An Efficient High-Quality Medical Lesion Image Data Labeling Method Based on Active Learning

An Efficient High-Quality Medical Lesion Image Data Labeling Method Based on Active Learning

The rapid development of artificial intelligence has allowed deep learning technology to change our lives and has brought considerable convenience, but deep learning cannot succeed without a sufficient quantity and quality of data. In medical systems, due to the special nature of medical data resour...

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Bibliographic Details
Main Authors: Jiancun Zhou, Rui Cao, Jian Kang, Kehua Guo, Yangting Xu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
High-quality data
biomedical engineering
active learning
deep learning
Online Access:https://ieeexplore.ieee.org/document/9159118/

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