Tehran University of Medical Sciences

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Faculty Members have conducted research related to the Comparison of Conventional Scoring Systems to Machine Learning Models for the Prediction of Major Adverse Cardiovascular Events in Patients Undergoing Coronary Computed Tomography Angiography
Jamshid Bagheri
Jamshid Bagheri

Associate Professor of Cardiovascular Surgery

Department General Surgery

School of Medicine

Tehran Heart Center

Tehran University of Medical Sciences

Related Documents
1. Machine Learning Algorithms for Predicting Mortality After Coronary Artery Bypass Grafting, Frontiers in Cardiovascular Medicine (2022)
All Documents
1. Coronary Endarterectomy As an Adjunct to Coronary Artery Bypass Grafting: Real-World Outcomes From a Decade-Long Experience, JTCVS Open (2025)
2. Mid-Term Outcomes of Valve Replacement Surgery With or Without Coronary Artery Bypass Grafting in Patients With Overweight and Obesity: A Cohort Study, Clinical Obesity (2025)
3. Coronary Artery Bypass Grafting in Octogenarians: A Nomogram for Predicting All-Cause Mortality, Journal of Cardiothoracic Surgery (2024)
4. Coronavirus Disease 2019 Pandemic and Reduced Surgical Site Infection After Cardiac Surgery: A Potential Blessing in Disguise, Surgical Infections (2024)
5. Empagliflozin to Prevent Post-Operative Atrial Fibrillation in Patients Undergoing Coronary Artery Bypass Graft Surgery: Rationale and Design of the Empoaf Trial, PACE - Pacing and Clinical Electrophysiology (2024)
6. Impact of Multiarterial Revascularization on Long-Term Major Adverse Cardiovascular Events After Coronary Bypass in 23,798 Patients, Annals of Thoracic Surgery (2024)
7. Predictive Factors of Thoracic Aortic Calcification in Patients Candidate for Cardiac Surgery, Journal of Cardiothoracic Surgery (2024)
8. Safety and Hemostatic Effect of Achillea Millefolium L. in Localized Bleeding, Hepatology Forum (2024)
9. Sex-Based Association Between High-Density Lipoprotein Cholesterol and Adverse Outcomes After Coronary Artery Bypass Grafting, BMC Cardiovascular Disorders (2024)
10. A Realistic Approach to Evaluating the Effect of Baseline Lipid Profile in Postcoronary Artery Bypass Grafting Surgery, Clinical Cardiology (2023)
11. Coronary Artery Bypass Graft Surgery After Primary Percutaneous Coronary Intervention in Patients With St-Elevation Myocardial Infarction, Heart Lung and Circulation (2023)
12. Coronary Artery Mycotic Aneurysm in a Patient Suffering From Subacute Endocarditis: A Case Report and Literature Review, Frontiers in Cardiovascular Medicine (2023)
13. Machine Learning-Based Prediction of 1-Year Mortality in Hypertensive Patients Undergoing Coronary Revascularization Surgery, Clinical Cardiology (2023)
14. Mortality Across the Spectrum of Hemoglobin Level in Patients Undergoing Surgical Coronary Revascularization, Clinical Cardiology (2023)
15. Opium Consumption and Long-Term Outcomes of Cabg Surgery in Patients Without Modifiable Risk Factors, Frontiers in Surgery (2023)
16. The Prognostic Role of the Low and Very Low Baseline Ldl-C Level in Outcomes of Patients With Cardiac Revascularization; Comparative Registry-Based Cohort Design, Journal of Cardiothoracic Surgery (2023)
17. Time-Varying Effect of Postoperative Cholesterol Profile on Long-Term Outcomes of Isolated Coronary Artery Bypass Graft Surgery, Lipids in Health and Disease (2023)
18. Aortic Dissection in the First Trimester; Is It a Dead End? a Narrative Review of Recent Articles, Journal of Cardiac Surgery (2022)
19. Effect of Different Blood Groups on Long-Term Outcomes of Surgical Revascularisation, Heart Lung and Circulation (2022)
20. Effect of Postoperative Atrial Fibrillation on Early and Mid-Term Outcomes of Coronary Artery Bypass Graft Surgery, European Journal of Cardio-thoracic Surgery (2022)
