Using Fiberless, Wearable fNIRS to Monitor Brain Activity in Real-world Cognitive Tasks
Open accessAbstract
Functional Near Infrared Spectroscopy (fNIRS) is a neuroimaging technique that uses near-infrared light to monitor brain activity. Based on neurovascular coupling, fNIRS is able to measure the haemoglobin concentration changes secondary to neuronal activity. Compared to other neuroimaging techniques, fNIRS represents a good compromise in terms of spatial and temporal resolution. Moreover, it is portable, lightweight, less sensitive to motion artifacts and does not impose significant physical restraints. It is therefore appropriate to monitor a wide range of cognitive tasks (e.g., auditory, gait analysis, social interaction) and different age populations (e.g., new-borns, adults, elderly people). The recent development of fiberless fNIRS devices has opened the way to new applications in neuroscience research. This represents a unique opportunity to study functional activity during real-world tests, which can be more sensitive and accurate in assessing cognitive function and dysfunction than lab-based tests. This study explored the use of fiberless fNIRS to monitor brain activity during a real-world prospective memory task. This protocol is performed outside the lab and brain haemoglobin concentration changes are continuously measured over the prefrontal cortex while the subject walks around in order to accomplish several different tasks.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
fNIRS is particularly suitable for ecologically valid investigations of brain function within social environments because of its robustness to movement, portability, and wireless instrumentation.
“what makes it particularly suitable for ecologically valid investigations of brain function within social environments is its superior robustness to movements with respect to other neuroimaging modalities, portability, and the availability of wireless instrumentation”
From Exploring Theater Neuroscience: Using Wearable Functional Near-infrared Spectroscopy to Measure the Sense of Self and Interpersonal Coordination in Professional Actors (2022) · cites this paper as Pinti, Aichelburg, et al., 2015
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Statistical parametric maps in functional imaging: A general linear approach
Friston, K. J., Holmes, A. P., Worsley, K. J., Poline, J. ‐., Frith, C. D., & Frackowiak, R. S. J. (1994) · Human Brain Mapping · doi:10.1002/hbm.460020402 · Cited by 9,688 · see citing works
The ten-twenty electrode system of the international federation
Jasper, H. H. (1958) · Electroencephalography and Clinical Neurophysiology · Cited by 6,567 · see citing works
Application of the cross wavelet transform and wavelet coherence to geophysical time series
Grinsted, A., Moore, J. C., & Jevrejeva, S. (2004) · Nonlinear Processes in Geophysics · doi:10.5194/npg-11-561-2004 · Cited by 6,285 · see citing works
Klem, G. H., Lüders, H. O., Jasper, H. H., & Elger, C. E. (1999) · PubMed · Cited by 2,361 · see citing works
Ferrari, M., & Quaresima, V. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.03.049 · Cited by 2,274 · see citing works
Scholkmann, F., Kleiser, S., Metz, A. J., Zimmermann, R., Pavia, J. M., Wolf, U., & Wolf, M. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.05.004 · Cited by 2,018 · see citing works
DEFICITS IN STRATEGY APPLICATION FOLLOWING FRONTAL LOBE DAMAGE IN MAN
SHALLICE, T., & BURGESS, P. W. (1991) · Brain · doi:10.1093/brain/114.2.727 · Cited by 2,017 · see citing works
Self-citationExecutive Function and the Frontal Lobes: A Meta-Analytic Review
Alvarez, J. A., & Emory, E. (2006) · Neuropsychology Review · doi:10.1007/s11065-006-9002-x · Cited by 1,981 · see citing works
The elusive nature of executive functions: a review of our current understanding.
Jurado, M. B., & Rosselli, M. (2007) · Neuropsychology Review · doi:10.1007/s11065-007-9040-z · Cited by 1,684 · see citing works
Okamoto, M., Dan, H., Sakamoto, K., Takeo, K., Shimizu, K., Kohno, S., Oda, I., Isobe, S., Suzuki, T., Kohyama, K., et al. (2003) · NeuroImage · doi:10.1016/j.neuroimage.2003.08.026 · Cited by 1,320 · see citing works
The ecological validity of tests of executive function
BURGESS, P. W., ALDERMAN, N., EVANS, J., EMSLIE, H., & WILSON, B. A. (1998) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617798466037 · Cited by 932 · see citing works
Self-citationLloyd‐Fox, S., Blasi, A., & Elwell, C. E. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.07.008 · Cited by 864 · see citing works
A temporal comparison of BOLD, ASL, and NIRS hemodynamic responses to motor stimuli in adult humans
Huppert, T. J., Hoge, R. D., Diamond, S. G., Franceschini, M. A., & Boas, D. A. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.08.065 · Cited by 846 · see citing works
Cui, X., Bray, S., & Reiss, A. L. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.11.050 · Cited by 812 · see citing works
Cui, X., Bryant, D. M., & Reiss, A. L. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.09.003 · Cited by 807 · see citing works
Spatial registration of multichannel multi-subject fNIRS data to MNI space without MRI
Singh, A., Okamoto, M., Dan, H., Jurcak, V., & Dan, I. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.05.019 · Cited by 705 · see citing works
Wavelet-based motion artifact removal for functional near-infrared spectroscopy
Molavi, B., & Dumont, G. A. (2012) · Physiological Measurement · doi:10.1088/0967-3334/33/2/259 · Cited by 625 · see citing works
Koessler, L., Maillard, L. G., Benhadid, A., Vignal, J., Felblinger, J., Vespignani, H., & Braun, M. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.02.006 · Cited by 586 · see citing works
Brain regions involved in prospective memory as determined by positron emission tomography
Burgess, P. W., Quayle, A., & Frith, C. D. (2001) · Neuropsychologia · doi:10.1016/s0028-3932(00)00149-4 · Cited by 575 · see citing works
Self-citationSocial neuroscience and hyperscanning techniques: past, present and future.
