Literature DB >> 29873827

Standards for testing and clinical validation of seizure detection devices.

Sándor Beniczky1, Philippe Ryvlin2,3.   

Abstract

To increase the quality of studies on seizure detection devices, we propose standards for testing and clinical validation of such devices. We identified 4 key features that are important for studies on seizure detection devices: subjects, recordings, data analysis and alarms, and reference standard. For each of these features, we list the specific aspects that need to be addressed in the studies, and depending on these, studies are classified into 5 phases (0-4). We propose a set of outcome measures that need to be reported, and we propose standards for reporting the results. These standards will help in designing and reporting studies on seizure detection devices, they will give readers clear information on the level of evidence provided by the studies, and they will help regulatory bodies in assessing the quality of the validation studies. These standards are flexible, allowing classification of the studies into one of the 5 phases. We propose actions that can facilitate development of novel methods and devices. Wiley Periodicals, Inc.
© 2018 International League Against Epilepsy.

Entities:  

Keywords:  clinical trials; mobile health; seizure detection; standards; validation studies; wearable devices

Mesh:

Year:  2018        PMID: 29873827     DOI: 10.1111/epi.14049

Source DB:  PubMed          Journal:  Epilepsia        ISSN: 0013-9580            Impact factor:   5.864


  21 in total

1.  Sounds of seizures.

Authors:  Jennifer Shum; Adam Fogarty; Patricia Dugan; Manisha G Holmes; Beth A Leeman-Markowski; Anli A Liu; Robert S Fisher; Daniel Friedman
Journal:  Seizure       Date:  2020-03-18       Impact factor: 3.184

Review 2.  Autonomic manifestations of epilepsy: emerging pathways to sudden death?

Authors:  Roland D Thijs; Philippe Ryvlin; Rainer Surges
Journal:  Nat Rev Neurol       Date:  2021-10-29       Impact factor: 42.937

Review 3.  [Mobile seizure monitoring in epilepsy patients].

Authors:  A Schulze-Bonhage; S Böttcher; M Glasstetter; N Epitashvili; E Bruno; M Richardson; K V Laerhoven; M Dümpelmann
Journal:  Nervenarzt       Date:  2019-12       Impact factor: 1.214

4.  Toward standardizing the clinical testing protocols of point-of-care devices for obstructive sleep apnea diagnosis.

Authors:  Vivek Tangudu; Kahkashan Afrin; Sandy Reddy; Nicolaas E P Deutz; Steven Woltering; Satish T S Bukkapatnam
Journal:  Sleep Breath       Date:  2020-08-31       Impact factor: 2.816

5.  Dynamic training of a novelty classifier algorithm for real-time detection of early seizure onset.

Authors:  Daniel Ehrens; Mackenzie C Cervenka; Gregory K Bergey; Christophe C Jouny
Journal:  Clin Neurophysiol       Date:  2022-01-06       Impact factor: 3.708

6.  Accurate identification of EEG recordings with interictal epileptiform discharges using a hybrid approach: Artificial intelligence supervised by human experts.

Authors:  Mustafa Aykut Kural; Jin Jing; Franz Fürbass; Hannes Perko; Erisela Qerama; Birger Johnsen; Steffen Fuchs; M Brandon Westover; Sándor Beniczky
Journal:  Epilepsia       Date:  2022-03-07       Impact factor: 6.740

7.  Automatic seizure detection using three-dimensional CNN based on multi-channel EEG.

Authors:  Xiaoyan Wei; Lin Zhou; Ziyi Chen; Liangjun Zhang; Yi Zhou
Journal:  BMC Med Inform Decis Mak       Date:  2018-12-07       Impact factor: 2.796

Review 8.  Seizure Diaries and Forecasting With Wearables: Epilepsy Monitoring Outside the Clinic.

Authors:  Benjamin H Brinkmann; Philippa J Karoly; Ewan S Nurse; Sonya B Dumanis; Mona Nasseri; Pedro F Viana; Andreas Schulze-Bonhage; Dean R Freestone; Greg Worrell; Mark P Richardson; Mark J Cook
Journal:  Front Neurol       Date:  2021-07-13       Impact factor: 4.003

9.  Multimodal nocturnal seizure detection in a residential care setting: A long-term prospective trial.

Authors:  Johan Arends; Roland D Thijs; Thea Gutter; Constantin Ungureanu; Pierre Cluitmans; Johannes Van Dijk; Judith van Andel; Francis Tan; Al de Weerd; Ben Vledder; Wytske Hofstra; Richard Lazeron; Ghislaine van Thiel; Kit C B Roes; Frans Leijten
Journal:  Neurology       Date:  2018-10-24       Impact factor: 9.910

10.  Ictal autonomic changes as a tool for seizure detection: a systematic review.

Authors:  Anouk van Westrhenen; Thomas De Cooman; Richard H C Lazeron; Sabine Van Huffel; Roland D Thijs
Journal:  Clin Auton Res       Date:  2018-10-30       Impact factor: 4.435

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