Multichannel wearable fNIRS-EEG system for long-term clinical monitoring

被引:59
作者
Kassab, Ali [1 ]
Le Lan, Jerome [2 ]
Tremblay, Julie [3 ]
Vannasing, Phetsamone [3 ]
Dehbozorgi, Mahya [2 ]
Pouliot, Philippe [2 ,5 ]
Gallagher, Anne [3 ]
Lesage, Frederic [2 ]
Sawan, Mohamad [2 ]
Dang Khoa Nguyen [1 ,4 ]
机构
[1] Univ Montreal, Res Ctr, Ctr Hosp Univ Montreal, Montreal, PQ H2X 0A9, Canada
[2] Ecole Polytech Montreal, Dept Elect Engn, Montreal, PQ H3T 1J4, Canada
[3] Univ Montreal, Res Ctr, Hop St Justine, Montreal, PQ H3T 1C4, Canada
[4] Ctr Hosp Univ Montreal, Dept Neurol, Hop Notre Dame, Montreal, PQ H2L 4M1, Canada
[5] Montreal Heart Inst, Res Ctr, Montreal, PQ H1T 1C8, Canada
基金
加拿大健康研究院;
关键词
portable near-infrared spectroscopy; electroencephalography; cerebral hemodynamics; functional brain imaging and monitoring; limb-shaking transient ischemic attacks; epilepsy; NEAR-INFRARED SPECTROSCOPY; VISUAL-EVOKED-POTENTIALS; ANEURYSMAL SUBARACHNOID HEMORRHAGE; CEREBRAL BLOOD OXYGENATION; FUNCTIONAL MRI; HUMAN-BRAIN; OPTICAL PATHLENGTH; LANGUAGE DOMINANCE; INVOS; 3100; NIRS;
D O I
10.1002/hbm.23849
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Continuous brain imaging techniques can be beneficial for the monitoring of neurological pathologies (such as epilepsy or stroke) and neuroimaging protocols involving movement. Among existing ones, functional near-infrared spectroscopy (fNIRS) and electroencephalography (EEG) have the advantage of being noninvasive, nonobstructive, inexpensive, yield portable solutions, and offer complementary monitoring of electrical and local hemodynamic activities. This article presents a novel system with 128 fNIRS channels and 32 EEG channels with the potential to cover a larger fraction of the adult superficial cortex than earlier works, is integrated with 32 EEG channels, is light and battery-powered to improve portability, and can transmit data wirelessly to an interface for real-time display of electrical and hemodynamic activities. A novel fNIRS-EEG stretchable cap, two analog channels for auxiliary data (e.g., electrocardiogram), eight digital triggers for event-related protocols and an internal accelerometer for movement artifacts removal contribute to improve data acquisition quality. The system can run continuously for 24h. Following instrumentation validation and reliability on a solid phantom, performance was evaluated on (1) 12 healthy participants during either a visual (checkerboard) task at rest or while pedalling on a stationary bicycle or a cognitive (language) task and (2) 4 patients admitted either to the epilepsy (n=3) or stroke (n=1) units. Data analysis confirmed expected hemodynamic variations during validation recordings and useful clinical information during in-hospital testing. To the best of our knowledge, this is the first demonstration of a wearable wireless multichannel fNIRS-EEG monitoring system in patients with neurological conditions. Hum Brain Mapp 39:7-23, 2018. (c) 2017 Wiley Periodicals, Inc.
引用
收藏
页码:7 / 23
页数:17
相关论文
共 102 条
[1]   Anatomical guidance for functional near-infrared spectroscopy: AtlasViewer tutorial [J].
Aasted, Christopher M. ;
Yuecel, Meryem A. ;
Cooper, Robert J. ;
Dubb, Jay ;
Tsuzuki, Daisuke ;
Becerra, Lino ;
Petkov, Mike P. ;
Borsook, David ;
Dan, Ippeita ;
Boas, David A. .
NEUROPHOTONICS, 2015, 2 (02)
[2]  
Abtahi M, 2016, IEEE ENG MED BIO, P6298, DOI 10.1109/EMBC.2016.7592168
[3]   Applications of Functional Near-Infrared Spectroscopy (fNIRS) to neurorehabilitation of cognitive disabilities [J].
Arenth, Patricia M. ;
Ricker, Joseph H. ;
Schultheis, Maria T. .
CLINICAL NEUROPSYCHOLOGIST, 2007, 21 (01) :38-57
[4]   Development of a multi-channel, portable optical topography system [J].
Atsumori, Hirokazu ;
Kiguchi, Masashi ;
Obata, Akiko ;
Sato, Hiroki ;
Katura, Takusige ;
Utsugi, Kei ;
Funane, Tsukasa ;
Maki, Atsushi .
2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, :3362-+
[5]   Measurement error [J].
Bland, JM ;
Altman, DG .
BRITISH MEDICAL JOURNAL, 1996, 312 (7047) :1654-1654
[6]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[7]   Diffuse optical imaging of brain activation: approaches to optimizing image sensitivity, resolution, and accuracy [J].
Boas, DA ;
Dale, AM ;
Franceschini, MA .
NEUROIMAGE, 2004, 23 :S275-S288
[8]   Twenty years of functional near-infrared spectroscopy: introduction for the special issue [J].
Boas, David A. ;
Elwell, Clare E. ;
Ferrari, Marco ;
Taga, Gentaro .
NEUROIMAGE, 2014, 85 :1-5
[9]   A portable near infrared spectroscopy system for bedside monitoring of newborn brain [J].
Bozkurt, Alper ;
Rosen, Arye ;
Rosen, Harel ;
Onaral, Banu .
BIOMEDICAL ENGINEERING ONLINE, 2005, 4 (1)
[10]   Functional near-infrared spectroscopy - An emerging neuroimaging modality [J].
Bunce, Scott C. ;
Izzetoglu, Meltem ;
Izzetoglu, Kurtulus ;
Onaral, Banu ;
Pourrezaei, Kambiz .
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2006, 25 (04) :54-62