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Growth threshold for pseudo labeling and pseudo label dropout for semi-supervised medical image classification

  • Published:2024-04 Issue: Volume:130 Page:107777
  • ISSN:0952-1976
  • Container-title:Engineering Applications of Artificial Intelligence
  • language:en
  • Short-container-title:Engineering Applications of Artificial Intelligence

Author:

Zhou Shaofeng,Tian ShengweiORCID,Yu Long,Wu Weidong,Zhang Dezhi,Peng Zhen,Zhou Zhicheng

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference45 articles.

1. Semi-supervised learning for network-based cardiac MR image segmentation;Bai,2017

2. Mixmatch: a holistic approach to semi-supervised learning;Berthelot;Adv. Neural Inf. Process. Syst.,2019

3. Remixmatch: semi-supervised learning with distribution alignment and augmentation anchoring;Berthelot,2020

4. Adamatch: A Unified Approach to Semi-supervised Learning and Domain Adaptation;Berthelot,2021

5. Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis;Cheplygina;Med. Image Anal.,2019

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