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A general-purpose signal processing algorithm for biological profiles using only first-order derivative information.

Yuanjie LiuJianhan Lin
Published in: BMC bioinformatics (2019)
We have introduced a new method for signal peak picking, where baseline computation and peak identification are performed jointly. The testing results of both authentic and artificially synthesized data illustrate that the new method is powerful, and it could be a better choice for practical processing.
Keyphrases
  • machine learning
  • electronic health record
  • big data
  • deep learning
  • health information
  • healthcare
  • artificial intelligence
  • water soluble