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Using Deep Learning to Automate Eosinophil Counting in Pediatric Ulcerative Colitis Histopathological Images.

James ReigleOscar Lopez-NunezErik DrysdaleDua AbuquteishXiaoxuan LiuJuan PutraLauren ErdmanAnne M GriffithsSurya PrasathIram SiddiquiJasbir Dhaliwal
Published in: medRxiv : the preprint server for health sciences (2024)
Our results indicate that deep learning-based automated eosinophilic cell counting can obtain a robust level of accuracy with a high degree of concordance with manual expert annotations.
Keyphrases
  • deep learning
  • ulcerative colitis
  • convolutional neural network
  • artificial intelligence
  • machine learning
  • cell therapy
  • chronic rhinosinusitis
  • clinical practice
  • stem cells
  • high throughput