Author

Ali Abbas Khaleel

2 papers indexed here

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Review Open access Sep 2026

Diagnostic Accuracy of Machine Learning-Enhanced Methods for Pulmonary Hypertension: A Systematic Review and Meta-Analysis

Background/Objectives: Right heart catheterization (RHC) is the diagnostic gold standard for pulmonary hypertension (PH), defined as mean pulmonary arterial pressure (mPAP) greater than 20 mmHg at rest. It is invasive and carries procedural risk. Machine learning (ML) and deep learning (DL) applied to non-invasive moda...

Faizan Ahmed, A. Zulfiqar, T. Bhadra et al. · Diagnostics · 0 citations

Review Open access Sep 2026

Correlation of Echocardiographic Right Ventricular Functional Parameters with CMR-Derived Right Ventricular Ejection Fraction in Pulmonary Hypertension: A Systematic Review and Meta-Analysis

RV-FWLS showed the highest numerical and most consistent association with CMR-derived RVEF, suggesting that it may serve as a useful non-invasive adjunct for RV assessment in PH, especially where CMR is not readily available.

Faizan Ahmed, A. Zulfiqar, Ramsha Ali et al. · Diagnostics · 0 citations