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Development of a chest X-ray machine learning convolutional neural network model on a budget and using artificial intelligence explainability techniques to analyze patterns of machine learning inference.

Stephen B Lee
Published in: JAMIA open (2024)
An example using a custom model showed that AI (Artificial Intelligence) can be accessible on consumer-grade hardware, and it also demonstrated an example of studying themes of ML explainability by varying ResNet architectures.
Keyphrases
  • artificial intelligence
  • machine learning
  • deep learning
  • convolutional neural network
  • big data
  • high resolution
  • single cell
  • healthcare
  • health information
  • magnetic resonance
  • social media
  • mass spectrometry
  • dual energy