in Women and Men. J Am Coll Cardiol. 2024;83(23):2262\u201373. https:\/\/doi.org\/10.1016\/j.jacc.2024.03.423. Epub 2024\/06\/06.","journal-title":"J Am Coll Cardiol"},{"issue":"5","key":"3437_CR28","doi-asserted-by":"publisher","first-page":"e647","DOI":"10.1016\/j.jacl.2024.08.013","volume":"18","author":"DE Soffer","year":"2024","unstructured":"Soffer DE, Marston NA, Maki KC, Jacobson TA, Bittner VA, Pe\u00f1a JM, et al. Role of apolipoprotein B in the clinical management of cardiovascular risk in adults: An Expert Clinical Consensus from the National Lipid Association. J Clin Lipidol. 2024;18(5):e647\u201363. PubMed PMID: 39256087; PubMed Central PMCID: PMCPMC11734832.","journal-title":"J Clin Lipidol"},{"issue":"5","key":"3437_CR29","doi-asserted-by":"publisher","first-page":"e019060","DOI":"10.1161\/jaha.120.019060","volume":"10","author":"S Lee","year":"2021","unstructured":"Lee S, Park JM, Ann SJ, Kang M, Cheon EJ, An DB, et al. Cholesterol Efflux and Collateral Circulation in Chronic Total Coronary Occlusion: Effect-Circ Study. J Am Heart Association. 2021;10(5):e019060. https:\/\/doi.org\/10.1161\/jaha.120.019060. Epub 2021\/02\/27.","journal-title":"J Am Heart Association"},{"issue":"1","key":"3437_CR30","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1161\/circresaha.116.308537","volume":"120","author":"A Oesterle","year":"2017","unstructured":"Oesterle A, Laufs U, Liao JK. Pleiotropic Effects of Statins on the Cardiovascular System. Circul Res. 2017;120(1):229\u201343. https:\/\/doi.org\/10.1161\/circresaha.116.308537. Epub 2017\/01\/07.","journal-title":"Circul Res"},{"key":"3437_CR31","doi-asserted-by":"publisher","first-page":"7","DOI":"10.33963\/KP.a2023.0162","volume":"81","author":"P Mitkowski","year":"2023","unstructured":"Mitkowski P, Witkowski A, St\u0119pi\u0144ska J, Banach M, Jankowski P, G\u0105sior M, et al. Position of the Polish Cardiac Society on therapeutic targets for LDL cholesterol concentrations in secondary prevention of myocardial infarctions. Kardiologia Polska. 2023;81:7\u20138. https:\/\/doi.org\/10.33963\/KP.a2023.0162. Epub 2023\/07\/25.","journal-title":"Kardiologia Polska"},{"issue":"9","key":"3437_CR32","doi-asserted-by":"publisher","first-page":"270","DOI":"10.31083\/j.rcm2409270","volume":"24","author":"Y Zhang","year":"2023","unstructured":"Zhang Y, Zhang A, Wu Y, Zhang Y, Hu W, Chen P, et al. Early Addition of Evolocumab to Statin Treatment in Patients with Acute Coronary Syndrome and Multivessel Disease Undergoing Percutaneous Coronary Intervention. Rev Cardiovasc Med. 2023;24(9):270. https:\/\/doi.org\/10.31083\/j.rcm2409270. Epub 2024\/07\/30.","journal-title":"Rev Cardiovasc Med"},{"issue":"1","key":"3437_CR33","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1186\/s12944-024-02228-4","volume":"23","author":"Y Song","year":"2024","unstructured":"Song Y, Zhang J, Yuan H, Zhao P. An overview of the application and potential mechanism on the triglyceride glucose index with multi-vessel coronary disease. Lipids Health Dis. 2024;23(1):238. https:\/\/doi.org\/10.1186\/s12944-024-02228-4. Epub 2024\/08\/03.","journal-title":"Lipids Health Dis"},{"key":"3437_CR34","doi-asserted-by":"publisher","first-page":"1483468","DOI":"10.3389\/fendo.2024.1483468","volume":"15","author":"Y Li","year":"2024","unstructured":"Li Y, Li H, Chen X, Liang X. Association between various insulin resistance indices and cardiovascular disease in middle-aged and elderly individuals: evidence from two prospectives nationwide cohort surveys. Front Endocrinol. 2024;15:1483468. PubMed PMID: 39649228; PubMed Central PMCID: PMCPMC11620891.","journal-title":"Front Endocrinol"},{"issue":"1","key":"3437_CR35","doi-asserted-by":"publisher","first-page":"168","DOI":"10.1186\/s12933-022-01606-5","volume":"21","author":"X Wang","year":"2022","unstructured":"Wang X, Xu W, Song Q, Zhao Z, Meng X, Xia C, et al. Association between the triglyceride-glucose index and severity of coronary artery disease. Cardiovasc Diabetol. 