Cargando…
A trial deep learning-based model for four-class histologic classification of colonic tumor from narrow band imaging
Narrow band imaging (NBI) has been extensively utilized as a diagnostic tool for colorectal neoplastic lesions. This study aimed to develop a trial deep learning (DL) based four-class classification model for low-grade dysplasia (LGD); high-grade dysplasia or mucosal carcinoma (HGD); superficially i...
Autores principales: | Shimizu, Takeshi, Sasaki, Yoshihiro, Ito, Kei, Matsuzaka, Masashi, Sakuraba, Hirotake, Fukuda, Shinsaku |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169849/ https://www.ncbi.nlm.nih.gov/pubmed/37161081 http://dx.doi.org/10.1038/s41598-023-34750-3 |
Ejemplares similares
-
Automated evaluation of colon capsule endoscopic severity of ulcerative colitis using ResNet50
por: Higuchi, Naoki, et al.
Publicado: (2022) -
Accuracy of Narrow-Band Imaging International Colorectal Endoscopic Classification for Predicting the Histology of Colon Polyps by Experienced Endoscopists and Trainees
por: Mena-Ramírez, Ramón, et al.
Publicado: (2023) -
Narrow-Banding Images and Structures of Microvessels of Colonic Lesions
por: Mizuno, Ken-ichi, et al.
Publicado: (2010) -
Underwater Narrow-band Imaging in Colonic Diverticular Bleeding
por: Aoyama, Taiki, et al.
Publicado: (2019) -
Correlation of Narrow Band Imaging with Magnifying Colonoscopy and Histology in Colorectal Tumors
por: Yoo, Hee Yong, et al.
Publicado: (2011)