{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T11:31:38Z","timestamp":1791459098701,"version":"4.3.4"},"reference-count":55,"publisher":"Informa UK Limited","license":[{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGM"],"DOI":"10.2147\/ijgm.s523029","type":"journal-article","created":{"date-parts":[[2025,6,7]],"date-time":"2025-06-07T12:35:11Z","timestamp":1749299711000},"page":"2957-2972","source":"Crossref","is-referenced-by-count":1,"title":["Development and Validation of a Machine Learning Model for Predicting Long-Term Depression Risk in ACS Patients After PCI: A Retrospective Cohort Study"],"prefix":"10.2147","volume":"Volume 18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0788-0384","authenticated-orcid":true,"given":"Huasheng","family":"Lv","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fengyu","family":"Sun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuchen","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinrong","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2025,6]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"2982","DOI":"10.1016\/j.jacc.2020.11.010","volume":"76","author":"Roth","year":"2020","journal-title":"J Am Coll Cardiol"},{"key":"ref2","doi-asserted-by":"publisher","first-page":"3720","DOI":"10.1093\/eurheartj\/ehad191","volume":"44","author":"Byrne","year":"2023","journal-title":"Eur Heart J"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1016\/j.jad.2020.01.136","volume":"266","author":"Song","year":"2020","journal-title":"J Affect Disord"},{"key":"ref4","doi-asserted-by":"publisher","first-page":"2496","DOI":"10.1016\/j.ijcard.2012.04.028","volume":"167","author":"Damen","year":"2013","journal-title":"Int J Cardiol"},{"key":"ref5","doi-asserted-by":"publisher","first-page":"552","DOI":"10.1177\/2047487315571889","volume":"23","author":"van Dijk","year":"2016","journal-title":"Eur J Prev Cardiol"},{"key":"ref6","doi-asserted-by":"publisher","first-page":"1126","DOI":"10.1080\/13548506.2020.1837388","volume":"26","author":"Hou","year":"2021","journal-title":"Psychol Health Med"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"e37906","DOI":"10.1097\/MD.0000000000037906","volume":"103","author":"Dong","year":"2024","journal-title":"Medicine"},{"key":"ref8","doi-asserted-by":"publisher","first-page":"6","DOI":"10.4103\/ipj.ipj_126_21","volume":"31","author":"Saini","year":"2022","journal-title":"Ind Psychiatry J"},{"key":"ref9","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1001\/jama.2024.5756","volume":"332","author":"Simon","year":"2024","journal-title":"JAMA"},{"key":"ref10","doi-asserted-by":"publisher","first-page":"101803","DOI":"10.1016\/j.arr.2022.101803","volume":"83","author":"Tan","year":"2023","journal-title":"Ageing Res Rev"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2024.1308397","volume":"15","author":"Lin","year":"2024","journal-title":"Front Psychol"},{"key":"ref12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jad.2015.04.004","volume":"181","author":"Kang","year":"2015","journal-title":"J Affect Disord"},{"key":"ref13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41746-023-00828-5","volume":"6","author":"Abd-Alrazaq","year":"2023","journal-title":"Npj Digital Med"},{"key":"ref14","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1186\/s13148-020-00842-4","volume":"12","author":"Rauschert","year":"2020","journal-title":"Clin Clin Epigenet"},{"key":"ref15","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1038\/s41580-021-00407-0","volume":"23","author":"Greener","year":"2022","journal-title":"Nat Rev Mol Cell Biol"},{"key":"ref16","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1046\/j.1525-1497.2001.016009606.x","volume":"16","author":"Kroenke","year":"2001","journal-title":"J Gen Intern