Safe and sound? A systematic literature review of seizure detection methods for personal use

Seizure

Volumn 36, Issue , 2016, Pages 4-15

  Jory, Caryn ^a   Shankar, Rohit ^a,b   Coker, Deborah ^c   McLean, Brendan ^d   Hanna, Jane ^e   Newman, Craig ^c,f  

^a Threemilestone Industrial Estate Truro ^*  (United Kingdom)

^b UNIVERSITY OF EXETER MEDICAL SCHOOL   (United Kingdom)

^c PLYMOUTH HOSPITALS NHS TRUST   (United Kingdom)

^d ROYAL CORNWALL HOSPITALS NHS TRUST   (United Kingdom)

^e SUDEP ACTION   (United Kingdom)

^f UNIVERSITY OF PLYMOUTH   (United Kingdom)

Author keywords

Epilepsy deaths; Mobile applications; Seizure detection devices; Seizure dogs; Seizure safety devices; Systematic review

Indexed keywords

HEMOGLOBIN;

ACCELEROMETER; ALGORITHM; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; FALSE POSITIVE RESULT; HEART RATE; HUMAN; INFRARED SPECTROSCOPY; MOVEMENT (PHYSIOLOGY); MYOCLONUS SEIZURE; NOCTURNAL SEIZURE; NONHUMAN; PRACTICE GUIDELINE; PRIORITY JOURNAL; REVIEW; SEIZURE; SENSITIVITY AND SPECIFICITY; SENSOR; SERVICE DOG; SKIN CONDUCTANCE; SLEEP DISORDERED BREATHING; SMARTPHONE; SYSTEMATIC REVIEW; TONIC CLONIC SEIZURE; VIDEORECORDING; ANIMAL; BIBLIOGRAPHIC DATABASE; DIAGNOSIS; DOG; PERSONALIZED MEDICINE; SEIZURES; STATISTICS AND NUMERICAL DATA;

ALGORITHMS; ANIMALS; DATABASES, BIBLIOGRAPHIC; DIAGNOSIS; DOGS; ELECTROENCEPHALOGRAPHY; FALSE POSITIVE REACTIONS; HUMANS; MOVEMENT; PRECISION MEDICINE; SEIZURES;

EID: 84962018273     PISSN: 10591311     EISSN: 15322688     Source Type: Journal    
DOI: 10.1016/j.seizure.2016.01.013     Document Type: Review

References (40)

