Collection and Analysis of Multimodal Data for SUDEP Biomarker Discovery

Wanchat Threeanaew; James MacDonald; Amit Sinha; Farhad Kaffashi; Samden D Lhatoo; Kenneth A Loparo

doi:10.1109/LSENS.2018.2880594

Collection and Analysis of Multimodal Data for SUDEP Biomarker Discovery

IEEE Sens Lett. 2019 Jan;3(1):7100604. doi: 10.1109/LSENS.2018.2880594. Epub 2018 Nov 9.

Authors

Wanchat Threeanaew^{1

2}, James MacDonald^#^{1

2}, Amit Sinha^#^{1

2}, Farhad Kaffashi^#^{1

2}, Samden D Lhatoo^{3

4}, Kenneth A Loparo^{1

2}

Affiliations

¹ Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, OH 44106, USA.
² Institute for Smart, Secure and Connected Systems, Case Western Reserve University, Cleveland, OH 44106, USA.
³ Department of Neurology, Case Western Reserve University, Cleveland, OH 44106, USA.
⁴ Neurological Institute, University Hospitals, Cleveland, OH 44106, USA.

^# Contributed equally.

Abstract

This paper discusses the acquisition and processing of multimodal physiological data from patients with epilepsy in Epilepsy Monitoring Units for the discovery of risk factors for Sudden Expected Death in Epilepsy (SUDEP) that can be combined through integrative analysis for biomarker discovery.

Keywords: Feature Extraction; Integrative Analysis; Multimodal Data; Signal Processing.

Abstract

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