Med"},{"key":"ref17","doi-asserted-by":"publisher","first-page":"2981","DOI":"10.2147\/NDT.S387582","volume":"18","author":"Li","year":"2022","journal-title":"Neuropsychiatr Dis Treat"},{"key":"ref18","doi-asserted-by":"publisher","first-page":"2105","DOI":"10.2147\/NDT.S484745","volume":"20","author":"Guan","year":"2024","journal-title":"Neuropsychiatr Dis Treat"},{"key":"ref19","doi-asserted-by":"publisher","first-page":"1808","DOI":"10.1007\/s11606-021-07049-0","volume":"37","author":"Moise","year":"2022","journal-title":"J Gen Intern Med"},{"key":"ref20","doi-asserted-by":"publisher","first-page":"653","DOI":"10.11622\/smedj.2020079","volume":"62","author":"Leong","year":"2021","journal-title":"Singapore Med J"},{"key":"ref21","doi-asserted-by":"publisher","first-page":"247","DOI":"10.31083\/j.rcm2409247","volume":"24","author":"Pan","year":"2023","journal-title":"Rev Cardiovasc Med"},{"key":"ref22","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1016\/j.ijcard.2020.12.086","volume":"331","author":"De Luca","year":"2021","journal-title":"Int J Cardiol"},{"key":"ref23","doi-asserted-by":"publisher","first-page":"e14203","DOI":"10.1111\/ijcp.14203","volume":"75","author":"Hayajneh","year":"2021","journal-title":"Int J Clin Pract"},{"key":"ref24","doi-asserted-by":"publisher","first-page":"385","DOI":"10.3390\/jcdd10090385","volume":"10","author":"Miao","year":"2023","journal-title":"J Cardiovasc Dev Dis"},{"key":"ref25","doi-asserted-by":"publisher","first-page":"6911","DOI":"10.3390\/jcm13226911","volume":"13","author":"Podolec","year":"2024","journal-title":"J Clin Med"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0278326","volume":"17","author":"Lim","year":"2022","journal-title":"PLoS One"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1093\/abm\/kaab092","volume":"57","author":"Sanchez","year":"2023","journal-title":"Ann Behav Med"},{"key":"ref28","doi-asserted-by":"publisher","first-page":"149","DOI":"10.3389\/fphys.2020.00149","volume":"11","author":"Liu","year":"2020","journal-title":"Front Physiol"},{"key":"ref29","doi-asserted-by":"publisher","first-page":"6849","DOI":"10.21037\/jtd-24-576","volume":"16","author":"Wang","year":"2024","journal-title":"J Thorac Dis"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1016\/j.jpsychores.2019.03.008","volume":"120","author":"Husain","year":"2019","journal-title":"J Psychosom Res"},{"key":"ref31","doi-asserted-by":"publisher","first-page":"53","DOI":"10.5498\/wjp.v14.i1.53","volume":"14","author":"Zhang","year":"2024","journal-title":"World J Psychiatry"},{"key":"ref32","doi-asserted-by":"publisher","first-page":"898","DOI":"10.1002\/da.23041","volume":"37","author":"Lossnitzer","year":"2020","journal-title":"Depress Anxiety"},{"key":"ref33","doi-asserted-by":"publisher","first-page":"111182","DOI":"10.1016\/j.jpsychores.2023.111182","volume":"167","author":"Van der lingen","year":"2023","journal-title":"J Psychosom Res"},{"key":"ref34","doi-asserted-by":"publisher","first-page":"e0202258","DOI":"10.1371\/journal.pone.0202258","volume":"13","author":"Hong","year":"2018","journal-title":"PLoS One"},{"key":"ref35","doi-asserted-by":"publisher","first-page":"1156481","DOI":"10.3389\/fpsyt.2023.1156481","volume":"14","author":"Wu","year":"2023","journal-title":"Front Psychiatry"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1210\/clinem\/dgad620","volume":"109","author":"Roa Due\u00f1as","year":"2023","journal-title":"J Clin Endocrinol Metab"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3389\/fendo.2024.1454744","volume":"15","author":"Ma","year":"2024","journal-title":"Front Endocrinol"},{"key":"ref38","doi-asserted-by":"publisher","first-page":"5663","DOI":"10.3390\/jcm10235663","volume":"10","author":"Fetahu","year":"2021","journal-title":"J Clin