An active learning framework for enhancing identification of non-artifactual intracranial pressure waveforms

Murad Megjhani1, Ayham Alkhachroum1, Kalijah Terilli1

  • 1Department of Neurology, Columbia University Irving Medical Center, New York, NY, United States of America.

Physiological Measurement
|December 19, 2018
PubMed
Summary

An active learning approach improves artifact detection in intracranial pressure (ICP) waveforms, enhancing real-time brain injury analytics. This method offers superior accuracy compared to existing techniques for identifying valid ICP signals.

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