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Prediction of the histology of colorectal neoplasm in white light colonoscopic images using deep learning algorithms

The treatment plan of colorectal neoplasm differs based on histology. Although new endoscopic imaging systems have been developed, there are clear diagnostic thresholds and requirements in using them. To overcome these limitations, we trained convolutional neural networks (CNNs) with endoscopic imag...

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Detalles Bibliográficos
Autores principales: Choi, Seong Ji, Kim, Eun Sun, Choi, Kihwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7935886/
https://www.ncbi.nlm.nih.gov/pubmed/33674628
http://dx.doi.org/10.1038/s41598-021-84299-2