Deep-learning networks accurately detect pulmonary hypertension in patients with idiopathic pulmonary fibrosis

Deep-learning algorithms can accurately predict PH in patients with IPF. Further validation in a larger external cohort is warranted.

Authors

Vasileios Kouranos (ORCID: https://orcid.org/0000-0002-2723-0928)
Alexandra Arvanitaki (ORCID: https://orcid.org/0000-0003-3180-7280)
Laura Price (ORCID: https://orcid.org/0000-0001-5250-660X)
Alexandra Lawrence (ORCID: https://orcid.org/0000-0002-8911-4252)
Gerhard‐Paul Diller (ORCID: https://orcid.org/0000-0003-3050-5248)
Michael Athanassios Gatzoulis (ORCID: https://orcid.org/0000-0002-2700-7232)
Thomas R. Semple (ORCID: https://orcid.org/0000-0003-3740-6429)
S John Wort
Wěi Li (ORCID: https://orcid.org/0000-0002-9522-4474)
Bhashkar Mukherjee