메뉴 건너뛰기




Volumn 7, Issue NOV, 2016, Pages

Decomposition of near-infrared spectroscopy signals using oblique subspace projections: Applications in brain hemodynamic monitoring

Author keywords

Biomedical signal processing; Brain hemodynamics; NIRS; Oblique subspace projections; Tikhonov regularization

Indexed keywords

ARTERIAL OXYGEN SATURATION; BRAIN BLOOD FLOW; BRAIN TISSUE; CHILD; CLINICAL ARTICLE; CLINICAL PRACTICE; CONTROLLED STUDY; DECOMPOSITION; EXTRACORPOREAL OXYGENATION; HEMODYNAMIC MONITORING; HUMAN; INFANT; LINEAR REGRESSION ANALYSIS; NEAR INFRARED SPECTROSCOPY; PHYSIOLOGICAL PROCESS; PRESCHOOL CHILD; SIGNAL PROCESSING; TISSUE OXYGENATION;

EID: 85006280129     PISSN: None     EISSN: 1664042X     Source Type: Journal    
DOI: 10.3389/fphys.2016.00515     Document Type: Article
Times cited : (11)

References (34)
  • 2
    • 84864335589 scopus 로고    scopus 로고
    • Detection of event-related hemodynamic response to neuroactivation by dynamic modeling of brain activity
    • Aqil, M., Hong, K.-S., Jeong, M.-Y., and Ge, S. S. (2012). Detection of event-related hemodynamic response to neuroactivation by dynamic modeling of brain activity. Neuroimage 63, 553-568. doi: 10.1016/j.neuroimage.2012.07.006
    • (2012) Neuroimage , vol.63 , pp. 553-568
    • Aqil, M.1    Hong, K.-S.2    Jeong, M.-Y.3    Ge, S.S.4
  • 3
    • 0028447705 scopus 로고
    • Signal processing applications of oblique projection operators
    • Behrens, R. T., and Scharf, L. L. (1994). Signal processing applications of oblique projection operators. IEEE Trans. Sig. Process. 42, 1413-1424. doi: 10.1109/78.286957
    • (1994) IEEE Trans. Sig. Process , vol.42 , pp. 1413-1424
    • Behrens, R.T.1    Scharf, L.L.2
  • 4
    • 79955818571 scopus 로고    scopus 로고
    • Cerebral tissue oxygenation and regional oxygen saturation can be used to study cerebral autoregulation in prematurely born infants
    • Caicedo, A., De Smet, D., Naulaers, G., Ameye, L., Vanderhaegen, J., Lemmers, P., et al. (2011). Cerebral tissue oxygenation and regional oxygen saturation can be used to study cerebral autoregulation in prematurely born infants. Pediatr. Res. 69, 548-553. doi: 10.1203/PDR.0b013e3182176d85
    • (2011) Pediatr. Res , vol.69 , pp. 548-553
    • Caicedo, A.1    De Smet, D.2    Naulaers, G.3    Ameye, L.4    Vanderhaegen, J.5    Lemmers, P.6
  • 6
    • 84856286131 scopus 로고    scopus 로고
    • Assessment of the myogenic and metabolic mechanism influence in cerebral autoregulation using near-infrared spectroscopy
    • Caicedo, A., Naulaers, G., Wolf, M., Lemmers, P., Bel, F., Ameye, L., et al. (2012). Assessment of the myogenic and metabolic mechanism influence in cerebral autoregulation using near-infrared spectroscopy. Adv. Exp. Med. Biol. 737, 37-44. doi: 10.1007/978-1-4614-1566-4_6
    • (2012) Adv. Exp. Med. Biol , vol.737 , pp. 37-44
    • Caicedo, A.1    Naulaers, G.2    Wolf, M.3    Lemmers, P.4    Bel, F.5    Ameye, L.6
  • 7
    • 84867543905 scopus 로고    scopus 로고
    • Canonical correlation analysis in the study of cerebral and peripheral haemodynamics interrelations with systemic variables in neonates supported on ECMO
    • Caicedo, A., Papademetriou, M. D., Elwell, C. E., Hoskote, A., Elliott, M. J., Van Huffel, S., et al. (2013b). Canonical correlation analysis in the study of cerebral and peripheral haemodynamics interrelations with systemic variables in neonates supported on ECMO. Adv. Exp. Med. Biol. 765, 23-29. doi: 10.1007/978-1-4614-4989-8_4
