Nature Communications (Nov 2020)

A deep learning diagnostic platform for diffuse large B-cell lymphoma with high accuracy across multiple hospitals

  • Dongguang Li,
  • Jacob R. Bledsoe,
  • Yu Zeng,
  • Wei Liu,
  • Yiguo Hu,
  • Ke Bi,
  • Aibin Liang,
  • Shaoguang Li

DOI
https://doi.org/10.1038/s41467-020-19817-3
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 9

Abstract

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Replacing diagnostic histopathology with AI-based tools requires large training datasets and robustness to sample variability. Here, the authors present a deep learning platform with high accuracy in large diffuse B-cell lymphoma diagnosis across multiple hospitals, trained on small datasets.