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Universal Spectrum Explorer: A Standalone (Web-)Application for Cross-Resource Spectrum Comparison.

Tobias K SchmidtPatroklos SamarasViktoria DorferChristian PanseTobias KockmannLeon BichmannBart van PuyveldeYasset Perez RiverolEric W DeutschBernhard KusterMathias Wilhelm
Published in: Journal of proteome research (2021)
Here, we present the Universal Spectrum Explorer (USE), a web-based tool based on IPSA for cross-resource (peptide) spectrum visualization and comparison (https://www.proteomicsdb.org/use/). Mass spectra under investigation can be either provided manually by the user (table format) or automatically retrieved from online repositories supporting access to spectral data via the universal spectrum identifier (USI), or requested from other resources and services implementing a newly designed REST interface. As a proof of principle, we implemented such an interface in ProteomicsDB thereby allowing the retrieval of spectra acquired within the ProteomeTools project or real-time prediction of tandem mass spectra from the deep learning framework Prosit. Annotated mirror spectrum plots can be exported from the USE as editable scalable high-quality vector graphics. The USE was designed and implemented with minimal external dependencies allowing local usage and integration into other web sites (https://github.com/kusterlab/universal_spectrum_explorer).
Keyphrases
  • deep learning
  • healthcare
  • primary care
  • computed tomography
  • artificial intelligence
  • big data
  • electronic health record
  • health information
  • convolutional neural network
  • affordable care act
  • contrast enhanced