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Artificial Intelligence in Coronary Artery Interventions: Preprocedural Planning and Procedural Assistance
Saurabhi Samant1, Anastasios Nikolaos Panagopoulos2, Wei Wu3
1Department of Medicine, Montefiore Medical Center, Albert Einstein School of Medicine, Bronx, New York.
Artificial intelligence (AI) improves cardiovascular interventions by enhancing diagnostic accuracy and procedural efficiency. However, challenges like algorithmic bias and transparency hinder widespread clinical adoption of AI in coronary artery procedures.
Area of Science:
- Cardiovascular Medicine
- Medical Imaging
- Artificial Intelligence
Background:
- Artificial intelligence (AI) is increasingly impacting cardiovascular interventions, particularly coronary artery procedures.
- AI enhances diagnostic accuracy for coronary artery disease using advanced imaging.
- AI integration streamlines workflows, improves accuracy, efficiency, and patient outcomes.
Purpose of the Study:
- To review the latest advancements in AI applications for coronary artery interventions.
- To focus on AI's role in preprocedural planning and real-time procedural guidance.
- To address limitations hindering widespread clinical adoption of AI in this field.
Main Methods:
- Review of current literature on AI in coronary artery interventions.
- Analysis of AI applications in diagnostic imaging and procedural guidance.
- Examination of challenges and limitations to clinical adoption.
Main Results:
- AI significantly enhances diagnostic accuracy and personalization of interventional strategies.
- AI integration improves procedural accuracy, clinician efficiency, and patient safety.
- Key applications include preprocedural planning and real-time guidance.
Conclusions:
- AI offers substantial benefits for cardiovascular interventions, improving diagnosis and procedures.
- Algorithmic bias, lack of transparency, and ethical concerns remain significant challenges.
- Overcoming these obstacles is crucial for the widespread clinical adoption of AI in coronary interventions.
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