2022;21(1):168. https:\/\/doi.org\/10.1186\/s12933-022-01606-5. Epub 2022\/09\/02.","journal-title":"Cardiovasc Diabetol"},{"issue":"2","key":"3437_CR36","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1007\/s11906-020-1017-9","volume":"22","author":"CC Nwabuo","year":"2020","unstructured":"Nwabuo CC, Vasan RS. Pathophysiology of Hypertensive Heart Disease: Beyond Left Ventricular Hypertrophy. Curr Hypertens Rep. 2020;22(2):11. https:\/\/doi.org\/10.1007\/s11906-020-1017-9. Epub 2020\/02\/06.","journal-title":"Curr Hypertens Rep"},{"issue":"5","key":"3437_CR37","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1097\/crd.0000000000000440","volume":"31","author":"LM Buja","year":"2023","unstructured":"Buja LM. Pathobiology of Myocardial Ischemia and Reperfusion Injury: Models, Modes, Molecular Mechanisms, Modulation, and Clinical Applications. Cardiol Rev. 2023;31(5):252\u201364. https:\/\/doi.org\/10.1097\/crd.0000000000000440. Epub 2022\/02\/18.","journal-title":"Cardiol Rev"},{"key":"3437_CR38","doi-asserted-by":"publisher","unstructured":"Bhar-Amato J, Roy A, Lambert B, Kassou S, Hoole SP, Agarwal S. Sudden cardiac death due to ventricular arrhythmia in acute coronary occlusion: potential roles of the sinoatrial nodal artery and conus artery. J Cardiovasc Dev Dis. 2025;12(6). Epub 2025\/05\/31. https:\/\/doi.org\/10.3390\/jcdd12060210. PubMed PMID: 40558645; PubMed Central PMCID: PMCPMC12193499.","DOI":"10.3390\/jcdd12060210"},{"issue":"1","key":"3437_CR39","doi-asserted-by":"publisher","first-page":"14966","DOI":"10.1038\/s41598-024-63798-y","volume":"14","author":"H Sang","year":"2024","unstructured":"Sang H, Lee H, Lee M, Park J, Kim S, Woo HG, et al. Prediction model for cardiovascular disease in patients with diabetes using machine learning derived and validated in two independent Korean cohorts. Sci Rep. 2024;14(1):14966. https:\/\/doi.org\/10.1038\/s41598-024-63798-y. Epub 2024\/06\/29.","journal-title":"Sci Rep"},{"key":"3437_CR40","doi-asserted-by":"publisher","first-page":"1628309","DOI":"10.3389\/fphys.2025.1628309","volume":"16","author":"LX Hong","year":"2025","unstructured":"Hong LX, Wu WJ, Chen X, Xiong DQ, Zhang YQ, Xu XD, et al. Fusing wrist pulse and ECG data for enhanced identification of coronary heart disease and its complications. Front Physiol. 2025;16:1628309. PubMed PMID: 40800731; PubMed Central PMCID: PMCPMC12339523.","journal-title":"Front Physiol"}],"container-title":["BMC Medical Informatics and Decision Making"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/article\/10.1186\/s12911-026-03437-w","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s12911-026-03437-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s12911-026-03437-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T02:22:09Z","timestamp":1776910929000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1186\/s12911-026-03437-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,16]]},"references-count":40,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2026,12]]}},"alternative-id":["3437"],"URL":"https:\/\/doi.org\/10.1186\/s12911-026-03437-w","relation":{},"ISSN":["1472-6947"],"issn-type":[{"value":"1472-6947","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,16]]},"assertion":[{"value":"10 January 2026","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 March 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 March 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"This study conformed to the Declaration of Helsinki and was approved by the Ethics Committee of Shandong Provincial Hospital affiliated with Shandong First Medical University (SWYX: NO.2020\u2009\u2212\u2009170). In consideration of the retrospective nature, the need for consent to participate was waived by the Ethics Committee of Shandong Provincial Hospital affiliated with Shandong First Medical University.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval and consent to participate"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"The authors declare no competing interests.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"136"}}