Literature DB >> 19963940

Multiscale electrophysiology format: an open-source electrophysiology format using data compression, encryption, and cyclic redundancy check.

Benjamin H Brinkmann1, Mark R Bower, Keith A Stengel, Gregory A Worrell, Matt Stead.   

Abstract

Continuous, long-term (up to 10 days) electrophysiological monitoring using hybrid intracranial electrodes is an emerging tool for presurgical epilepsy evaluation and fundamental investigations of seizure generation. Detection of high-frequency oscillations and microseizures could provide valuable insights into causes and therapies for the treatment of epilepsy, but requires high spatial and temporal resolution. Our group is currently using hybrid arrays composed of up to 320 micro- and clinical macroelectrode arrays sampled at 32 kHz per channel with 18-bits of A/D resolution. Such recordings produce approximately 3 terabytes of data per day. Existing file formats have limited data compression capabilities, and do not offer mechanisms for protecting patient identifying information or detecting data corruption during transmission or storage. We present a novel file format that employs range encoding to provide a high degree of data compression, a three-tiered 128-bit encryption system for patient information and data security, and a 32-bit cyclic redundancy check to verify the integrity of compressed data blocks. Open-source software to read, write, and process these files are provided.

Entities:  

Mesh:

Year:  2009        PMID: 19963940      PMCID: PMC2841504          DOI: 10.1109/IEMBS.2009.5332915

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  10 in total

1.  A simple format for exchange of digitized polygraphic recordings.

Authors:  B Kemp; A Värri; A C Rosa; K D Nielsen; J Gade
Journal:  Electroencephalogr Clin Neurophysiol       Date:  1992-05

2.  Time-frequency spectral estimation of multichannel EEG using the Auto-SLEX method.

Authors:  Stephen D Cranstoun; Hernando C Ombao; Rainer von Sachs; Wensheng Guo; Brian Litt
Journal:  IEEE Trans Biomed Eng       Date:  2002-09       Impact factor: 4.538

3.  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

4.  Extensible biosignal (EBS) file format: simple method for EEG data exchange.

Authors:  G Hellmann; M Kuhn; M Prosch; M Spreng
Journal:  Electroencephalogr Clin Neurophysiol       Date:  1996-11

5.  Local generation of fast ripples in epileptic brain.

Authors:  Anatol Bragin; Istvan Mody; Charles L Wilson; Jerome Engel
Journal:  J Neurosci       Date:  2002-03-01       Impact factor: 6.167

6.  Intracranial electroencephalography with subdural grid electrodes: techniques, complications, and outcomes.

Authors:  Jamie J Van Gompel; Gregory A Worrell; Michael L Bell; Todd A Patrick; Gregory D Cascino; Corey Raffel; W Richard Marsh; Fredric B Meyer
Journal:  Neurosurgery       Date:  2008-09       Impact factor: 4.654

7.  Interictal high-frequency oscillations (100-500 Hz) in the intracerebral EEG of epileptic patients.

Authors:  Elena Urrestarazu; Rahul Chander; Francçois Dubeau; Jean Gotman
Journal:  Brain       Date:  2007-07-11       Impact factor: 13.501

8.  Phase I trial: safety and feasibility of intracranial electroencephalography using hybrid subdural electrodes containing macro- and microelectrode arrays.

Authors:  Jamie J Van Gompel; S Matthew Stead; Caterina Giannini; Fredric B Meyer; W Richard Marsh; Todd Fountain; Elson So; Aaron Cohen-Gadol; Kendall H Lee; Gregory A Worrell
Journal:  Neurosurg Focus       Date:  2008-09       Impact factor: 4.047

9.  High-frequency oscillations in human temporal lobe: simultaneous microwire and clinical macroelectrode recordings.

Authors:  Greg A Worrell; Andrew B Gardner; S Matt Stead; Sanqing Hu; Steve Goerss; Gregory J Cascino; Fredric B Meyer; Richard Marsh; Brian Litt
Journal:  Brain       Date:  2008-02-07       Impact factor: 13.501

10.  Health insurance reform: security standards. Final rule.

Authors: 
Journal:  Fed Regist       Date:  2003-02-20
  10 in total
  8 in total

1.  Interictal epileptiform activity outside the seizure onset zone impacts cognition.

Authors:  Hoameng Ung; Christian Cazares; Ameya Nanivadekar; Lohith Kini; Joost Wagenaar; Danielle Becker; Abba Krieger; Timothy Lucas; Brian Litt; Kathryn A Davis
Journal:  Brain       Date:  2017-08-01       Impact factor: 13.501

2.  Network oscillations modulate interictal epileptiform spike rate during human memory.

Authors:  Joseph Y Matsumoto; Matt Stead; Michal T Kucewicz; Andrew J Matsumoto; Pierce A Peters; Benjamin H Brinkmann; Jane C Danstrom; Stephan J Goerss; W Richard Marsh; Fred B Meyer; Gregory A Worrell
Journal:  Brain       Date:  2013-06-25       Impact factor: 13.501

3.  Intracranial EEG fluctuates over months after implanting electrodes in human brain.

Authors:  Hoameng Ung; Steven N Baldassano; Hank Bink; Abba M Krieger; Shawniqua Williams; Flavia Vitale; Chengyuan Wu; Dean Freestone; Ewan Nurse; Kent Leyde; Kathryn A Davis; Mark Cook; Brian Litt
Journal:  J Neural Eng       Date:  2017-09-01       Impact factor: 5.379

4.  NeuroIntegrative Connectivity (NIC) Informatics Tool for Brain Functional Connectivity Network Analysis in Cohort Studies.

Authors:  Satya S Sahoo; Arthur Gershon; Shafiabadi Nassim; Ghosh Kaushik; Tatsuoka Curtis; Samden D Lhatoo; Guadalupe Fernandez-BacaVaca
Journal:  AMIA Annu Symp Proc       Date:  2021-01-25

Review 5.  Proposal for a Standard Format for Neurophysiology Data Recording and Exchange.

Authors:  Matt Stead; Jonathan J Halford
Journal:  J Clin Neurophysiol       Date:  2016-10       Impact factor: 2.177

Review 6.  Standards for data acquisition and software-based analysis of in vivo electroencephalography recordings from animals. A TASK1-WG5 report of the AES/ILAE Translational Task Force of the ILAE.

Authors:  Jason T Moyer; Vadym Gnatkovsky; Tomonori Ono; Jakub Otáhal; Joost Wagenaar; William C Stacey; Jeffrey Noebels; Akio Ikeda; Kevin Staley; Marco de Curtis; Brian Litt; Aristea S Galanopoulou
Journal:  Epilepsia       Date:  2017-11       Impact factor: 5.864

Review 7.  Big data sharing and analysis to advance research in post-traumatic epilepsy.

Authors:  Dominique Duncan; Paul Vespa; Asla Pitkänen; Adebayo Braimah; Niina Lapinlampi; Arthur W Toga
Journal:  Neurobiol Dis       Date:  2018-06-01       Impact factor: 5.996

8.  A scalable neuroinformatics data flow for electrophysiological signals using MapReduce.

Authors:  Catherine Jayapandian; Annan Wei; Priya Ramesh; Bilal Zonjy; Samden D Lhatoo; Kenneth Loparo; Guo-Qiang Zhang; Satya S Sahoo
Journal:  Front Neuroinform       Date:  2015-03-16       Impact factor: 4.081

  8 in total

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