Med"},{"key":"ref39","doi-asserted-by":"publisher","first-page":"553","DOI":"10.1016\/j.jad.2016.10.027","volume":"208","author":"Lee","year":"2017","journal-title":"J Affect Disord"},{"key":"ref40","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1186\/s12888-021-03275-2","volume":"21","author":"Shi","year":"2021","journal-title":"BMC Psychiatry"},{"key":"ref41","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1016\/j.jad.2024.05.084","volume":"360","author":"Liu","year":"2024","journal-title":"J Affect Disord"},{"key":"ref42","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1111\/jch.14767","volume":"26","author":"Zhang","year":"2024","journal-title":"J Clin Hypertens"},{"key":"ref43","doi-asserted-by":"publisher","first-page":"105582","DOI":"10.1016\/j.neubiorev.2024.105582","volume":"159","author":"Behnoush","year":"2024","journal-title":"Neurosci Biobehav Rev"},{"key":"ref44","doi-asserted-by":"publisher","first-page":"112034","DOI":"10.1016\/j.jpsychores.2024.112034","volume":"189","author":"Xu","year":"2025","journal-title":"J Psychosom Res"},{"key":"ref45","doi-asserted-by":"publisher","first-page":"e0229626","DOI":"10.1371\/journal.pone.0229626","volume":"15","author":"Meng","year":"2020","journal-title":"PLoS One"},{"key":"ref46","doi-asserted-by":"publisher","first-page":"24097","DOI":"10.1038\/s41598-024-74869-5","volume":"14","author":"Wang","year":"2024","journal-title":"Sci Rep"},{"key":"ref47","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1016\/j.jad.2024.01.108","volume":"350","author":"Chen","year":"2024","journal-title":"J Affect Disord"},{"key":"ref48","doi-asserted-by":"publisher","first-page":"e5963","DOI":"10.1002\/gps.5963","volume":"38","author":"Kim","year":"2023","journal-title":"Int J Geriatr Psychiatry"},{"key":"ref49","doi-asserted-by":"publisher","first-page":"21880","DOI":"10.1038\/s41598-024-71488-y","volume":"14","author":"Wang","year":"2024","journal-title":"Sci Rep"},{"key":"ref50","doi-asserted-by":"publisher","first-page":"375","DOI":"10.1016\/j.jad.2022.04.038","volume":"308","author":"Su","year":"2022","journal-title":"J Affect Disord"},{"key":"ref51","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/j.neures.2023.04.006","volume":"211","author":"Yasugaki","year":"2025","journal-title":"Neurosci Res"},{"key":"ref52","doi-asserted-by":"publisher","first-page":"2324","DOI":"10.1111\/jcmm.14170","volume":"23","author":"Fang","year":"2019","journal-title":"J Cell Mol Med"},{"key":"ref53","doi-asserted-by":"publisher","first-page":"1347","DOI":"10.1080\/13548506.2021.1874440","volume":"27","author":"Cheng","year":"2022","journal-title":"Psychol Health Med"},{"key":"ref54","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1002\/gps.5410","volume":"36","author":"Han","year":"2021","journal-title":"Int J Geriatr Psychiatry"},{"key":"ref55","doi-asserted-by":"publisher","first-page":"893","DOI":"10.1186\/s12888-024-06359-x","volume":"24","author":"Zhong","year":"2024","journal-title":"BMC Psychiatry"}],"container-title":["International Journal of General Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.dovepress.com\/article\/download\/103695","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.dovepress.com\/article\/download\/103695","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,7]],"date-time":"2025-06-07T12:35:12Z","timestamp":1749299712000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.dovepress.com\/development-and-validation-of-a-machine-learning-model-for-predicting--peer-reviewed-fulltext-article-IJGM"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6]]},"references-count":55,"URL":"https:\/\/doi.org\/10.2147\/ijgm.s523029","relation":{},"ISSN":["1178-7074"],"issn-type":[{"value":"1178-7074","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,6]]}}}