DeepMicro – Deep Representation learning for Disease prediction based on Microbiome data

DeepMicro

:: DESCRIPTION

DeepMicro is a deep representation learning framework exploiting various autoencoders to learn robust low-dimensional representations from high-dimensional data and training classification models based on the learned representation.

::DEVELOPER

Professor Zhang Liqing’s Lab

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux
  • Python

:: DOWNLOAD

DeepMicro

:: MORE INFORMATION

Citation

Oh M, Zhang L.
DeepMicro: deep representation learning for disease prediction based on microbiome data.
Sci Rep. 2020 Apr 7;10(1):6026. doi: 10.1038/s41598-020-63159-5. PMID: 32265477; PMCID: PMC7138789.