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

被引:54
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
    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.
    [J]. 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
    Arenth, Patricia M.
    Ricker, Joseph H.
    Schultheis, Maria T.
    [J]. CLINICAL NEUROPSYCHOLOGIST, 2007, 21 (01) : 38 - 57
  • [4] Development of a multi-channel, portable optical topography system
    Atsumori, Hirokazu
    Kiguchi, Masashi
    Obata, Akiko
    Sato, Hiroki
    Katura, Takusige
    Utsugi, Kei
    Funane, Tsukasa
    Maki, Atsushi
    [J]. 2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 3362 - +
  • [5] Measurement error
    Bland, JM
    Altman, DG
    [J]. BRITISH MEDICAL JOURNAL, 1996, 312 (7047) : 1654 - 1654
  • [6] STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT
    BLAND, JM
    ALTMAN, DG
    [J]. LANCET, 1986, 1 (8476) : 307 - 310
  • [7] Diffuse optical imaging of brain activation: approaches to optimizing image sensitivity, resolution, and accuracy
    Boas, DA
    Dale, AM
    Franceschini, MA
    [J]. NEUROIMAGE, 2004, 23 : S275 - S288
  • [8] Twenty years of functional near-infrared spectroscopy: introduction for the special issue
    Boas, David A.
    Elwell, Clare E.
    Ferrari, Marco
    Taga, Gentaro
    [J]. NEUROIMAGE, 2014, 85 : 1 - 5
  • [9] A portable near infrared spectroscopy system for bedside monitoring of newborn brain
    Bozkurt, Alper
    Rosen, Arye
    Rosen, Harel
    Onaral, Banu
    [J]. BIOMEDICAL ENGINEERING ONLINE, 2005, 4 (1)
  • [10] Functional near-infrared spectroscopy - An emerging neuroimaging modality
    Bunce, Scott C.
    Izzetoglu, Meltem
    Izzetoglu, Kurtulus
    Onaral, Banu
    Pourrezaei, Kambiz
    [J]. IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2006, 25 (04): : 54 - 62