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The Effect of Noise on Deep Learning for Classification of Pathological Voice.

Koki HasebeShintaro FujimuraShintaro FujimuraKeiichi TamuraYoshitaka KawaiYo KishimotoKoichi Omori
Published in: The Laryngoscope (2024)
This study evaluates a machine learning model using a single dataset without comparative controls. Given its non-comparative design and specific focus, it aligns with Level 4 evidence (Case-series) under the 2011 OCEBM guidelines Laryngoscope, 2024.
Keyphrases
  • deep learning
  • machine learning
  • artificial intelligence
  • convolutional neural network
  • big data
  • air pollution
  • clinical practice