Artificial Intelligence Program to Predict p53 Mutations in Ulcerative Colitis-Associated Cancer or Dysplasia.

Tatsuki NoguchiTakumi AndoShigenobu EmotoHiroaki NozawaKazushige KawaiKazuhito SasakiKoji MuronoJunko KishikawaHiroaki IshiYuichiro YokoyamaShinya AbeYuzo NagaiHiroyuki AnzaiHirofumi SonodaKeisuke HataTakeshi SasakiSoichiro Ishihara

Published in: Inflammatory bowel diseases (2022)

Our trained CNN can be used as a reasonable alternative to conventional p53 immunohistochemical staining in the pathological diagnosis of colitis-associated neoplasia, which is accurate, saves time, and is cost-effective.

Keyphrases

artificial intelligence
ulcerative colitis
machine learning
big data
deep learning
papillary thyroid
convolutional neural network
high grade
quality improvement
squamous cell
high resolution
resistance training
squamous cell carcinoma
lymph node metastasis
mass spectrometry