    • (2013) Adv. Exp. Med. Biol , vol.765 , pp. 23-29
    • Caicedo, A.1    Papademetriou, M.D.2    Elwell, C.E.3    Hoskote, A.4    Elliott, M.J.5    Van Huffel, S.6
  • 8
    • 84905902010 scopus 로고    scopus 로고
    • Effect of maternal use of labetalol on the cerebral autoregulation in premature infants
    • Caicedo, A., Thewissen, L., Naulaers, G., Lemmers, P., Van Bel, F., and Van Huffel, S. (2014). Effect of maternal use of labetalol on the cerebral autoregulation in premature infants. Adv. Exp. Med. Biol. 812, 173-179. doi: 10.1007/978-1-4939-0620-8_23
    • (2014) Adv. Exp. Med. Biol , vol.812 , pp. 173-179
    • Caicedo, A.1    Thewissen, L.2    Naulaers, G.3    Lemmers, P.4    Van Bel, F.5    Van Huffel, S.6
  • 10
    • 34247148476 scopus 로고    scopus 로고
    • Source separation using single channel ICA
    • Davies, M. E., and James, C. J. (2007). Source separation using single channel ICA. Signal Process. 87, 1819-1832. doi: 10.1016/j.sigpro.2007.01.011
    • (2007) Signal Process , vol.87 , pp. 1819-1832
    • Davies, M.E.1    James, C.J.2
  • 11
    • 79961039100 scopus 로고    scopus 로고
    • Information-based detection of nonlinear granger causality in multivariate processes via a nonuniform embedding technique
    • Faes, L., Nollo, G., and Porta, A. (2011). Information-based detection of nonlinear granger causality in multivariate processes via a nonuniform embedding technique. Phys. Rev. 83:051112. doi: 10.1103/physreve.83.051112
    • (2011) Phys. Rev , vol.83
    • Faes, L.1    Nollo, G.2    Porta, A.3
  • 12
    • 0033233447 scopus 로고    scopus 로고
    • Tikhonov regularization and total least squares
    • Golub, G. H., Hansen, P. C., and O'Leary, D. P. (1999). Tikhonov regularization and total least squares. SIAM J. Matrix Anal. Appl. 21, 185-194. doi: 10.1137/S0895479897326432
    • (1999) SIAM J. Matrix Anal. Appl , vol.21 , pp. 185-194
    • Golub, G.H.1    Hansen, P.C.2    O'Leary, D.P.3
  • 13
    • 84977939785 scopus 로고    scopus 로고
    • Reduction of delay in detecting initial dips from functional near-infrared spectroscopy signals using vector-based phase analysis
    • Hong, K.-S., and Naseer, N. (2016). Reduction of delay in detecting initial dips from functional near-infrared spectroscopy signals using vector-based phase analysis. Int. J. Neural Syst. 26:1650012. doi: 10.1142/S012906571650012X
    • (2016) Int. J. Neural Syst , vol.26
    • Hong, K.-S.1    Naseer, N.2
  • 14
    • 84884373000 scopus 로고    scopus 로고
    • Linear parameter-varying model and adaptive filtering technique for detecting neuronal activities: an fnirs study
    • Kamran, M. A., and Hong, K.-S. (2013). Linear parameter-varying model and adaptive filtering technique for detecting neuronal activities: an fnirs study. J. Neural Eng. 10:056002. doi: 10.1088/1741-2560/10/5/056002
    • (2013) J. Neural Eng , vol.10
    • Kamran, M.A.1    Hong, K.-S.2
  • 15
    • 84906489093 scopus 로고    scopus 로고
    • Reduction of physiological effects in fnirs waveforms for efficient brain-state decoding
    • Kamran, M. A., and Hong, K.-S. (2014). Reduction of physiological effects in fnirs waveforms for efficient brain-state decoding. Neurosci. Lett. 580, 130-136. doi: 10.1016/j.neulet.2014.07.058
    • (2014) Neurosci. Lett , vol.580 , pp. 130-136
    • Kamran, M.A.1    Hong, K.-S.2
  • 17
    • 70449240950 scopus 로고
    • Cerebral blood flow and oxygen consumption in man
