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Collaboration between explainable artificial intelligence and pulmonologists improves the accuracy of pulmonary function test interpretation.

Nilakash DasSofie HappaertsIwein GyselinckMichael StaesEric DeromGuy G O BrusselleFelip BurgosMarco ContoliAnh Tuan Dinh-XuanFrits M E FranssenSherif GonemNeil GreeningChristel HaenebalckeWilliam D C ManJorge MoisesRudi PechéVitalii PoberezhetsJennifer Kathleen QuintMichael C SteinerEef VanderhelstMustafa AbdoMarko TopalovicWim Janssens
Published in: The European respiratory journal (2023)
A collaboration between a pulmonologist and XAI is better at interpreting PFTs than individual pulmonologists reading without XAI support or XAI alone.
Keyphrases
  • artificial intelligence
  • machine learning
  • big data
  • deep learning
  • working memory