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Performance comparison between multi-center histopathology datasets of a weakly-supervised deep learning model for pancreatic ductal adenocarcinoma detection.

Francisco CarrilloFrancisco M OrtunoAlejandro BörjessonIgnacio RojasLuis Javier Herrera
Published in: Cancer imaging : the official publication of the International Cancer Imaging Society (2023)
The integration of datasets where both classes are present can mitigate the batch effect present when integrating datasets, improving the classification performance, and accurately detecting PDAC across different datasets.
Keyphrases
  • deep learning
  • rna seq
  • machine learning
  • artificial intelligence
  • single cell
  • anaerobic digestion