Unsupervised phenotypic clustering for determining clinical status in children with cystic fibrosis.
Nicole FilipowGwyneth DaviesEleanor MainNeil J SebireColin WallisFelix RatjenSanja StanojevicPublished in: The European respiratory journal (2021)
Machine learning derived phenotypic clusters can predict disease severity independent of lung function and could be used in conjunction with functional measures to predict future disease trajectories in CF patients.