1. D. Blum, J. Eskola, J. Bortz, and R. Fisher Patient Awareness of Seizures Neurology 47 1996 260 264
2. A. Schulze-Bonhage, K. Wagner, A. Carius, A. Schelle, and M. Ihle The Patients View On EEG-based Seizure Prediction Devices Epilepsia 51 21 2010 0013 9580
3. D. Moher, A. Liberati, J. Tetzlaff, and D.G. Altman Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement BMJ 339 2009 b2535
4. A. Narechania, I. Garic, I. Sen-Gupta, M. Macken, E. Gerard, and S. Schuele Assessment of a quasi-piezoelectric mattress monitor as \ detection system for generalised convulsions Epilepsy Behav 28 2013 172 176
5. K. Van Poppel, S. Fulton, A. McGregor, M. Ellis, A. Patters, and J. Wheless Prospective study of the emfit movement monitor J Child Neurol 28 11 2013 1434 1436
6. S. Fulton, K.V. Poppel, A. McGreggor, M. Ellis, A. Patters, and J. Wheless Prospective study of 2 bed alarms for detection of nocturnal seizures J Child Neurol 28 11 2013 1430 1433
7. C. Carlson, V. Arnedo, and O. Devinsky Detecting nocturnal convulsions: efficacy of the MP5 monitor Seizure 18 3 2009 225 227
8. A. Van De Vel, K. Verhaert, and B. Ceulemans Critical evaluation of four seizure detection systems tested on one patient with focal and generalised tonic and clonic seizures Epilepsy Behav 37 2014 91 94 ()
9. M. Milosevic, A. Van De Vel, K. Cuppens, B. Bonroy, B. Ceulemans, L. Lagae, and et al. Towards long term home monitoring of epileptic children Epilepsy Curr 14 284 2014 1535 7597
10. K. Cuppens, P. Karsmakers, A. Van De Vel, B. Bonroy, M. Milosevic, S. Luca, and et al. Accelerometers-based home monitoring for detection of nocturnal hypermotor seizures based on novelty detection IEEE J Biomed Health Inform 18 2014 1026 1033
11. S. Beniczky, T. Polster, T.W. Kjaer, and H. Hjalgrim Detection of generalised tonic clinic seizures by a wireless wrist accelerometer: a prospective multi-centre study Epilepsia 54 4 2013 E58
12. C. Ungureanu, M. Van Bussel, I. Tan, J. Arends, and R. Aarts Feature comparison for realtime detection of nocturnal seizures using accelerometry Epilepsia 53 153 2012 0013 9580
13. Sullivan J. (2013) Smartwatch-Clinical study Report [pdf] University Of California, San Francisco Paediatric Epilepsy Centre: SmartMonitor. Available at http://Smart-monitor.com/for-clinicians/.
14. J. Lockman, R. Fisher, and D. Olson Detection of seizure like movements using a wrist accelerometer Epilepsy Behav 20 4 2011 638 641
15. B. Ceulemans, K. Cuppens, L. Lagae, S. Van Huffel, and B. Vanrumste Detection of nocturnal frontal lobe seizures in paediatric patients by means of accelerometers: preliminary results Eur J Paediatr Neurol 13 Suppl 1 2009 S67 S167
16. A. Van De Vel, K. Cuppens, B. Bonroy, M. Milosevic, S. Van Huffel, and et al. Long term home monitoring of hypermotor seizures by patient worn accelerometers Epilepsy Behav 26 1 2013 118 125
17. A. Van De Vel, K. Cuppen, B. Bonroy, M. Milosevic, R. Kris, L. Gijsemans, and et al. Accelerometers for detection of motor seizures during sleep in pediatric patients with epilepsy Eur J Paediatr Neurol 15 S134 2011 1090 3798
18. S. Sabesan, K. Rose, G. Carlson, A. Mueller, R. Sankar, and J. Wheless Improving long-term management of epilepsy using wearable multi-modal seizure detection system Epilepsy Curr 15 273 2015 1535 7597
19. U. Kramer, S. Kipervasser, A. Shilitner, and R. Kuzniecky A novel portable seizure detection alarm system: preliminary results J Clin Neurophysiol 28 1 2011 36 38
20. J. Jeppesen, S. Beniczky, P. Johansen, P. Sidenius, and A. Fuglsang- Frederiksen New modified heart rate variability analysis as detector of epileptic seizures Clin Neurophysiol 125 S255 2014 1388 2457
21. M.Z. Poh, T. Loddenkemper, N. Swenson, S. Goyal, J. Madden, and R. Picard Continuous monitoring of electrodermal activity during epileptic seizures using a wearable sensor Annual International Conference of the IEEE Engineering in Medicine and Biological Society IEEE Engineering in Medicine and Biological Society, Conference, 2010 2010 () 4415-4418, 1557-170X (2010)
22. M.Z. Poh, T. Loddenkemper, C. Reinsberger, N. Swenson, S. Goyal, M. Sabtala, and et al. Convulsive seizure detection using wrist worn electrodermal activity and accelerometry biosensor Epilepsia 53 5 2012 e93
23. I. Osorio, and I. Manly Is seizure detection based On EKG clinically relevant? Clin Neurol 125 10 2014 1946 1951
24. J. Van Andel, F. Leijten, K. Rose, and J. Arends Usefulness of movement and heart rate as physiological signals to detect nocturnal epileptic seizures Clin Neurophysiol 125 S259-S260 2014 1388 2457
25. B. Kroner, A.M. Pitruzzello, J. Shorey, W.D. Gaillard, and D. Strube Physiologic sensor array to identify generalised seizures in children in a residential setting Epilepsy Curr 11 1 2011 1535 7597
26. M. Girouard, L. Moreno, L. Morgan, K. Karkar, L. Leary, O. Lie, and et al. EMG based seizure detector: preliminary results comparing a generalised tonic seizure detection algorithm to video EEG recordings Epilepsy Curr 13 54 2014 1535 7597
27. J. Cavazos, M. Girouard, and L. Whitmire Novel ambulatory EM-G based GTC seizure detection device for home and hospital use Neurology 84 2015 0028 3878
28. D. Chan, H. Lu, B. Mandal, Y. Ling Ng, and H. Lung Eng Automated marker less video seizure detection Dev Med Child Neurol 54 155 2012 0012 1622
29. K. Cuppens, C.W. Chen, K.B. Wong, A. Van De Vel, L. Lagae, B. Ceulemans, and et al. Using spatio temporal interest points (STIP) for myoclonic jerk detection in nocturnal video Annual International Conference Of The IEEE engineering In Medicine And Biology Society 2012, (1557-170x) 2012 4454 4457
30. R. Shankar, C. Jory, M. Trip, and K. Hagenow Monitoring nocturnal seizures in vulnerable patients Learning Disability Practice 16 9 2013 36 38
31. R. Shankar, D. Cox, V. Jalihal, S. Brown, J. Hanna, and B. McLean Sudden unexpected death in epilepsy (SUDEP): Development of a safety checklist Seizure 22 10 2013 812 817
32. J. Jeppesen, S. Beniczky, P. Johansen, P. Sidenius, and A. Fuglsang-frederiksen Exploring the capability of wireless near infrared spectroscopy as a portable seizure detection device for epilepsy patients Seizure 26 2015 43 48
33. P. Lyons, M. Bodamer, E. Lyons, and L. Harry Seizure alert dog as an effective seizure detection device in refractory symptomatic localisation related epilepsy: a case report Epilepsy Curr 14 288-289 2014 1535 7597
34. D. Dalziel, B. Uthman, S. Mcgorray, and R. Reel Seizure alert dogs: a review and preliminary study Seizure 12 2 2003 115 120
35. V. Strong, S. Brown, and R. Walker Seizure Alert Dogs - Fact Or Fiction? Seizure 8 1 1999 62 65
36. J. Van Andel, C. Ungureanu, and G. Petkov Tele-epilepsy: developing a multi-modal device for non eeg, extra mural, nocturnal seizure monitoring Epilepsy Curr 13 21 2013 1535 7597
37. U. Schneider, K. Bohlmann, P. Vajkoczy, and H. Straub Implantation of a new vagus nerve stimulation (VNS) therapy generator, aspireSR: considerations and recommendations during implant and replacement surgery- comparison to a traditional system Acta Neurochir 157/4 722-728 2015 0001 6268 0942-0940
38. R. Shankar, C. Newman, B. McLean, and T. Anderson Can technology help reduce risk of harm in patients with epilepsy? Br J Gen Pract 09/65 638 2015 448 449
39. E. Rodriguez-villegas, G. Chen, J. Radcliff, and J. Duncan A pilot study of a wearable apnoea detection device BMJ Open Published Online 2014 Oct 3 2014 10.1136/bmjopen-2014-005299
40. Panwar, Panwar N (unpublished) To evaluate the use and effectiveness of Seizure Alarms (bed alarm) amongst the representative paediatric population, Maxwell Muir Trust.