21. Machine Learning Algorithms for Predicting Mortality After Coronary Artery Bypass Grafting, Frontiers in Cardiovascular Medicine (2022)
22. Prognostic Significance of Positive Family History in Outcomes After Coronary Artery Bypass Grafting: Do We Need to Update Our Assumptions?, Journal of Cardiothoracic Surgery (2022)
23. Sex Difference in the Risk Factor Distributions and Outcomes After Coronary Artery Bypass Graft Surgery in the Young Population, European Journal of Cardio-thoracic Surgery (2022)
24. Steroid Use for Recovery of Advanced Atrioventricular Block Immediately After Valvular Surgery (Survival): A Preliminary Randomized Clinical Trial, Journal of Cardiovascular Electrophysiology (2022)
25. Surgical Coronary Revascularization in Patients With Covid-19; Complications and Outcomes: A Retrospective Cohort Study, Health Science Reports (2022)
26. The Association Between Different Body Mass Index Levels and Midterm Surgical Revascularization Outcomes, PLoS ONE (2022)
27. Utility of the Cha2ds2-Vasc Score in Prediction of Postoperative Atrial Fibrillation After Coronary Artery Bypass Graft Surgery, Journal of Cardiothoracic and Vascular Anesthesia (2022)
28. A Mediastinal Hematoma After the Bentall Operation Detected by Transthoracic Echocardiography, Journal of Cardiovascular Echography (2021)
29. Isolated Tricuspid Valve Surgery; Long-Term Outcomes Based on Tehran Heart Center Data Bank Report, Journal of Cardiothoracic Surgery (2021)
30. Isolated Tricuspid Valve Surgery; Long-Term Outcomes Based on Tehran Heart Center Data Bank Report, Journal of Cardiothoracic Surgery (2021)
31. Mid-Term Outcomes of Off-Pump Versus On-Pump Coronary Artery Bypass Graft Surgery; Statistical Challenges in Comparison, BMC Cardiovascular Disorders (2021)
32. Prognostic Impact of Prediabetes on Patient Outcomes After Coronary Artery Bypass Grafting: A Single-Center Cohort Study, Critical Pathways in Cardiology (2021)
33. Sex and Age Difference in Risk Factor Distribution, Trend, and Long-Term Outcome of Patients Undergoing Isolated Coronary Artery Bypass Graft Surgery, BMC Cardiovascular Disorders (2021)
34. Significance of Preoperative Left Ventricular Ejection Fraction in 5-Year Outcome After Isolated Cabg, Journal of Cardiothoracic Surgery (2021)
35. Assessment of Cognitive Impairments Following Coronary Artery Bypass Surgery With Emphasis on Working Memory Performance, Tehran University Medical Journal (2020)
36. Early Respiratory Outcomes Following Cardiac Surgery in Patients With Covid-19, Journal of Cardiac Surgery (2020)
37. Effect of Persistent Opium Consumption After Surgery on the Long-Term Outcomes of Surgical Revascularisation, European Journal of Preventive Cardiology (2020)
38. Smoking Cessation After Surgery and Midterm Outcomes of Surgical Revascularization, Annals of Thoracic Surgery (2020)
39. The Association of Statins for Secondary Prevention With Progression to Diabetes in Patients With Prediabetic State After Coronary Artery Bypass Graft Surgery: A Retrospective Cohort Study, Journal of Diabetes and its Complications (2020)
40. Comparison of the Effect of 80 Vs 40 Mg Atorvastatin in Patients With Isolated Coronary Artery Bypass Graft Surgery: A Randomized Clinical Trial, Journal of Cardiac Surgery (2019)
41. Cross-Linking Gold Nanoparticles Aggregation Method Based on Localised Surface Plasmon Resonance for Quantitative Detection of Mir-155, IET Nanobiotechnology (2018)
42. Post-Myocardial Infarction Ventricular Septal Defect in the Wall of a Basal Ventricular Aneurysm, Journal of Tehran University Heart Center (2018)
43. Serum Levels of Mir-155, Mir-326, and Mir-133B As Early Diagnostic Biomarkers for the Detection of Human Acute Heart Allograft Rejection in Comparison With Serum Cardiac Troponin T, Heart Surgery Forum (2018)
44. Early Outcomes of Coronary Endarterectomy in Patients Undergoing Coronary Artery Bypass Surgery, Heart Surgery Forum (2016)