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Performance of a diagnostic algorithm for fibrotic hypersensitivity pneumonitis. A case-control study.

Sabina A GulerEva WohlfarthSabina BerezowskaThomas K GeiserLukas EbnerManuela Funke-Chambour
Published in: Respiratory research (2021)
The algorithm-derived ≥ 70% diagnostic confidence had satisfactory test performance for MDD-HP diagnosis, with insufficient sensitivity for ≥ 90% confidence. The lowest risk of death in the MDD-derived HP diagnosis validates the reference standard and suggests that a diagnostic algorithm not including MDD, might not replace the latter.
Keyphrases
  • major depressive disorder
  • machine learning
  • deep learning
  • neural network
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  • idiopathic pulmonary fibrosis
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