Assessment of deep learning and transfer learning for cancer prediction based on gene expression data

HIGHLIGHTS

• who: Blaise Hanczar from the France, Evry, France France France have published the Article: Assessment of deep learning and transfer learning for cancer prediction based on gene expression data, in the Journal: (JOURNAL)
• what: Based on the experimentations the authors provide several recommendations to optimize the construction and training of a neural network model. The authors show that neural networks outperform the state-of-the-art methods only for very large training set size. For a small training set the authors show that transfer learning is possible and may strongly improve the model performance in . . .
  

   

  

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