support vector machine (SVM)

A Machine Learning Shock Decision Algorithm for use during Piston-driven Chest Compressions

A Machine Learning Shock Decision Algorithm for use during Piston-driven Chest Compressions

Author(s): Iraia Isasi, Unai Irusta, Andoni Elola, Elisabete Aramendi, Unai Ayala, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl
A Machine Learning Shock Decision Algorithm for use during Piston-driven Chest Compressions 170 177 IEEE Transactions on Biomedical Engineering (TBME)

High quality chest compressions during cardiopulmonary resuscitation (CPR) and an early defibrillation are key to improve outcome in out-of-hospital cardiac arrest. Compressions must be interrupted for a reliable shock advice…

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SVM-Based System for Prediction of Epileptic Seizures From iEEG Signal

SVM-Based System for Prediction of Epileptic Seizures From iEEG Signal

Author(s): Han-Tai Shiao, Vladimir Cherkassky, Jieun Lee, Brandon Veber, Edward E. Patterson, Benjamin H. Brinkmann, Gregory A. Worrell
SVM-Based System for Prediction of Epileptic Seizures From iEEG Signal 170 177 IEEE Transactions on Biomedical Engineering (TBME)

This paper describes a data-analytic modeling approach for the prediction of epileptic seizures from intracranial electroencephalogram (iEEG) recording of brain activity. Even though it is widely accepted that statistical characteristics…

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