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Exploring the Interplay of Dataset Size and Imbalance on CNN Performance in Healthcare: Using X-rays to Identify COVID-19 Patients.

Moshe DavidianAdi LahavBen-Zion JoshuaOri WandYotam LurieShlomo Mark
Published in: Diagnostics (Basel, Switzerland) (2024)
Recognizing a single model's generalizability limitations, we assert that further studies on diverse datasets are needed.
Keyphrases
  • healthcare
  • sars cov
  • convolutional neural network
  • case control
  • machine learning
  • health information
  • deep learning
  • single cell