In vivo evaluation of complex polyps with endoscopic optical coherence tomography and deep learning during routine colonoscopy: a feasibility study

In vivo evaluation of complex polyps with endoscopic optical coherence tomography and deep learning during routine colonoscopy: a feasibility study

Abstract Standard-of-care (SoC) imaging for assessing colorectal polyps during colonoscopy, based on white-light colonoscopy (WLC) and narrow-band imaging (NBI), does not have sufficient accuracy to assess the invasion depth of complex polyps non-invasively during colonoscopy. We aimed to evaluate t...

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Bibliographic Details
Main Authors: Haolin Nie, Hongbo Luo, Vladimir Lamm, Shuying Li, Sanskar Thakur, Chao Zhou, Thomas Hollander, Daniel Cho, Erika Sloan, Jingxia Liu, Pooja Navale, Ahmad N. Bazarbashi, Juan Pablo Reyes Genere, Vladimir M. Kushnir, Quing Zhu
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Optical coherence tomography
Colonoscopy
Colorectal cancer
Polyp
In vivo
Deep learning
Online Access:https://doi.org/10.1038/s41598-024-78891-5
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