6 COVID-19 CT Image Segmentation and Detection

Review

Zahra Nourbakhsh

Contents

  1. 6.1 Introduction
  2. 6.2 Deep Learning (DL)
    1. 6.2.1 Convolutional Neural Networks (CNNs)
    2. 6.2.2 Segmentation
    3. 6.2.3 Detection
  3. 6.3 Datasets
    1. 6.3.1 Evaluation
  4. 6.4 Discussion
  5. 6.5 Conclusion
  6. Notes
  7. References

6.1 Introduction

Deep learning (DL) is a kind of machine learning (ML) that can learn images through supervised learning, unsupervised learning, and semi-supervised learning. DL also identifies as a deep neural network (DNN). The convolutional neural network (CNN) is a method of DNN that uses preprocessing less than other networks (Rehman et al., 2020b; Rehman et al., 2021a; Iftikhar et al., 2017; Hussain et al., 2020). The methods are used in text, sound, images, etc. The DL method includes ...

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