Real-Time Functional Connectivity-Informed Neurofeedback of Amygdala-Frontal Pathways Reduces Anxiety
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Abstract
Background: Deficient emotion regulation and exaggerated anxiety represent a major transdiagnostic psychopathological marker. On the neural level these deficits have been closely linked to impaired, yet treatment-sensitive, prefrontal regulatory control over the amygdala. Gaining direct control over these pathways could therefore provide an innovative and promising intervention to regulate exaggerated anxiety. To this end the current proof-of-concept study evaluated the feasibility, functional relevance and maintenance of a novel connectivity-informed real-time fMRI neurofeedback training. Methods: In a randomized crossover sham-controlled design, 26 healthy subjects with high anxiety underwent real-time fMRI-guided neurofeedback training to enhance connectivity between the ventrolateral prefrontal cortex (vlPFC) and the amygdala (target pathway) during threat exposure. Maintenance of regulatory control was assessed after 3 days and in the absence of feedback. Training-induced changes in functional connectivity of the target pathway and anxiety ratings served as primary outcomes. Results: Training of the target, yet not the sham control, pathway significantly increased amygdala-vlPFC connectivity and decreased levels of anxiety. Stronger connectivity increases were significantly associated with higher anxiety reduction on the group level. At the follow-up, volitional control over the target pathway was maintained in the absence of feedback. Conclusions: The present results demonstrate for the first time that successful self-regulation of amygdala-prefrontal top-down regulatory circuits may represent a novel intervention to control anxiety. As such, the present findings underscore both the critical contribution of amygdala-prefrontal circuits to emotion regulation and the therapeutic potential of connectivity-informed real-time neurofeedback.
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Transfer of acquired strategies to everyday life and perceived efficiency have not been systematically examined in PTSD.
“Moreover, despite increasing evidence for the maintenance of neural regulatory control acquired during NF trainings in the absence of feedback and for periods of several days (Rance et al., 2018, Yao et al., 2016, Zhao et al., 2019) the transfer of the acquired strategies to everyday life and the perceived efficiency have not been systematically examined in PTSD.”
From Rt-fMRI neurofeedback-guided cognitive reappraisal training modulates amygdala responsivity in posttraumatic stress disorder (2020) · cites this paper as Zhao et al., 2019
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Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482 · see citing works
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433 · see citing works
Gross, J. J., & John, O. P. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.85.2.348 · Cited by 11,929 · see citing works
Jenkinson, M., Bannister, P., Brady, M., & Smith, S. (2002) · NeuroImage · doi:10.1006/nimg.2002.1132 · Cited by 11,888 · see citing works
Adjusting batch effects in microarray expression data using empirical Bayes methods
Johnson, W. E., Li, C., & Rabinovic, A. (2007) · Biostatistics · doi:10.1093/biostatistics/kxj037 · Cited by 8,658 · see citing works
The cognitive control of emotion
OCHSNER, K., & GROSS, J. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.03.010 · Cited by 4,495 · see citing works
Etkin, A., & Wager, T. D. (2007) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2007.07030504 · Cited by 3,391 · see citing works
The influence of head motion on intrinsic functional connectivity MRI
Van Dijk, K. R. A., Sabuncu, M. R., & Buckner, R. L. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.07.044 · Cited by 2,344 · see citing works
Ochsner, K. N., Silvers, J. A., & Buhle, J. T. (2012) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2012.06751.x · Cited by 1,879 · see citing works
McLaren, D. G., Ries, M. L., Xu, G., & Johnson, S. C. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.03.068 · Cited by 1,445 · see citing works
The neural bases of emotion regulation
Etkin, A., Büchel, C., & Gross, J. J. (2015) · Nature Reviews Neuroscience · doi:10.1038/nrn4044 · Cited by 1,244 · see citing works
Amygdala–frontal connectivity during emotion regulation
Banks, S. J., Eddy, K. T., Angstadt, M., Nathan, P. J., & Phan, K. L. (2007) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsm029 · Cited by 1,187 · see citing works
Noguchi, K., Gel, Y. R., Brunner, E., & Konietschke, F. (2012) · Journal of Statistical Software · doi:10.18637/jss.v050.i12 · Cited by 1,146 · see citing works
Sloan, E., Hall, K., Moulding, R., Bryce, S., Mildred, H., & Staiger, P. K. (2017) · Clinical Psychology Review · doi:10.1016/j.cpr.2017.09.002 · Cited by 1,052 · see citing works
