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Open access Sep 2026

Contemporary Fibrotic Interstitial Lung Disease Outcomes: A Multicentre National Cohort Study.

BACKGROUND AND OBJECTIVE This study determined contemporary transplant-free survival in fibrotic interstitial lung disease (ILD), identified baseline factors associated with death or transplant, and assessed performance of the ILD-GAP (Gender, Age, Physiology) index in a contemporary cohort. METHODS Patients with idi...

T. Pitre, C. Ryerson, S. Ong et al. · 0 citations
Review Open access Aug 2026

Development and multi-dataset evaluation of a unified single-view deep-learning model for the right heart: four-chamber segmentation, biventricular ejection fraction, deformation, and pulmonary-hypertension prediction from the apical four-chamber echocardiogram

A single, reproducible model provides comprehensive right-heart-focused interpretation from one A4C view that achieves RVEF accuracy competitive with dedicated RV models while simultaneously delivering segmentation, deformation, annular excursion, and PH prediction.

T. Pitre, L. Marques, J. Weatherald et al. · 0 citations

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