Babiloni, F., & Astolfi, L. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.07.006 · Cited by 573 · see citing works
Brigadoi, S., Ceccherini, L., Cutini, S., Scarpa, F., Scatturin, P., Selb, J. J., Gagnon, L., Boas, D. A., & Cooper, R. J. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.04.082 · Cited by 567 · see citing works
Functional near‐infrared optical imaging: Utility and limitations in human brain mapping
Hoshi, Y. (2003) · Psychophysiology · doi:10.1111/1469-8986.00053 · Cited by 538 · see citing works
A wearable multi-channel fNIRS system for brain imaging in freely moving subjects
Piper, S. K., Krüger, A., Koch, S., Mehnert, J., Habermehl, C., Steinbrink, J. M., Obrig, H., & Schmitz, C. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.06.062 · Cited by 469 · see citing works
Burgess, P. W., Scott, S. K., & Frith, C. D. (2003) · Neuropsychologia · doi:10.1016/s0028-3932(02)00327-5 · Cited by 415 · see citing works
Self-citationDynamic multichannel near-infrared optical imaging of human brain activity
Hoshi, Y., & Tamura, M. (1993) · Journal of Applied Physiology · doi:10.1152/jappl.1993.75.4.1842 · Cited by 353 · see citing works
Ayaz, H., Onaral, B., İzzetoğlu, K., Shewokis, P. A., McKendrick, R. D., & Parasuraman, R. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00871 · Cited by 286 · see citing works
Functional neuroimaging studies of prospective memory: What have we learnt so far?
Burgess, P. W., Gonen-Yaacovi, G., & Emmanuelle Volle, C. (2011) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2011.02.014 · Cited by 285 · see citing works
Self-citationAutonomic Nervous System Interaction With the Cardiovascular System During Exercise
Freeman, J. V., Dewey, F. E., Hadley, D., MYERS, J. N., & Froelicher, V. F. (2006) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2005.11.003 · Cited by 272 · see citing works
Near-infrared spectroscopy: does it function in functional activation studies of the adult brain?
Obrig, H., Wenzel, R., Kohl‐Bareis, M., Horst, S., Wobst, P., Steinbrink, J. M., Thomas, F., & Villringer, A. (2000) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(99)00048-3 · Cited by 264 · see citing works
Automated cortical projection of head-surface locations for transcranial functional brain mapping
Okamoto, M., & Dan, I. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.01.018 · Cited by 243 · see citing works
Wireless miniaturized in-vivo near infrared imaging
Muehlemann, T., Haensse, D., & Wolf, M. (2008) · Optics Express · doi:10.1364/oe.16.010323 · Cited by 162 · see citing works
Scholkmann, F., Holper, L., Wolf, U., & Wolf, M. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00813 · Cited by 144 · see citing works
McKendrick, R. D., Parasuraman, R., & Ayaz, H. (2015) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2015.00027 · Cited by 143 · see citing works
Kirlilna, E., Yu, N. H., Jelzow, A., Wabnitz, H., Jacobs, A. M., & Tachtsidis, I. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00864 · Cited by 138 · see citing works
Self-citationScholkmann, F., Gerber, U. R., Wolf, M., & Wolf, U. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.10.025 · Cited by 122 · see citing works
Distinct regions of medial rostral prefrontal cortex supporting social and nonsocial functions
Gilbert, S. J., Williamson, I. D. M., Dumontheil, I., Simons, J. S., Frith, C. D., & Burgess, P. W. (2007) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsm014 · Cited by 112 · see citing works
Self-citationMesulam's frontal lobe mystery re-examined
Burgess, P. W., Alderman, N., Emmanuelle Volle, C., Benoit, R. G., & Gilbert, S. J. (2009) · Restorative Neurology and Neuroscience · doi:10.3233/rnn-2009-0511 · Cited by 110 · see citing works
Self-citationWearable EEG: what is it, why is it needed and what does it entail?
