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Stroke Outcome Prediction Using Vascular Imaging Features and Machine Learning

This technology is a stroke outcome prediction method to determine patient outcomes and inform treatment decisions. The method utilizes machine learning models trained with patient-specific vascular imaging features, patient demographics, stroke severity scores and clinical history as predictors to forecast a 90-day functional outcome following an ischemic...

Published: 4/23/2024 | Inventor(s): Aditi Deshpande, Kaveh Laksari, Jordan Elliott, Pouya Tahsili-Fahadan

Keywords(s):

Category(s): Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Healthcare Portfolios > Neurology, Technology Classifications > Healthcare Portfolios > Neurology > CNS & Neurosciences

Stroke Outcome Prediction using Vascular Imaging Features

This is a prediction method to determine the outcome of a stroke based on vascular images presented by the patient. This model predicts the 90-day functional outcome after ischemic stroke at a significantly higher accuracy than current models, to inform treatment decisions and patient selection. Machine learning models were employed and trained with...

Published: 2/1/2024 | Inventor(s): Kaveh Laksari, Aditi Deshpande, Jordan Elliott, Pouya Tahsili-Fahadan

Keywords(s):

Category(s): Technology Classifications > Healthcare Portfolios > Neurology > CNS & Neurosciences, Technology Classifications > Healthcare Portfolios > Neurology, Technology Classifications > Life Sciences > Diagnostics