PMC · DOI:10.3390/jcm15051719·February 25, 2026
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
Gianluca Pagnoni, Aurora Vicenzi, Francesca Coppi

Abstract
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Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
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TopicsPulmonary Hypertension Research and Treatments · Artificial Intelligence in Healthcare and Education · Machine Learning in Healthcare