    • Lassen, N. A. (1959). Cerebral blood flow and oxygen consumption in man. Physiol. Rev. 39, 183-238
    • (1959) Physiol. Rev , vol.39 , pp. 183-238
    • Lassen, N.A.1
  • 18
    • 0028947171 scopus 로고
    • Cerebral oxygenation and hemodynamics during induction of extracorporeal membrane oxygenation as investigated by near infrared spectrophotometry
    • Liem, K., Hopman, J., Oeseburg, B., De Haan, A., Festen, C., and Kollée, L. (1995). Cerebral oxygenation and hemodynamics during induction of extracorporeal membrane oxygenation as investigated by near infrared spectrophotometry. Pediatrics 95, 555-561
    • (1995) Pediatrics , vol.95 , pp. 555-561
    • Liem, K.1    Hopman, J.2    Oeseburg, B.3    De Haan, A.4    Festen, C.5    Kollée, L.6
  • 20
    • 84933675161 scopus 로고    scopus 로고
    • fNIRS-based brain-computer interfaces: a review
    • Naseer, N., and Hong, K.-S. (2015). fNIRS-based brain-computer interfaces: a review. Front. Hum. Neurosci. 9:3. doi: 10.3389/fnhum.2015.00003
    • (2015) Front. Hum. Neurosci , vol.9 , pp. 3
    • Naseer, N.1    Hong, K.-S.2
  • 21
    • 0031880592 scopus 로고    scopus 로고
    • Assessment of cerebral pressure autoregulation in humans-a review of measurement methods
    • Panerai, R. B. (1998). Assessment of cerebral pressure autoregulation in humans-a review of measurement methods. Physiol. Meas. 19, 305. doi: 10.1088/0967-3334/19/3/001
    • (1998) Physiol. Meas , vol.19 , pp. 305
    • Panerai, R.B.1
  • 22
    • 38349126031 scopus 로고    scopus 로고
    • Multivariate system identification for cerebral autoregulation
    • Peng, T., Rowley, A. B., Ainslie, P. N., Poulin, M. J., and Payne, S. J. (2008). Multivariate system identification for cerebral autoregulation. Ann. Biomed. Eng. 36, 308-320. doi: 10.1007/s10439-007-9412-9
    • (2008) Ann. Biomed. Eng , vol.36 , pp. 308-320
    • Peng, T.1    Rowley, A.B.2    Ainslie, P.N.3    Poulin, M.J.4    Payne, S.J.5
  • 23
    • 84963706322 scopus 로고    scopus 로고
    • A new kernel-based approach to hybrid system identification
    • Pillonetto, G. (2016). A new kernel-based approach to hybrid system identification. Automatica 70, 21-31. doi: 10.1016/j.automatica.2016.03.011
    • (2016) Automatica , vol.70 , pp. 21-31
    • Pillonetto, G.1
  • 24
    • 84885658401 scopus 로고    scopus 로고
    • Noise reduction in functional near-infrared spectroscopy signals by independent component analysis
    • Santosa, H., Hong, M. J., Kim, S.-P., and Hong, K.-S. (2013). Noise reduction in functional near-infrared spectroscopy signals by independent component analysis. Rev. Sci. Instrum. 84, 073106. doi: 10.1063/1.4812785
    • (2013) Rev. Sci. Instrum , vol.84
    • Santosa, H.1    Hong, M.J.2    Kim, S.-P.3    Hong, K.-S.4
  • 25
    • 84863945448 scopus 로고    scopus 로고
    • Low-frequency spontaneous oscillations of cerebral hemodynamics investigated with near-infrared spectroscopy: a review
    • Sassaroli, A., Pierro, M., Bergethon, P. R., and Fantini, S. (2012). Low-frequency spontaneous oscillations of cerebral hemodynamics investigated with near-infrared spectroscopy: a review. IEEE J. Sel. Top. Quantum Electron. 18, 1478-1492. doi: 10.1109/JSTQE.2012.2183581
    • (2012) IEEE J. Sel. Top. Quantum Electron , vol.18 , pp. 1478-1492
    • Sassaroli, A.1    Pierro, M.2    Bergethon, P.R.3    Fantini, S.4
  • 26
    • 0022363775 scopus 로고
    • Multiple regression for physiological data analysis: the problem of multicollinearity
