Computer Aided Detection of Polyps in Whitelight- Colonoscopy Images using Deep Neural Networks

Early detection of polyps is one central goal of colonoscopic screening programs. To support gastroenterologists during this examination process, deep convolutional neural network can be applied for computer-assisted detection of neoplastic lesions. In this work, a Mask R-CNN architecture was applie...

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Bibliographic Details
Main Authors: Wittenberg Thomas, Zobel Pascal, Rathke Magnus, Mühldorfer Steffen
Format: Article
Language:English
Published: De Gruyter 2019-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
Online Access:https://doi.org/10.1515/cdbme-2019-0059