Login / Signup

Performance changes due to differences among annotating radiologists for training data in computerized lesion detection.

Yukihiro NomuraShouhei HanaokaNaoto HayashiTakeharu YoshikawaSaori KoshinoChiaki SatoMomoko TatsutaYuya TanakaShintaro KanoMoto NakayaShohei InuiMasashi KusakabeTakahiro NakaoSoichiro MikiTakeyuki WatadaniRyusuke NakaokaAkinobu ShimizuOsamu Abe
Published in: International journal of computer assisted radiology and surgery (2024)
Although the performance of the CAD software after retraining varied among the annotating radiologists, no direct correlation with their experience was found. The performance trends differed according to the type of CAD software used when integrated annotations from multiple radiologists were used.
Keyphrases
  • artificial intelligence
  • coronary artery disease
  • big data
  • data analysis
  • machine learning
  • electronic health record
  • deep learning
  • loop mediated isothermal amplification
  • label free
  • virtual reality