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proMAD: semiquantitative densitometric measurement of protein microarrays.

Anna JaeschkeHagen EckertLaura J Bray
Published in: BMC bioinformatics (2020)
proMAD incorporates the reaction kinetics of the enzyme to model the signal development over time for each membrane creating an individual, self-referencing concept. Variations of membranes within a given experimental set up can be accounted for, allowing for a better comparison of such. While the open-source library can be implemented in existing workflows and used for highly user-tailored analytic setups, the web application, on the other hand, provides easy platform-independent access to the core algorithm to a wide range of researchers. proMAD's inherent flexibility has the potential to cover a wide range of use-cases and enables the automation of data analytic tasks.
Keyphrases
  • machine learning
  • electronic health record
  • working memory
  • deep learning
  • high throughput
  • big data
  • protein protein
  • smoking cessation
  • amino acid
  • binding protein
  • neural network