Classification of white blood cells: a comprehensive study using transfer learning based on convolutional neural networks

HIGHLIGHTS

• who: Thinam Tamang and collaborators from the Department of Robotics and AI, School of Engineering, King Mongkut`s Institute of Technology Ladkrabang, Bangkok, Thailand have published the paper: Classification of White Blood Cells: A Comprehensive Study Using Transfer Learning Based on Convolutional Neural Networks, in the Journal: Diagnostics 2022, 12, 2903. of /2022/
• what: The authors have applied advanced image processing and data augmentation techniques, i.e., random resizing and cropping, which randomly select different parts of an image, enabling the model to focus on and perceive various features. Since DenseNet161 outperforms other models, the . . .
  

   

  

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