Casson, A. J., Smith, S. J. M., Duncan, J. S., & Rodriguez–Villegas, E. (2008) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2008.4650549 · Cited by 87 · see citing works
Development of wearable optical topography system for mapping the prefrontal cortex activation
Atsumori, H., Kiguchi, M., Obata, A. N., Sato, H. R., Katura, T., Funane, T., & Maki, A. (2009) · Review of Scientific Instruments · doi:10.1063/1.3115207 · Cited by 82 · see citing works
Toward a fully integrated wireless wearable EEG-NIRS bimodal acquisition system
Safaie, J., Grebe, R., Moghaddam, H. A., & Wallois, F. (2013) · Journal of Neural Engineering · doi:10.1088/1741-2560/10/5/056001 · Cited by 77 · see citing works
Study of an algorithm based on model experiments and diffusion theory for a portable tissue oximeter
Shiga, T., Yamamoto, K., TANABE, K., Nakase, Y., & Chance, B. (1997) · Journal of Biomedical Optics · doi:10.1117/12.268963 · Cited by 76 · see citing works
Gilbert, S. J., Zamenopoulos, T., Alexiou, K., & Johnson, J. (2009) · Brain Research · doi:10.1016/j.brainres.2009.11.045 · Cited by 74 · see citing works
Self-citationTisdall, M. M., Taylor, C., Tachtsidis, I., Leung, T. S., Elwell, C. E., & Smith, M. (2009) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e3181aedcdc · Cited by 69 · see citing works
Self-citationFalse Positives In Functional Nearinfrared Topography
Tachtsidis, I., Leung, T. S., Chopra, A., Koh, P. H., Reid, C. B., & Elwell, C. E. (2008) · Advances in experimental medicine and biology · doi:10.1007/978-0-387-85998-9_46 · Cited by 68 · see citing works
Self-citationTachtsidis, I., Leung, T. S., Devoto, L., Delpy, D. T., & Elwell, C. E. (2008) · Advances in experimental medicine and biology · doi:10.1007/978-0-387-74911-2_44 · Cited by 52 · see citing works
Self-citationDevelopment of wireless NIRS system with dynamic removal of motion artifacts
Kim, C.-K., Lee, S., Koh, D., & Kim, B.-M. (2011) · Biomedical Engineering Letters · doi:10.1007/s13534-011-0042-7 · Cited by 47 · see citing works
(2004) · Cited by 43 · see citing works
Tachtsidis, I., Koh, P. H., Stubbs, C., & Elwell, C. E. (2009) · Advances in experimental medicine and biology · doi:10.1007/978-1-4419-1241-1_34 · Cited by 33 · see citing works
Self-citationProspective Memory: The Future for Future Intentions
Gonen-Yaacovi, G., & Burgess, P. W. (2012) · Psychologica Belgica · doi:10.5334/pb-52-2-3-172 · Cited by 22 · see citing works
Self-citationPortable single-channel NIRS-based BMI system for motor disabilities' communication tools
Sagara, K., Kido, K., & Ozawa, K. (2009) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2009.5333071 · Cited by 19 · see citing works
Flagged first, then by citations
1 of the 51 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Pinti, P., Tachtsidis, I., Hamilton, A. F. D. C., Joy Hirsch, C., Aichelburg, C., Gilbert, S. J., & Burgess, P. W. (2018) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.13948 · Cited by 1,369 · see citing works
Self-citationPinti, P., Scholkmann, F., Hamilton, A., Burgess, P., & Tachtsidis, I. (2019) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00505 · Cited by 464 · see citing works
Self-citationQuaresima, V., & Ferrari, M. (2016) · Organizational Research Methods · doi:10.1177/1094428116658959 · Cited by 423 · see citing works
Morais, G. A. Z., Balardin, J. B., & Sato, J. R. (2018) · Scientific Reports · doi:10.1038/s41598-018-21716-z · Cited by 380 · see citing works
A Review on the Use of Wearable Functional Near‐Infrared Spectroscopy in Naturalistic Environments
Pinti, P., Aichelburg, C., Gilbert, S. J., Hamilton, A. F. D. C., Hirsch, J., Burgess, P. W., & Tachtsidis, I. (2018) · Japanese Psychological Research · doi:10.1111/jpr.12206 · Cited by 330 · see citing works
Self-citationHerold, F., Wiegel, P., Scholkmann, F., Thiers, A., Hamacher, D., & Schega, L. (2017) · Neurophotonics · doi:10.1117/1.nph.4.4.041403 · Cited by 315 · see citing works
Hirsch, J., Zhang, X., Noah, J. A., & Ono, Y. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.06.018 · Cited by 236 · see citing works
