Cargando…
Deep learning with test-time augmentation for radial endobronchial ultrasound image differentiation: a multicentre verification study
PURPOSE: Despite the importance of radial endobronchial ultrasound (rEBUS) in transbronchial biopsy, researchers have yet to apply artificial intelligence to the analysis of rEBUS images. MATERIALS AND METHODS: This study developed a convolutional neural network (CNN) to differentiate between malign...
Autores principales: | Yu, Kai-Lun, Tseng, Yi-Shiuan, Yang, Han-Ching, Liu, Chia-Jung, Kuo, Po-Chih, Lee, Meng-Rui, Huang, Chun-Ta, Kuo, Lu-Cheng, Wang, Jann-Yuan, Ho, Chao-Chi, Shih, Jin-Yuan, Yu, Chong-Jen |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10401203/ https://www.ncbi.nlm.nih.gov/pubmed/37532473 http://dx.doi.org/10.1136/bmjresp-2022-001602 |
Ejemplares similares
-
Virtual bronchoscopic navigation combined with endobronchial ultrasound to diagnose small peripheral pulmonary lesions: a randomised trial
por: Ishida, Takashi, et al.
Publicado: (2011) -
Utility of radial endobronchial ultrasonography combined with transbronchial lung cryobiopsy in patients with diffuse parenchymal lung diseases: a multicentre prospective study
por: Inomata, Minoru, et al.
Publicado: (2021) -
Image enhancement technology in bronchoscopy: a prospective multicentre study in lung cancer
por: van der Heijden, Erik H F M, et al.
Publicado: (2018) -
Impact of High-Grade Patterns in Early-Stage Lung Adenocarcinoma: A Multicentric Analysis
por: Bertoglio, Pietro, et al.
Publicado: (2022) -
Staging by Thoracoscopy in potentially radically treatable Lung Cancer associated with Minimal Pleural Effusion (STRATIFY): protocol of a prospective, multicentre, observational study
por: Ferguson, Jenny, et al.
Publicado: (2023)