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Revealing General Patterns of Microbiomes That Transcend Systems: Potential and Challenges of Deep Transfer Learning

  • Maude M. David
  • , Christine Tataru
  • , Quintin Pope
  • , Lydia J. Baker
  • , Mary K. English
  • , Hannah E. Epstein
  • , Austin Hammer
  • , Michael Kent
  • , Michael J. Sieler
  • , Ryan S. Mueller
  • , Thomas J. Sharpton
  • , Fiona Tomas
  • , Rebecca Vega Thurber
  • , Xiaoli Z. Fern

Research output: Contribution to journal › Article › peer-review

Original languageEnglish
Article numbere01058-21
JournalmSystems
Volume7
Issue number1
DOIs
StatePublished - Jan 2022
Externally publishedYes

ASJC Scopus Subject Areas

  • Microbiology
  • Physiology
  • Biochemistry
  • Ecology, Evolution, Behavior and Systematics
  • Modeling and Simulation
  • Molecular Biology
  • Genetics
  • Computer Science Applications

Keywords

  • Deep learning
  • Embeddings
  • Machine learning
  • Microbial ecology

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