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Machine learning approaches for risk prediction after percutaneous coronary intervention: a systematic review and meta-analysis.
Eur Heart J Digit Health
January 2025
Massachusetts General Hospital, 55 Fruit St, Boston, MA 02114, USA.
Aims: Accurate prediction of clinical outcomes following percutaneous coronary intervention (PCI) is essential for mitigating risk and peri-procedural planning. Traditional risk models have demonstrated a modest predictive value. Machine learning (ML) models offer an alternative risk stratification that may provide improved predictive accuracy.
View Article and Find Full Text PDFDynamic coronary roadmap-guided PCI reduces contrast volume and radiation time compared to standard angiography PCI: A meta-analysis.
Heliyon
January 2025
Faculty of Medicine and Health Sciences, Sana'a University, Sana'a, Yemen.
Background: Dynamic Coronary Roadmap (DCR) is a new PCI method that may reduce contrast dose and contrast-associated acute kidney injury (CA-AKI) risk. This paper evaluates DCR-guided PCI versus standard angiography PCI for contrast usage, procedure time, and CA-AKI risk.
Methods: On May 1, 2024, we searched PubMed, Scopus, Embase, Cochrane Library, and clinicaltrials.
Outcomes of Intracoronary Imaging-Guided PCI With Optimal Versus Suboptimal Results: A Meta-Analysis.
Circ Cardiovasc Interv
January 2025
Texas A&M School of Medicine, Bryan (A.E.).
Monocyte count as an independent predictor of high thrombus burden in ST-elevation myocardial infarction patients undergoing percutaneous coronary intervention: A systematic review and meta-analysis.
Medicine (Baltimore)
January 2025
Kabir Medical College, Gandhara University, Peshawar, Pakistan.
Background: Due to the lack of a prior comprehensive review and meta-analysis, the relationship between monocyte count and thrombus load in ST-elevation myocardial infarction (STEMI) patients undergoing percutaneous coronary intervention (PCI) has not been adequately established.
Methods: This was a systematic review and meta-analysis of multiple cohorts (retrospective and prospective) and cross-sectional studies.We queried electronic databases (PubMed, Google Scholar, and Cochrane Central) from their inception to April 2022.
Long-term outcomes of second-generation drug-eluting stents versus coronary artery bypass graft: a systematic review and meta-analysis of randomized trials and multivariable adjusted data.
Coron Artery Dis
January 2025
Division of Cardiology, Dante Pazzanese Institute of Cardiology, Sao Paulo, Brazil.
Long-term data are limited comparing percutaneous coronary intervention (PCI) with second-generation drug-eluting stents (S-DES) vs coronary artery bypass grafting (CABG) in patients with complex coronary artery disease (CAD). We aimed to conduct a systematic review and meta-analysis comparing these interventions in patients with left main or multivessel CAD. We systematically reviewed PubMed, Embase, and Cochrane for studies that compared PCI with S-DES and CABG in patients with left main or multivessel CAD with a minimum mean follow-up period of 3 years.
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