Active deep learning from a noisy teacher for semi-supervised 3D image segmentation: Application to COVID-19 pneumonia infection in CT

Author:

Hussain Mohammad ArafatORCID,Mirikharaji Zahra,Momeny Mohammad,Marhamati Mahmoud,Neshat Ali Asghar,Garbi Rafeef,Hamarneh Ghassan

Funder

Simon Fraser University

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference51 articles.

1. FSS-2019-nCov: A deep learning architecture for semi-supervised few-shot segmentation of COVID-19 infection;Abdel-Basset;Knowl.-Based Syst.,2020

2. Multi-task deep learning based CT imaging analysis for COVID-19 pneumonia: Classification and segmentation;Amyar;Comput. Biol. Med.,2020

3. CT images in COVID-19;An,2020

4. Ash, J.T., Zhang, C., Krishnamurthy, A., Langford, J., Agarwal, A., 2019. Deep batch active learning by diverse, uncertain gradient lower bounds. In: International Conference on Learning Representations.

5. Active learning for semi-supervised structural health monitoring;Bull;J. Sound Vib.,2018

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