Signal Processing & Peak Detection

Peak Detection Package

We have developed Python and command line software tools for signal processing and peak detection.  

Peak Detection Package

    • Arterial pulse delineation functional
      • Systolic and Diastolic peak detection
      • Dicrotic Notch detection
      • Interface structure
    • ECG pulse delineation
      • R peak detection
  • Signal Abstraction Package
    • Wrapper library for Pandas DataFrames used for signal processing
      • Leverages Pandas and Numpy for efficient computation of time series data in Python
        • Treats signals as objects with access to DataFrame facilities
          • easy output to various file formats (cvs, etc)
          • easy integration with SQL databases
          • coupled with data serialization package, easy integration with Django
  • Data Serialization Package
    • Customized serializer for time series signal data sets
    • Faster, more compact than general purpose serializers
  • Data Ingestion and Normalization Package
    • Processes data of varying formats, finds and splits on stage breaks
    • Cuts out dead space
    • Restructures and consolidates data into a single unified and consistent format
  • Dataset catalogue query tool
    • Number of patients, sessions, concussions, folders
 
If you need help with development or licensing of these tools, email us at hi@answerintelligence.com.