Deep learning-based diagnosis from endobronchial ultrasonography images of pulmonary lesions

Deep learning-based diagnosis from endobronchial ultrasonography images of pulmonary lesions

Abstract Endobronchial ultrasonography with a guide sheath (EBUS-GS) improves the accuracy of bronchoscopy. The possibility of differentiating benign from malignant lesions based on EBUS findings may be useful in making the correct diagnosis. The convolutional neural network (CNN) model investigated...

Full description

Bibliographic Details
Main Authors: Takamasa Hotta, Noriaki Kurimoto, Yohei Shiratsuki, Yoshihiro Amano, Megumi Hamaguchi, Akari Tanino, Yukari Tsubata, Takeshi Isobe
Format: Article
Language:English
Published: Nature Portfolio 2022-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-17976-5

Internet

https://doi.org/10.1038/s41598-022-17976-5

Similar Items