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18 January 2026

Intermediate–high-risk (IHR) pulmonary embolism (PE) represents a heterogeneous group in whom guideline-based criteria may insufficiently capture biologic and hemodynamic variability relevant to early deterioration. Data-driven phenotyping may improve risk stratification and support individualized decisions regarding reperfusion therapy. In this retrospective cohort study (2012–2025), 553 guideline-defined IHR PE patients were analyzed using unsupervised machine learning.

Pulmonary Circulation
10 January 2026

Total anomalous pulmonary venous connection (TAPVC) is a rare but life-threatening congenital heart defect that requires surgical correction. The sutureless technique has been developed as an alternative to conventional repair to minimize postoperative complications.

Pulmonary Circulation
8 January 2026

The typical pathology of pulmonary hypertension (PH) is characterized by pulmonary vasoconstriction and irreversible pulmonary vascular remodeling. Vascular remodeling is the process of structural changes and cellular rearrangement of blood vessels due to injury and is a significant factor in conditions such as PH.

Pulmonary Circulation