    • Slinker, B., and Glantz, S. (1985). Multiple regression for physiological data analysis: the problem of multicollinearity. Am. J. Physiol. 249, R1-R12
    • (1985) Am. J. Physiol , vol.249 , pp. R1-R12
    • Slinker, B.1    Glantz, S.2
  • 27
    • 34147113867 scopus 로고    scopus 로고
    • Fluctuating pressure-passivity is common in the cerebral circulation of sick premature infants
    • Soul, J. S., Hammer, P. E., Tsuji, M., Saul, J. P., Bassan, H., Limperopoulos, C., et al. (2007). Fluctuating pressure-passivity is common in the cerebral circulation of sick premature infants. Pediatr. Res. 61, 467-473. doi: 10.1203/pdr.0b013e31803237f6
    • (2007) Pediatr. Res , vol.61 , pp. 467-473
    • Soul, J.S.1    Hammer, P.E.2    Tsuji, M.3    Saul, J.P.4    Bassan, H.5    Limperopoulos, C.6
  • 29
    • 0033339492 scopus 로고    scopus 로고
    • "Tissue oxygenation monitor using NIR spatially resolved spectroscopy,"
    • (San Jose, CA: International Society for Optics and Photonics)
    • Suzuki, S., Takasaki, S., Ozaki, T., and Kobayashi, Y. (1999). "Tissue oxygenation monitor using NIR spatially resolved spectroscopy," in BiOS'99 International Biomedical Optics Symposium (San Jose, CA: International Society for Optics and Photonics), 582-592
    • (1999) BiOS'99 International Biomedical Optics Symposium , pp. 582-592
    • Suzuki, S.1    Takasaki, S.2    Ozaki, T.3    Kobayashi, Y.4
  • 30
    • 0032686947 scopus 로고    scopus 로고
    • An oblique subspace projection approach for mixed pixel classification in hyperspectral images
    • Tu, T.-M., Shyu, H.-C., Lee, C.-H., and Chang, C.-I. (1999). An oblique subspace projection approach for mixed pixel classification in hyperspectral images. Pattern Recognit. 32, 1399-1408. doi: 10.1016/S0031-3203(98)00165-4
    • (1999) Pattern Recognit , vol.32 , pp. 1399-1408
    • Tu, T.-M.1    Shyu, H.-C.2    Lee, C.-H.3    Chang, C.-I.4
  • 31
    • 0028330583 scopus 로고
    • N4sid: Subspace algorithms for the identification of combined deterministic-stochastic systems
    • Van Overschee, P., and De Moor, B. (1994). N4sid: Subspace algorithms for the identification of combined deterministic-stochastic systems. Automatica 30, 75-93. doi: 10.1016/0005-1098(94)90230-5
    • (1994) Automatica , vol.30 , pp. 75-93
    • Van Overschee, P.1    De Moor, B.2
  • 32
    • 84938073946 scopus 로고    scopus 로고
    • A novel algorithm for the automatic detection of sleep apnea from single-lead ECG
    • Varon, C., Caicedo, A., Testelmans, D., Buyse, B., and Huffel, S. V. (2015). A novel algorithm for the automatic detection of sleep apnea from single-lead ECG. IEEE Trans. Biomed. Eng. 62, 2269-2278. doi: 10.1109/TBME.2015.2422378
    • (2015) IEEE Trans. Biomed. Eng , vol.62 , pp. 2269-2278
    • Varon, C.1    Caicedo, A.2    Testelmans, D.3    Buyse, B.4    Huffel, S.V.5
  • 33
    • 40949132587 scopus 로고    scopus 로고
    • Impaired autoregulation in preterm infants identified by using spatially resolved spectroscopy
    • Wong, F. Y., Leung, T. S., Austin, T., Wilkinson, M., Meek, J. H., Wyatt, J. S., et al. (2008). Impaired autoregulation in preterm infants identified by using spatially resolved spectroscopy. Pediatrics 121, e604-e611. doi: 10.1542/peds.2007-1487
    • (2008) Pediatrics , vol.121 , pp. e604-e611
    • Wong, F.Y.1    Leung, T.S.2    Austin, T.3    Wilkinson, M.4    Meek, J.H.5    Wyatt, J.S.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.