Effects of moderate thermal environments on cognitive performance: A multidisciplinary review
Zhang, F., de Dear, R., & Hancock, P. A. (2018) · Applied Energy · doi:10.1016/j.apenergy.2018.12.005 · Cited by 221 · see citing works
Cherubino, P., Martinez-Levy, A. C., Caratù, M., Cartocci, G., di Flumeri, G., Modica, E., Rossi, D., Mancini, M., & Trettel, A. (2019) · Computational Intelligence and Neuroscience · doi:10.1155/2019/1976847 · Cited by 182 · see citing works
Imaging Brain Function with Functional Near-Infrared Spectroscopy in Unconstrained Environments
Balardin, J. B., Morais, G. A. Z., Furucho, R. A., Trambaiolli, L. R., Vanzella, P., Biazoli, C. E., & Sato, J. R. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00258 · Cited by 178 · see citing works
fNIRS response during walking — Artefact or cortical activity? A systematic review
Vitório, R. R., Stuart, S., Rochester, L., Alcock, L., & Pantall, A. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.10.002 · Cited by 176 · see citing works
Pollonini, L., Bortfeld, H., & Oghalai, J. S. (2016) · Biomedical Optics Express · doi:10.1364/boe.7.005104 · Cited by 161 · see citing works
Broadbent, D. P., D’Innocenzo, G., Ellmers, T. J., Parsler, J., Szameitat, A. J., & Bishop, D. T. (2022) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2022.11.013 · Cited by 151 · see citing works
Mobile EEG identifies the re-allocation of attention during real-world activity
Ladouce, S., Donaldson, D. I., Dudchenko, P. A., & Ietswaart, M. (2019) · Scientific Reports · doi:10.1038/s41598-019-51996-y · Cited by 141 · see citing works
McKendrick, R. D., Parasuraman, R., Murtza, R., Formwalt, A., Baccus, W., Paczynski, M., & Ayaz, H. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00216 · Cited by 141 · see citing works
Chiarelli, A. M., Zappasodi, F., Pompeo, F., & Merla, A. (2017) · Neurophotonics · doi:10.1117/1.nph.4.4.041411 · Cited by 131 · see citing works
Self-citationQuaresima, V., & Ferrari, M. (2019) · Photonics · doi:10.3390/photonics6030087 · Cited by 127 · see citing works
A cross-brain neural mechanism for human-to-human verbal communication
Hirsch, J., Adam Noah, J., Zhang, X., Dravida, S., & Ono, Y. (2018) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsy070 · Cited by 114 · see citing works
Meyerding, S. G. H., & Mehlhose, C. (2018) · Journal of Business Research · doi:10.1016/j.jbusres.2018.10.052 · Cited by 108 · see citing works
Pinti, P., Merla, A., Aichelburg, C., Lind, F., Power, S., Swingler, E., Hamilton, A. F. D. C., Gilbert, S. J., Burgess, P. W., & Tachtsidis, I. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.05.001 · Cited by 95 · see citing works
Self-citationOpportunities and Limitations of Mobile Neuroimaging Technologies in Educational Neuroscience
Janssen, T. W. P., Grammer, J. K., Bleichner, M. G., Bulgarelli, C., Davidesco, I., Dikker, S., Jasińska, K. K., Šiugždaitė, R., Vassena, E., Vatakis, A., et al. (2021) · Mind Brain and Education · doi:10.1111/mbe.12302 · Cited by 86 · see citing works
Fifty Years of Prefrontal Cortex Research: Impact on Assessment
Burgess, P., & Stuss, D. (2017) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617717000704 · Cited by 69 · see citing works
Self-citationWyser, D., Lambercy, O., Scholkmann, F., Wolf, M., & Gassert, R. (2017) · Neurophotonics · doi:10.1117/1.nph.4.4.041413 · Cited by 76 · see citing works
Sun, P.-P., Tan, F.-L., Zong, Z., Jiang, Y., Zhao, Y., & Zhu, C.-Z. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00086 · Cited by 74 · see citing works
Vassena, E., Gerrits, R., Demanet, J., Verguts, T., & Šiugždaitė, R. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.04.033 · Cited by 70 · see citing works
NIRS measures in pain and analgesia: Fundamentals, features, and function
Karunakaran, K. D., Peng, K., Berry, D., Green, S. A., Labadie, R. F., Kussman, B. D., & Borsook, D. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.10.023 · Cited by 69 · see citing works
fNIRS-EEG BCIs for Motor Rehabilitation: A Review
