# Toward Clinically Actionable Explainable AI in Pulmonary Arterial Hypertension: Endpoints, Calibration, and External Validation. Comment on Ledziński et al. Personalized Medicine in Pulmonary Arterial Hypertension: Utilizing Artificial Intelligence for Death Prevention. J. Clin. Med. 2025, 14, 8325

**Authors:** Gianluca Pagnoni, Aurora Vicenzi, Francesca Coppi

PMC · DOI: 10.3390/jcm15051719 · 2026-02-25

## Full-text entities

- **Diseases:** PAH (MESH:D000081029), Death (MESH:D003643)
- **Species:** Homo sapiens (human, species) [taxon 9606]

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Source: https://tomesphere.com/paper/PMC12986255