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Literature DB >> 31673673

Collection and Analysis of Multimodal Data for SUDEP Biomarker Discovery.

James MacDonald^1,2, Amit Sinha^1,2, Farhad Kaffashi^1,2, Wanchat Threeanaew^1,2, Samden D Lhatoo^3,4, Kenneth A Loparo^1,2.

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.

Entities: Disease Gene Species

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

Year: 2018 PMID： 31673673 PMCID： PMC6822612 DOI： 10.1109/LSENS.2018.2880594

Source DB: PubMed Journal: IEEE Sens Lett

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References

23 in total

1. Do existing measures of Poincaré plot geometry reflect nonlinear features of heart rate variability?

Authors: M Brennan; M Palaniswami; P Kamen
Journal: IEEE Trans Biomed Eng Date: 2001-11 Impact factor: 4.538

2. Poincaré plot interpretation using a physiological model of HRV based on a network of oscillators.

Authors: Michael Brennan; Marimuthu Palaniswami; Peter Kamen
Journal: Am J Physiol Heart Circ Physiol Date: 2002-11 Impact factor: 4.733

3. Comparison of various techniques used to estimate spontaneous baroreflex sensitivity (the EuroBaVar study).

Authors: Dominique Laude; Jean-Luc Elghozi; Arlette Girard; Elisabeth Bellard; Malika Bouhaddi; Paolo Castiglioni; Catherine Cerutti; Andrei Cividjian; Marco Di Rienzo; Jacques-Olivier Fortrat; Ben Janssen; John M Karemaker; Georges Lefthériotis; Gianfranco Parati; Pontus B Persson; Alberto Porta; Luc Quintin; Jacques Regnard; Heinz Rüdiger; Harald M Stauss
Journal: Am J Physiol Regul Integr Comp Physiol Date: 2003-09-18 Impact factor: 3.619

4. European data format 'plus' (EDF+), an EDF alike standard format for the exchange of physiological data.

Authors: Bob Kemp; Jesus Olivan
Journal: Clin Neurophysiol Date: 2003-09 Impact factor: 3.708

5. Heart rate variability. Standards of measurement, physiological interpretation, and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology.

Authors:
Journal: Eur Heart J Date: 1996-03 Impact factor: 29.983

Collection and Analysis of Multimodal Data for SUDEP Biomarker Discovery.

1. Do existing measures of Poincaré plot geometry reflect nonlinear features of heart rate variability?

2. Poincaré plot interpretation using a physiological model of HRV based on a network of oscillators.

3. Comparison of various techniques used to estimate spontaneous baroreflex sensitivity (the EuroBaVar study).

4. European data format 'plus' (EDF+), an EDF alike standard format for the exchange of physiological data.

5. Heart rate variability. Standards of measurement, physiological interpretation, and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology.

Review 6. Association of sleep with sudden unexpected death in epilepsy.

Review 7. Review: The past, present and future challenges in epilepsy-related and sudden deaths and biobanking.

Review 8. Sudden unexpected death in epilepsy: epidemiology, mechanisms, and prevention.

9. Neurogenic pulmonary edema in unexpected, unexplained death of epileptic patients.

10. Interrater reliability: the kappa statistic.