Chen, J., Xia, Y., Zhou, X., Vidal-Rosas, E. E., Thomas, A., Loureiro, R. C. V., Cooper, R. J., Carlson, T., & Zhao, H. (2023) · Bioengineering · doi:10.3390/bioengineering10121393 · Cited by 66 · see citing works
Dragojević, T., Hollmann, J. L., Tamborini, D., Portaluppi, D., Buttafava, M., Culver, J. P., Villa, F., & Durduran, T. (2017) · Biomedical Optics Express · doi:10.1364/boe.9.000322 · Cited by 64 · see citing works
Bulgarelli, C., de Klerk, C. C. J. M., Richards, J. E., Southgate, V., Hamilton, A. F. D. C., & Blasi, A. (2020) · Human Brain Mapping · doi:10.1002/hbm.24974 · Cited by 61 · see citing works
Self-citationInterpersonal agreement and disagreement during face-to-face dialogue: An fNIRS investigation
Hirsch, J., Tiede, M., Zhang, X., Noah, J. A., Salama-Manteau, A., & Biriotti, M. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.606397 · Cited by 60 · see citing works
Huang, R., Hong, K., Yang, D., & Huang, G. (2022) · Frontiers in Neuroscience · doi:10.3389/fnins.2022.878750 · Cited by 62 · see citing works
Rosas-Romero, R., Guevara, E., Peng, K., Nguyen, D. K., Lesage, F., Pouliot, P., & Lima-Saad, W.-E. (2019) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2019.103355 · Cited by 57 · see citing works
Wijayasiri, P., Hartley, D. E. H., & Wiggins, I. M. (2017) · Hearing Research · doi:10.1016/j.heares.2017.05.010 · Cited by 53 · see citing works
Chiarelli, A. M., Perpetuini, D., Croce, P., Filippini, C., Cardone, D., Rotunno, L., Anzoletti, N., Zito, M., Zappasodi, F., & Merla, A. (2021) · Biomedicines · doi:10.3390/biomedicines9040337 · Cited by 52 · see citing works
Self-citationDoherty, E. J., Spencer, C. A., Burnison, J. D., Čeko, M., Chin, J., Eloy, L., Haring, K. S., Kim, P., Pittman, D. J., Powers, S. E., et al. (2023) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2023.1059679 · Cited by 47 · see citing works
Noah, J. A., Zhang, X., Dravida, S., DiCocco, C., Suzuki, T., Aslin, R. Ν., Tachtsidis, I., & Joy Hirsch, C. (2021) · Neurophotonics · doi:10.1117/1.nph.8.1.015004 · Cited by 48 · see citing works
Self-citationVidal-Rosas, E. E., Zhao, H., Nixon-Hill, R. W., Smith, G., Dunne, L., Powell, S., Cooper, R. J., & Everdell, N. L. (2021) · Neurophotonics · doi:10.1117/1.nph.8.2.025002 · Cited by 46 · see citing works
Zhao, Q., Ye, Z., Deng, Y., Chen, J., Chen, J., Liu, D., Ye, X., & Cheng, H. (2024) · Comprehensive Reviews in Food Science and Food Safety · doi:10.1111/1541-4337.13327 · Cited by 45 · see citing works
Bulgarelli, C., Blasi, A., Arridge, S., Powell, S., de Klerk, C. C. J. M., Southgate, V., Brigadoi, S., Penny, W. D., Tak, S., & Hamilton, A. F. D. C. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.04.022 · Cited by 43 · see citing works
Self-citationBortfeld, H. (2018) · Developmental Psychobiology · doi:10.1002/dev.21818 · Cited by 43 · see citing works
Ecological brain: reframing the study of human behaviour and cognition
Vigliocco, G., Convertino, L., Felice, S. D., Gregorians, L., Kewenig, V. N., Mueller, M. A. E., Veselič, S., Musolesi, M., Hudson‐Smith, A., Tyler, N., et al. (2024) · Royal Society Open Science · doi:10.1098/rsos.240762 · Cited by 55 · see citing works
Chiarelli, A. M., Perpetuini, D., Croce, P., Greco, G., Mistretta, L., Rizzo, R., Vinciguerra, V., Romeo, M. F., Zappasodi, F., Merla, A., et al. (2020) · Sensors · doi:10.3390/s20102831 · Cited by 39 · see citing works
Self-citationThe role of anterior prefrontal cortex (area 10) in face-to-face deception measured with fNIRS
Pinti, P., Devoto, A., Greenhalgh, I., Tachtsidis, I., Burgess, P. W., & Hamilton, A. F. D. C. (2020) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsaa086 · Cited by 40 · see citing works
Self-citationBurgess, P. W., Crum, J. E., II, Pinti, P., Aichelburg, C., Oliver, D., Lind, F., Power, S., Swingler, E., Hakim, U., Merla, A., et al. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119392 · Cited by 39 · see citing works
Self-citationHu, M., Shealy, T., & Milovanovic, J. (2021) · Design Science · doi:10.1017/dsj.2021.3 · Cited by 35 · see citing works
