A Real-Time Deep Learning Approach for Inferring Intracranial Pressure from Routinely Measured Extracranial Waveforms in the Intensive Care Unit

SS Nair, A Guo, J Boen, A Aggarwal, O Chahal… - medRxiv, 2023 - medrxiv.org
Objective. Intracranial pressure (ICP) is a physiological variable used to assess the
neurological state of patients with life-threatening intracranial pathology, such as traumatic …

A Deep Learning Approach for Generating Intracranial Pressure Waveforms from Extracranial Signals Routinely Measured in the Intensive Care Unit

SS Nair, A Guo, J Boen, A Aggarwal, O Chahal… - Computers in Biology …, 2024 - Elsevier
Intracranial pressure (ICP) is commonly monitored to guide treatment in patients with serious
brain disorders such as traumatic brain injury and stroke. Established methods to assess …

A new methodology for determining the central pressure waveform from peripheral measurement using Fourier-based machine learning

A Aghilinejad, A Tamborini, M Gharib - Artificial Intelligence in Medicine, 2024 - Elsevier
Radial applanation tonometry is a well-established technique for hemodynamic monitoring
and is becoming popular in affordable non-invasive wearable healthcare electronics. To …