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Importance of Patient History in Artificial Intelligence-Assisted Medical Diagnosis: Comparison Study.

Fumitoshi FukuzawaYasutaka YahagitaDaiki YokokawaShun UchidaShiho YamashitaYu LiKiyoshi ShikinoTomoko TsukamotoKazutaka NodaTakanori UeharaMasatomi Ikusaka
Published in: JMIR medical education (2024)
Although adding additional information improves diagnostic accuracy, patient history remains a significant factor in AI-assisted medical diagnosis. Thus, when using AI in medical diagnosis, it is crucial to include pertinent and correct patient histories for an accurate diagnosis. Our findings emphasize the continued significance of patient history in clinical diagnoses in this age and highlight the need for its integration into AI-assisted medical diagnosis systems.
Keyphrases
  • artificial intelligence
  • healthcare
  • case report
  • machine learning
  • big data
  • deep learning
  • mass spectrometry
  • social media