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Effect of image resolution on automated classification of chest X-rays.

Md Inzamam Ul HaqueAbhishek K DubeyIoana DanciuAmy C JusticeOlga S OvchinnikovaJacob D Hinkle
Published in: Journal of medical imaging (Bellingham, Wash.) (2023)
This study suggests that instead of focusing solely on the finest image resolutions, multi-scale features should be emphasized for information extraction from high-resolution CXRs.
Keyphrases
  • deep learning
  • high resolution
  • machine learning
  • high throughput
  • mass spectrometry
  • healthcare
  • health information
  • social media