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Lung Tumor Image Segmentation from Computer Tomography Images Using MobileNetV2 and Transfer Learning.

Zainab RiazBangul KhanSaad AbdullahSamiullah KhanMd Shohidul Islam
Published in: Bioengineering (Basel, Switzerland) (2023)
The proposed network was tested and evaluated on 25% of the dataset obtained from the MSD, and it achieved a dice score of 0.8793, recall of 0.8602 and precision of 0.93. It is pertinent to mention that our technique outperforms the current available networks, which have several phases of training and testing.
Keyphrases
  • deep learning
  • convolutional neural network
  • machine learning
  • virtual reality
  • electron microscopy
  • network analysis