Interpretable Models for Detecting and Monitoring Elevated Intracranial Pressure

arXiv:2403.02236v1 Announce Type: cross
Abstract: Detecting elevated intracranial pressure (ICP) is crucial in diagnosing and managing various neurological conditions. These fluctuations in pressure are transmitted to the optic nerve sheath (ONS), resulting in changes to its diameter, which can then be detected using ultrasound imaging devices. However, interpreting sonographic images of the ONS can be challenging. In this work, we propose two systems that actively monitor the ONS diameter throughout an ultrasound video and make a final prediction as to …

abstract arxiv cs.cv devices eess.iv images imaging monitoring optic type