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Computer-aided diagnosis of serrated colorectal lesions using non-magnified white-light endoscopic images.

Daiki NemotoZhe GuoBoyuan PengRuiyao ZhangYuki NakajimaYoshikazu HayashiTakeshi YamashinaMasato AizawaKenichi UtanoAlan Kawarai LeforXin ZhuKazutomo Togashi
Published in: International journal of colorectal disease (2022)
The classifier (1) developed using white-light images alone compares favorably with experts in differentiating adenomas from serrated lesions. However, the classifier (2) to identify sessile serrated adenoma/polyps is inferior to experts.
Keyphrases
  • deep learning
  • convolutional neural network
  • optical coherence tomography
  • ultrasound guided
  • magnetic resonance imaging
  • chronic rhinosinusitis
  • magnetic resonance