Explainable artificial intelligence models in predicting major cardiovascular events: insights from the PolyIran and PolyPars prospective studies.

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Title: Explainable artificial intelligence models in predicting major cardiovascular events: insights from the PolyIran and PolyPars prospective studies.
Authors: Ghafari A; Digestive Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran., Sepanlou S; Digestive Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran.; Digestive Oncology Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran., Roshandel G; Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran., Safavi-Naini SAA; Data Science and Machine Learning Lab, Department of Computer Engineering, Sharif University of Technology, Tehran, Iran., Malekzadeh F; Digestive Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran., Sharafkhah M; Digestive Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran.; Liver and Pancreatobiliary Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran., Kasaeian A; Liver and Pancreatobiliary Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran., Gupta A; Karsh Center of Interventional Cardiology, Smidt Heart Institute, Cedars- Sinai Medical Center, Los Angeles, CA, USA., Pawar S; Karsh Center of Interventional Cardiology, Smidt Heart Institute, Cedars- Sinai Medical Center, Los Angeles, CA, USA., Dehghanian Z; Data Science and Machine Learning Lab, Department of Computer Engineering, Sharif University of Technology, Tehran, Iran., Azimi A; Digestive Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran., Aghaei M; Data Science and Machine Learning Lab, Department of Computer Engineering, Sharif University of Technology, Tehran, Iran., Pourshams A; Digestive Oncology Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran., Poustchi H; Liver and Pancreatobiliary Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran., Jahangard N; ICT Research Institute, Tehran, Iran., Rabiee HR; Data Science and Machine Learning Lab, Department of Computer Engineering, Sharif University of Technology, Tehran, Iran. rabiee@sharif.edu., Malekzadeh R; Digestive Oncology Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran. dr.reza.malekzadeh@gmail.com.; Liver and Pancreatobiliary Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran. dr.reza.malekzadeh@gmail.com.
Source: Scientific reports [Sci Rep] 2026 Jun 14. Date of Electronic Publication: 2026 Jun 14.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2045-2322
DOI:10.1038/s41598-026-57311-w