Teng, F., Cormier, T., Sauer-Budge, A. F., Chaudhury, R., Pera, V., Istfan, R., Chargin, D. A., Brookfield, S., Ko, N. Y., & Roblyer, D. M. (2017) · Journal of Biomedical Optics · doi:10.1117/1.jbo.22.1.014001 · Cited by 33 · see citing works
Mogilever, N. B., Zuccarelli, L., Burles, F., Iaria, G., Strapazzon, G., Bessone, L., & Coffey, E. B. J. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00407 · Cited by 30 · see citing works
Greaves, D. A., Pinti, P., Din, S., Hickson, R., Diao, M., Lange, C., Khurana, P., Hunter, K., Tachtsidis, I., & Hamilton, A. F. D. C. (2022) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01912 · Cited by 29 · see citing works
Self-citationArredondo, M. M. (2021) · Cultural Diversity & Ethnic Minority Psychology · doi:10.1037/cdp0000469 · Cited by 29 · see citing works
Hu, X., Nascimento, T. D., & DaSilva, A. F. M. (2021) · Pain · doi:10.1097/j.pain.0000000000002293 · Cited by 27 · see citing works
iVR-fNIRS: studying brain functions in a fully immersive virtual environment
Peng, K., Moussavi, Z., Karunakaran, K. D., Borsook, D., Lesage, F., & Nguyen, D. K. (2024) · Neurophotonics · doi:10.1117/1.nph.11.2.020601 · Cited by 28 · see citing works
Chiarelli, A. M., Libertino, S., Zappasodi, F., Mazzillo, M. C., Pompeo, F., Merla, A., Lombardo, S. A., & Fallica, G. (2017) · Neurophotonics · doi:10.1117/1.nph.4.3.035002 · Cited by 26 · see citing works
Self-citationMontero-Hernandez, S. A., Orihuela‐Espina, F., Sucar, L. E., Pinti, P., Hamilton, A. F. D. C., Burgess, P. W., & Tachtsidis, I. (2018) · Algorithms · doi:10.3390/a11050070 · Cited by 25 · see citing works
Self-citationIdentification of ∆9-tetrahydrocannabinol (THC) impairment using functional brain imaging
Gilman, J. M., Schmitt, W. A., Potter, K., Kendzior, B., Pachas, G. N., Hickey, S., Makary, M. M., Huestis, M. A., & Evins, A. E. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-021-01259-0 · Cited by 25 · see citing works
Recognition of Attentional States in VR Environment: An fNIRS Study
Zapała, D., Augustynowicz, P., & Tokovarov, M. (2022) · Sensors · doi:10.3390/s22093133 · Cited by 24 · see citing works
Mobile fNIRS for exploring inter-brain synchrony across generations and time
Moffat, R., Casale, C. E., & Cross, E. S. (2024) · Frontiers in Neuroergonomics · doi:10.3389/fnrgo.2023.1260738 · Cited by 23 · see citing works
Real-World fNIRS Brain Activity Measurements during Ashtanga Vinyasa Yoga
Dybvik, H., & Steinert, M. (2021) · Brain Sciences · doi:10.3390/brainsci11060742 · Cited by 22 · see citing works
The effect of interbrain synchronization in gesture observation: A fNIRS study
Fronda, G., & Balconi, M. (2020) · Brain and Behavior · doi:10.1002/brb3.1663 · Cited by 23 · see citing works
Understanding Mental Health and Cognitive Restructuring With Ecological Neuroscience
Crum, J. E., II (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.697095 · Cited by 20 · see citing works
Park, J. Y., Zhong, X., Dong, Y., Barwise, A. K., & Pickering, B. W. (2022) · BMC Anesthesiology · doi:10.1186/s12871-021-01548-7 · Cited by 20 · see citing works
Optics Based Label-Free Techniques and Applications in Brain Monitoring
Karthikeyan, P., Moradi, S., Ferdinando, H., Zhao, Z., & Myllylä, T. (2020) · Applied Sciences · doi:10.3390/app10062196 · Cited by 20 · see citing works
Yanagi, M., Hosomi, F., Kawakubo, Y., Tsuchiya, A., Ozaki, S., & Shirakawa, O. (2020) · Scientific Reports · doi:10.1038/s41598-020-66560-2 · Cited by 20 · see citing works
Bimodal EEG-fNIRS in Neuroergonomics. Current Evidence and Prospects for Future Research
Bourguignon, N. J., Bue, S. L., Guerrero-Mosquera, C., & Borragán, G. (2022) · Frontiers in Neuroergonomics · doi:10.3389/fnrgo.2022.934234 · Cited by 18 · see citing works
Li, F., Zhu, H., Xu, J., Gao, Q., Guo, H., Wu, S., Li, X., & He, S. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00071 · Cited by 19 · see citing works
Future Applications of Real-World Neuroimaging to Clinical Psychology
