A comprehensible machine learning tool to differentially diagnose idiopathic pulmonary fibrosis from other chronic interstitial lung diseases.

Taiki FurukawaShintaro OyamaHideo YokotaYasuhiro KondohKensuke KataokaTakeshi JohkohJunya FukuokaNaozumi HashimotoKoji SakamotoYoshimune ShiratoriYoshinori Hasegawa

Published in: Respirology (Carlton, Vic.) (2022)

Using data from non-invasive examinations, the combined deep learning and machine learning algorithm accurately, easily and quickly diagnosed IPF in a population with various ILDs.

Keyphrases

idiopathic pulmonary fibrosis
machine learning
deep learning
big data
artificial intelligence
interstitial lung disease
convolutional neural network
electronic health record
rheumatoid arthritis
drug induced