Chronic lung allograft dysfunction phenotype and prognosis by machine learning CT analysis.
Micheal C McInnisJin MaGauri Rani KarurChristian HouboisLiran LevyJan HavlinEyal FuchsJussi TikkanenChung-Wai ChowElla HusztiTereza MartinuPublished in: The European respiratory journal (2022)
Machine learning discriminated between CLAD phenotypes on CT. Both radiologist and machine learning scoring were associated with graft failure, independent of CLAD phenotype. PVV, unique to machine learning, was the strongest in phenotyping and prognostication.