Article
Chronic lung allograft dysfunction phenotype and prognosis by machine learning CT analysis.
The European respiratory journal - 1 Jul 2022
McInnis Micheal C, Ma Jin, Karur Gauri Rani, Houbois Christian, Levy Liran, Havlin Jan, Fuchs Eyal, Tikkanen Jussi, Chow Chung-Wai, Huszti Ella, Martinu Tereza
Abstract excerpt
BACKGROUND: Chronic lung allograft dysfunction (CLAD) is the principal cause of graft failure in lung transplant recipients and prognosis depends on CLAD phenotype. We used a machine learning computed tomography (CT) lung texture analysis tool at CLAD diagnosis for phenotyping and prognostication compared with radiologist scoring. METHODS: This retrospective study included all adult first double lung transplant...
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