Comparing multi-texture fibrosis analysis versus binary opacity-based abnormality detection for quantitative assessment of idiopathic pulmonary fibrosis

Abstract Automated tools for quantification of idiopathic pulmonary fibrosis (IPF) can aid in ensuring reproducibility, however their complexity and costs can differ substantially. In this retrospective study, two automated tools were compared in 45 patients with biopsy proven (12/45) and imaging-ba...

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Principais autores:	Sebastian Nowak, Dominik Creuzberg, Maike Theis, Carmen Pizarro, Alexander Isaak, Claus C. Pieper, Julian A. Luetkens, Dirk Skowasch, Alois M. Sprinkart, Daniel Kütting
Format:	Artigo
Jezik:	Inglês
Izdano:	Nature Portfolio 2025-01-01
Serija:	Scientific Reports
Teme:	Computed tomography Idiopathic pulmonary fibrosis Opacified lung Spirometry Machine learning Survival analysis
Online dostop:	https://doi.org/10.1038/s41598-025-85135-7
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