Crum, J. E., II (2020) · Psychological Reports · doi:10.1177/0033294120926669 · Cited by 18 · see citing works
Funane, T., Numata, T., Sato, H. R., Hiraizumi, S., Hasegawa, Y., Kuwabara, H., Hasegawa, K., & Kiguchi, M. (2017) · Neurophotonics · doi:10.1117/1.nph.5.1.011007 · Cited by 19 · see citing works
Zhong, J., Li, G., Lv, Z., Chen, J., Wang, C., Shao, A., Gong, Z., Wang, J., Liu, S., Luo, J., et al. (2025) · Bioengineering · doi:10.3390/bioengineering12050442 · Cited by 18 · see citing works
Shi, L., Dong, L., Zhao, W., & Tan, D. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1126047 · Cited by 17 · see citing works
Design of a source–detector array for dual-slope diffuse optical imaging
Blaney, G. P., Sassaroli, A., & Fantini, S. (2020) · Review of Scientific Instruments · doi:10.1063/5.0015512 · Cited by 17 · see citing works
Srinivasan, S., Butters, E., Collins-Jones, L. H., Su, L., O'Brien, J. T., & Bale, G. M. (2023) · Neurophotonics · doi:10.1117/1.nph.10.2.023514 · Cited by 17 · see citing works
Tian, F., Li, H., Tian, S., Tian, C., & Shao, J. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19010509 · Cited by 16 · see citing works
Lightweight sCMOS-based high-density diffuse optical tomography
Bergonzi, K. M., Burns‐Yocum, T. M., Bumstead, J., Buckley, E. M., Mannion, P. C., Tracy, C., Mennerick, E., Ferradal, S. L., Dehghani, H., Eggebrecht, A. T., et al. (2018) · Neurophotonics · doi:10.1117/1.nph.5.3.035006 · Cited by 16 · see citing works
Bulgarelli, C., Pinti, P., Aburumman, N., & Jones, E. J. H. (2023) · Oxford Open Neuroscience · doi:10.1093/oons/kvad012 · Cited by 20 · see citing works
Self-citationPinti, P., Dina, L.-M., & Smith, T. J. (2024) · Neurophotonics · doi:10.1117/1.nph.11.4.045004 · Cited by 20 · see citing works
Self-citationAssessment of Prospective Memory using fNIRS in Immersive Virtual Reality Environment
Dong, D., Wong, L. K. F., & Luo, Z. (2017) · Journal of Behavioral and Brain Science · doi:10.4236/jbbs.2017.76018 · Cited by 15 · see citing works
On fractality of functional near-infrared spectroscopy signals: analysis and applications
Zhu, L., Haghani, S., & Najafizadeh, L. (2020) · Neurophotonics · doi:10.1117/1.nph.7.2.025001 · Cited by 16 · see citing works
Lee, K., Kwon, J., Chun, M., Choi, J., Lee, S., & Im, C. (2024) · Depression and Anxiety · doi:10.1155/2024/4459867 · Cited by 14 · see citing works
Balconi, M., & Angioletti, L. (2022) · Brain Sciences · doi:10.3390/brainsci12030301 · Cited by 15 · see citing works
Angioletti, L., & Balconi, M. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.834619 · Cited by 16 · see citing works
Dong, S., & Jeong, J. (2018) · IEEE Journal of Selected Topics in Quantum Electronics · doi:10.1109/jstqe.2018.2883890 · Cited by 14 · see citing works
Siddiquee, M. R., Atri, R., Marquez, J. S., Hasan, S. M. S., Ramon, R., & Bai, O. (2020) · Sensors · doi:10.3390/s20185082 · Cited by 14 · see citing works
Bizzego, A., Balagtas, J. P. M., & Esposito, G. (2020) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.00247 · Cited by 14 · see citing works
Zhang, H., Xu, L., Yu, J., Li, J., & Wang, J. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1132231 · Cited by 13 · see citing works
The role of parietal cortex in overimitation: a study with fNIRS
Oliver, D., Tachtsidis, I., & Hamilton, A. F. D. C. (2017) · Social Neuroscience · doi:10.1080/17470919.2017.1285812 · Cited by 14 · see citing works
Self-citationTakahashi, S., Tomita, Y., Tanaka, S., Sakurai, N., & Kodama, N. (2022) · Brain Sciences · doi:10.3390/brainsci12121636 · Cited by 12 · see citing works
Wang, L., Yang, J., Sun, B., Wang, D., Liu, R., He, J., & Xia, M. (2023) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2023.101242 · Cited by 12 · see citing works
Visualizing the IKEA effect: experiential consumption assessed with fNIRS-based neuroimaging
Oishi, H., Nakazawa, K., Takahashi, T., Kyutoku, Y., & Dan, I. (2023) · Frontiers in Neuroergonomics · doi:10.3389/fnrgo.2023.1129582 · Cited by 13 · see citing works
Holmes, M., Aalto, D., & Cummine, J. (2024) · PLoS ONE · doi:10.1371/journal.pone.0304356 · Cited by 12 · see citing works
