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Related Experiment Video

Updated: Mar 15, 2026

Hemodynamic Precision in the Neonatal Intensive Care Unit using Targeted Neonatal Echocardiography

Hemodynamic Precision in the Neonatal Intensive Care Unit using Targeted Neonatal Echocardiography

Published on: January 27, 2023

AI-Enabled Precision Echocardiography: Toward Personalized Cardiovascular Care.

Lamia Al Saikhan¹

¹Department of Cardiac Technology, College of Applied Medical Sciences, Imam Abdulrahman Bin Faisal University, Dammam 34212, Saudi Arabia.

Diagnostics (Basel, Switzerland)

|March 14, 2026

Summary

Artificial intelligence (AI) is transforming echocardiography into a patient-specific tool for precision cardiovascular care. This shift enables personalized risk prediction and targeted therapies for conditions like heart failure and cardiomyopathy.

Keywords:

artificial intelligence cardiovascular phenotyping personalized cardiovascular care precision echocardiography precision medicine

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Area of Science:

Cardiovascular Imaging and Diagnostics
Artificial Intelligence in Medicine
Precision Medicine

Background:

Conventional echocardiography uses population data, limiting personalized patient assessment.
Artificial intelligence (AI) integration facilitates patient-specific cardiovascular evaluation.
AI enables the incorporation of diverse data for enhanced diagnostic accuracy.

Purpose of the Study:

To review the transformative role of AI in echocardiography towards precision cardiovascular care.
To highlight AI-driven applications in phenogrouping, risk prediction, and stratification.
To outline a roadmap for the clinical adoption of precision echocardiography.

Main Methods:

Review of current literature on AI applications in echocardiography.
Analysis of AI's role in patient-specific cardiovascular assessment.
Examination of clinical impact in heart failure, cardio-oncology, and cardiomyopathy.

Main Results:

AI enables patient-specific echocardiography, moving beyond population-based metrics.
Identified key applications: Heart Failure with Preserved Ejection Fraction phenogrouping, individualized cardiotoxicity risk prediction, and cardiomyopathy risk stratification.
AI-powered precision echocardiography promises earlier disease detection and tailored treatment strategies.

Conclusions:

AI is revolutionizing echocardiography into a precision tool for personalized cardiovascular medicine.
Precision echocardiography supports targeted therapies, individualized surveillance, and personalized prevention strategies.
AI integration in echocardiography holds significant potential for advancing cardiovascular diagnostics and patient outcomes.