Deep learning in pulmonary nodule detection and segmentation: a systematic review.

Chuan GaoLinyu WuWei WuYichao HuangXinyue WangZhichao SunMaosheng XuChen Gao

Published in: European radiology (2024)

Deep learning shows potential in the detection and segmentation of pulmonary nodules. There are methodological gaps and biases present in the existing literature. Factors such as external validation and transparency affect the clinical application.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
pulmonary hypertension
loop mediated isothermal amplification
machine learning
real time pcr
label free
systematic review
climate change