A benchmark study of deep learning-based multi-omics data fusion methods for cancer

HIGHLIGHTS

  • who: Dongjin Leng from the Institute of Health Service of China University, Xiamen, People`s have published the paper: A benchmark study of deep learning-based multi-omics data fusion methods for cancer, in the Journal: (JOURNAL)
  • what: To make different methods comparable, in this study, the authors first extracted the data fusion part from the original model and then compared the performance on unified datasets and tasks. To comprehensively evaluate the performance of the models, three types of multi-omics datasets were used in this study: simulated data, single-cell data, and cancer data . . .

     

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