Multiscale Electrophysiology Format: An Open-source Electrophysiology Format Using Data Compression, Encryption, and Cyclic Redundancy Check

被引:13
作者
Brinkmann, Benjamin H. [1 ]
Bower, Mark R. [1 ]
Stengel, Keith A. [2 ]
Worrell, Gregory A. [1 ]
Stead, Matt [1 ]
机构
[1] Mayo Syst Electrophysiol Lab, Rochester, MN 55905 USA
[2] Neuralynx Inc, Bozeman, MT 59715 USA
来源
2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20 | 2009年
基金
美国国家卫生研究院;
关键词
HIGH-FREQUENCY OSCILLATIONS; INTRACRANIAL ELECTROENCEPHALOGRAPHY; EXCHANGE; EEG; ELECTRODES; RECORDINGS;
D O I
10.1109/IEMBS.2009.5332915
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:7083 / +
页数:2
相关论文
共 15 条
[1]  
[Anonymous], 2003, FED REG
[2]  
[Anonymous], FED INF PROC STAND P
[3]  
Bodden E., 2002, PROSEMINAR DATENKOMP
[4]   Local generation of fast ripples in epileptic brain [J].
Bragin, A ;
Mody, I ;
Wilson, CL ;
Engel, J .
JOURNAL OF NEUROSCIENCE, 2002, 22 (05) :2012-2021
[5]   Time-frequency spectral estimation of multichannel EEG using the auto-SLEX method [J].
Cranstoun, SD ;
Ombao, HC ;
von Sachs, R ;
Guo, WS ;
Litt, B .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2002, 49 (09) :988-996
[6]   Extensible biosignal (EBS) file format: Simple method for EEG data exchange [J].
Hellmann, G ;
Kuhn, M ;
Prosch, M ;
Spreng, M .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1996, 99 (05) :426-431
[7]   A SIMPLE FORMAT FOR EXCHANGE OF DIGITIZED POLYGRAPHIC RECORDINGS [J].
KEMP, B ;
VARRI, A ;
ROSA, AC ;
NIELSEN, KD ;
GADE, J .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1992, 82 (05) :391-393
[8]   European data format 'plus' (EDF+), an EDF alike standard format for the exchange of physiological data [J].
Kemp, B ;
Olivan, J .
CLINICAL NEUROPHYSIOLOGY, 2003, 114 (09) :1755-1761
[9]   32-bit cyclic redundancy codes for Internet applications [J].
Koopman, P .
INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND NETWORKS, PROCEEDINGS, 2002, :459-468
[10]  
Martin G., 1979, PROC C VIDEO DATA RE