Fast machine learning annotation in the medical domain: a semi-automated video annotation tool for gastroenterologists

Abstract Background Machine learning, especially deep learning, is becoming more and more relevant in research and development in the medical domain. For all the supervised deep learning applications, data is the most critical factor in securing successful implementation and sustaining the progress...

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Bibliographic Details
Main Authors: Adrian Krenzer, Kevin Makowski, Amar Hekalo, Daniel Fitting, Joel Troya, Wolfram G. Zoller, Alexander Hann, Frank Puppe
Format: Article
Language:English
Published: BMC 2022-05-01
Series:BioMedical Engineering OnLine
Subjects:
Online Access:https://doi.org/10.1186/s12938-022-01001-x