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Expert consensus document on automated diagnosis of the electrocardiogram: The task force on automated diagnosis of the electrocardiogram in Japan part 3: Inappropriate internal processing in the automatic diagnosis of electrocardiograms and its problems.

Takao KatohMasaaki YashimaNaohiko TakahashiEiichi WatanabeTakanori IkedaYuji KasamakiNaokata SumitomoNorihiro UedaHiroshi MoritaMasayasu Hiraoka
Published in: Journal of arrhythmia (2023)
Computer diagnosis of electrocardiograms is widely used to provide useful information in clinical practice and medical checkups. However, it is common for users to be confused by the inappropriate diagnosis. We illustrate some examples of inappropriate automatic diagnoses and discuss the actual situation of inappropriate automatic processing and its problems.
Keyphrases
  • deep learning
  • machine learning
  • mental health
  • clinical practice
  • healthcare
  • high throughput
  • single cell
  • neural network