Annotation-Efficient COVID-19 Pneumonia Lesion Segmentation Using Error-Aware Unified Semisupervised and Active Learning
Author:
Affiliation:
1. Keya Medical Company, Ltd., Shenzhen, China
2. Shenzhen Second People’s Hospital, Shenzhen, China
Funder
Shenzhen Science and Technology Program
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computer Science Applications,Artificial Intelligence
Link
http://xplorestaging.ieee.org/ielx7/9078688/10081152/09699409.pdf?arnumber=9699409
Reference57 articles.
1. Rapid AI development cycle for the coronavirus (COVID-19) pandemic: Initial results for automated detection & patient monitoring using deep learning CT image analysis;gozes,2020
2. Consistency-Based Semi-supervised Active Learning: Towards Minimizing Labeling Cost
3. Machine learning-based CT radiomics model for predicting hospital stay in patients with pneumonia associated with SARS-CoV-2 infection: A multicenter study;qi;Ann Transl Med,2020
4. Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
5. Quantitative computed tomography analysis for stratifying the severity of Coronavirus Disease 2019
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