Document Type : Original Article

Authors

• Alireza Khosravi Farsani ¹
• Iman Zand ²
• Ehsan Shirvani ³
• Bashir Najafabadian ⁴
• Mohaddeseh Behjati ⁵

¹ Professor of Cardiology Hypertension Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran

² Department of Cardiology, School of Medicine, Interventional Cardiology Research Center Cardiovascular Research Institute ,Chamran Hospital, Isfahan University of Medical Sciences

³ Assistant Professor of Cardiology, Interventional Cardiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran

⁴ Department of Biomedical Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran

⁵ Unit 205, Noor Complex, 2nd Floor, Alley 14, Shamsabadi St., Isfahan

Keywords

• Branch-vessel lesions
• Random Forest classification
• Gradient boosting machines
• Feature-attribution robustness
• Percutaneous revascularization
• Lesion complexity stratification