Imagined Speech Reconstruction From Neural Signals—An Overview of Sources and Methods
Tang, J., Chen, J., Xu, X., Liu, A., & Chen, X. (2024) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2024.3472830 · Cited by 12 · see citing works
Hosomi, F., Yanagi, M., Kawakubo, Y., Tsujii, N., Ozaki, S., & Shirakawa, O. (2019) · Scientific Reports · doi:10.1038/s41598-019-41739-4 · Cited by 12 · see citing works
Seeing into the brain of an actor with mocap and fNIRS
Hamilton, A. F. D. C., Pinti, P., Paoletti, D., & Ward, J. A. (2018) · ACM International Symposium on Wearable Computers (ISWC) · doi:10.1145/3267242.3267284 · Cited by 12 · see citing works
Self-citationTong, Y., Wang, Q., Wang, X., Xiang, Y., Cheng, L., Hu, X., Chen, Y. F., Huo, L., Xu, Y., & Liu, S. (2024) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2024.111810 · Cited by 11 · see citing works
Functional imaging of the exposed brain
Soloukey, S., Vincent, A. J. P. E., Smits, M., Zeeuw, C. I. D., Koekkoek, S. K. E., Dirven, C. M. F., & Kruizinga, P. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1087912 · Cited by 11 · see citing works
Awareness of embodiment enhances enjoyment and engages sensorimotor cortices
Moffat, R., & Cross, E. S. (2024) · Human Brain Mapping · doi:10.1002/hbm.26786 · Cited by 11 · see citing works
Increased prefrontal oxygenation prior to and at the onset of over-ground locomotion in humans
Matsukawa, K., Asahara, R., Ishii, K., Kunishi, M., Yamashita, Y., Hashiguchi, Y., Liang, N., & Smith, S. A. (2020) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00392.2020 · Cited by 11 · see citing works
Kwon, J., & Im, C. (2020) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2020.3030639 · Cited by 11 · see citing works
Balconi, M., Allegretta, R. A., Acconito, C., Saquella, F., & Angioletti, L. (2025) · Sensors · doi:10.3390/s25061880 · Cited by 10 · see citing works
Neuroimaging with functional near infrared spectroscopy: From formation to interpretation
Herrera-Vega, J., Treviño-Palacios, C. G., & Orihuela‐Espina, F. (2017) · Infrared Physics & Technology · doi:10.1016/j.infrared.2017.06.011 · Cited by 10 · see citing works
Feature-level Fusion for Depression Recognition Based on fNIRS Data
Zheng, S., Lei, C., Wang, T., Wu, C., Sun, J., & Peng, H. (2020) · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · doi:10.1109/bibm49941.2020.9313549 · Cited by 10 · see citing works
Intoxication due to Δ9-tetrahydrocannabinol is characterized by disrupted prefrontal cortex activity
Karunakaran, K. D., Pascale, M. P., Ozana, N. N., Potter, K. W., Pachas, G. N., Evins, A. E., & Gilman, J. M. (2024) · Neuropsychopharmacology · doi:10.1038/s41386-024-01876-5 · Cited by 9 · see citing works
- Authors
- Pinti, P., Aichelburg, C., Lind, F., Power, S., Swingler, E., Merla, A., Hamilton, A., Gilbert, S., Burgess, P., & Tachtsidis, I.
- Affiliations
- University of Chieti-Pescara (IT)
- University College London (GB)
- ORCID
- Venue
- Journal of Visualized Experiments
- Publisher
- MyJove Corporation
- Published
- 2015-12-02
- Issue
- 106
- ISSN
- 1940-087X (ISSN-L)
- PMC
- PMC4692764
- OpenAlex
- W2187223910
- Cited by
- 169
- References
- 51
- Citations by year
- 2026: 10 · 2025: 19 · 2024: 19 · 2023: 17 · 2022: 16 · 2021: 14 · 2020: 22 · 2019: 9 · 2018: 19 · 2017: 21 · 2016: 3
- FWCI
- 11.62
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Visualized Experiments (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion, cc-by)
- Funders
- Wellcome Trust (088429/Z/09/Z, 104580, 104580/Z/14/Z)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Optical Imaging and Spectroscopy Techniques
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Spectroscopy Techniques in Biomedical and Chemical Research
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Keywords
- functional near-infrared spectroscopy, prospective memory, prefrontal cortex, hemoglobin levels, neurovascular coupling, portable neuroimaging, gait
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review