Multigate transcranial Doppler ultrasound system with real-time embolic signal identification and archival

IEEE Trans Ultrason Ferroelectr Freq Control. 2006 Oct;53(10):1853-61. doi: 10.1109/tuffc.2006.117.

Abstract

An integrated system for acquisition and processing of intracranial and extracranial Doppler signals and automatic embolic signal detection has been developed. The hardware basis of the system is a purpose-built acquisition/processing board that includes a multigate Doppler unit controlled through a computer. The signal-processing engine of the system contains a fast Fourier transform (FFT)-based, spectral-analysis unit and an embolic signal-detection unit using expert system reasoning theory. The system is designed so that up to four receive gates from a single transducer can be used to provide useful reasoning information to the embolic signal-detection unit. Alternatively, two transducers can be used simultaneously, either for bilateral transcranial Doppler (TCD) investigations or for simultaneous intra- and extracranial investigation of different arteries. The structure of the software will allow the future implementation of embolus detection algorithms that use the information from all four channels when a single transducer is used, or of independent embolus detection in two sets of two channels when two transducers are used. The user-friendly system has been tested in-vitro, and it has demonstrated a 93.6% sensitivity for micro-embolic signal (MES) identification. Preliminary in-vivo results also are encouraging.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Algorithms
  • Artificial Intelligence
  • Computer Systems
  • Echoencephalography / instrumentation
  • Echoencephalography / methods
  • Equipment Design
  • Equipment Failure Analysis
  • Humans
  • Image Enhancement / instrumentation*
  • Image Interpretation, Computer-Assisted / instrumentation*
  • Information Storage and Retrieval / methods*
  • Intracranial Embolism / diagnostic imaging*
  • Pattern Recognition, Automated / methods*
  • Pilot Projects
  • Radiology Information Systems
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Signal Processing, Computer-Assisted / instrumentation*
  • Ultrasonography, Doppler / instrumentation*
  • Ultrasonography, Doppler / methods