Classification of the Confocal Microscopy Images of Colorectal Tumor and Inflammatory Colitis Mucosa Tissue Using Deep Learning

Classification of the Confocal Microscopy Images of Colorectal Tumor and Inflammatory Colitis Mucosa Tissue Using Deep Learning

Confocal microscopy image analysis is a useful method for neoplasm diagnosis. Many ambiguous cases are difficult to distinguish with the naked eye, thus leading to high inter-observer variability and significant time investments for learning this method. We aimed to develop a deep learning-based neo...

Full description

Bibliographic Details
Main Authors: Jaehoon Jeong, Seung Taek Hong, Ihsan Ullah, Eun Sun Kim, Sang Hyun Park
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Diagnostics
Subjects:
colorectal neoplasm
colorectal inflammation
confocal microscopy
deep learning
machine learning
Online Access:https://www.mdpi.com/2075-4418/12/2/288

Internet

https://www.mdpi.com/2075-4418/12/2/288

Similar Items