Deep learning algorithm to detect fibrosing interstitial lung disease on chest radiographs.

Hirotaka NishikioriKoji KuronumaKenichi HirotaNaoya YamaTomohiro SuzukiMaki OnoderaKoichi OnoderaKimiyuki IkedaYuki MoriYuichiro AsaiYuzo TakagiSeiwa HondaHirofumi OhnishiMasamitsu HatakenakaHiroki TakahashiHirofumi Chiba

Published in: The European respiratory journal (2022)

We developed a deep learning algorithm to detect CF-ILDs using CR images. The algorithm's detection capability was non-inferior to that of doctors.

Keyphrases

deep learning
interstitial lung disease
systemic sclerosis
convolutional neural network
artificial intelligence
machine learning
rheumatoid arthritis
idiopathic pulmonary fibrosis
cystic fibrosis
loop mediated isothermal amplification
medical students
quantum dots