Gender Differences in Emotion Regulation: An fMRI Study of Cognitive Reappraisal
McRae, K., Ochsner, K. N., Mauss, I. B., Gabrieli, J. J. D., & Gross, J. J. (2008) · Group Processes & Intergroup Relations · doi:10.1177/1368430207088035 · Cited by 910 · see citing works
Emotion dysregulation and adolescent psychopathology: A prospective study
McLaughlin, K. A., Hatzenbuehler, M. L., Mennin, D. S., & Nolen-Hoeksema, S. (2011) · Behaviour Research and Therapy · doi:10.1016/j.brat.2011.06.003 · Cited by 850 · see citing works
Carpenter, J. K., Andrews, L. A., Witcraft, S. M., Powers, M. B., Smits, J. A. J., & Hofmann, S. G. (2018) · Depression and Anxiety · doi:10.1002/da.22728 · Cited by 846 · see citing works
Kim, M. J., Loucks, R. A., Palmer, A. L., Brown, A. C., Solomon, K. M., Marchante, A. N., & Whalen, P. J. (2011) · Behavioural Brain Research · doi:10.1016/j.bbr.2011.04.025 · Cited by 838 · see citing works
Nolen-Hoeksema, S., & Aldao, A. (2011) · Personality and Individual Differences · doi:10.1016/j.paid.2011.06.012 · Cited by 772 · see citing works
How to Regulate Emotion? Neural Networks for Reappraisal and Distraction
Kanske, P., Heissler, J., Schönfelder, S., Bongers, A., & Wessa, M. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq216 · Cited by 589 · see citing works
Functional network dysfunction in anxiety and anxiety disorders
Sylvester, C. M., Corbetta, M., Raichle, M. E., Rodebaugh, T. L., Schlaggar, B. L., Sheline, Y. I., Zorumski, C. F., & Lenze, E. J. (2012) · Trends in Neurosciences · doi:10.1016/j.tins.2012.04.012 · Cited by 579 · see citing works
STOP, THAT and One Hundred Other Sleep Scales
Shahid, A., Shapiro, C. M., Marcu, S., & Wilkinson, K. (2012) · Springer eBooks · doi:10.1007/978-1-4419-9893-4 · Cited by 505 · see citing works
Real-Time Self-Regulation of Emotion Networks in Patients with Depression
Linden, D. E. J., Isabelle, H., Johnston, S. J., Linden, S. C., Ranjit, T., Subramanian, L., Sorger, B., Healy, D., & Goebel, R. (2012) · PLoS ONE · doi:10.1371/journal.pone.0038115 · Cited by 438 · see citing works
Self-citationZilverstand, A., Parvaz, M. A., & Goldstein, R. Z. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2016.06.009 · Cited by 360 · see citing works
Koch, S. B. J., van Zuiden, M., Nawijn, L., Frijling, J. L., Veltman, D. J., & Olff, M. (2016) · Depression and Anxiety · doi:10.1002/da.22478 · Cited by 334 · see citing works
Young, K. D., Siegle, G. J., Zotev, V., Phillips, R., Misaki, M., Yuan, H., Drevets, W. C., & Bodurka, J. (2017) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2017.16060637 · Cited by 331 · see citing works
Neurofeedback with fMRI: A critical systematic review
Thibault, R. T., MacPherson, A., Lifshitz, M., Roth, R. R., & Raz, A. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.12.071 · Cited by 300 · see citing works
Young, K. D., Zotev, V. S., Phillips, R., Misaki, M., Yuan, H., Drevets, W. C., & Bodurka, J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0088785 · Cited by 286 · see citing works
Nicholson, A. A., Rabellino, D., Densmore, M., Frewen, P. A., Paret, C., Kluetsch, R., Schmahl, C., Théberge, J., Neufeld, R. W. J., McKinnon, M. C., et al. (2017) · Human Brain Mapping · doi:10.1002/hbm.23402 · Cited by 273 · see citing works
Advances in fMRI Real-Time Neurofeedback
Watanabe, T., Sasaki, Y., Shibata, K., & Kawato, M. (2017) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2017.09.010 · Cited by 242 · see citing works
Wang, Z., Whiteside, S. P. H., Sim, L., Farah, W., Morrow, A. S., Alsawas, M., Barrionuevo, P., Tello, M., Asi, N., Beuschel, B., et al. (2017) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2017.3036 · Cited by 234 · see citing works
Insel, T. R. (2010) · JAMA · doi:10.1001/jama.2010.555 · Cited by 224 · see citing works
Neural circuitry of impaired emotion regulation in substance use disorders
Wilcox, C. E., Pommy, J. M., & Adinoff, B. (2016) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2015.15060710 · Cited by 213 · see citing works
Dodhia, S., Hosanagar, A., Fitzgerald, D. A., Labuschagne, I., Wood, A. G., Nathan, P. J., & Phan, K. L. (2014) · Neuropsychopharmacology · doi:10.1038/npp.2014.53 · Cited by 209 · see citing works
Methodological Recommendations for Trials of Psychological Interventions
Guidi, J., Brakemeier, E.-L., Bockting, C. L. H., Cosci, F., Cuijpers, P., Jarrett, R. B., Linden, M., Marks, I., Peretti, C. S., Rafanelli, C., et al. (2018) · Psychotherapy and Psychosomatics · doi:10.1159/000490574 · Cited by 205 · see citing works
Optimizing real time fMRI neurofeedback for therapeutic discovery and development
Stoeckel, L. E., Garrison, K. A., Ghosh, S., Wighton, P., Hanlon, C. A., Gilman, J. M., Greer, S. M., Turk‐Browne, N. B., deBettencourt, M. T., Scheinost, D., et al. (2014) · NeuroImage Clinical · doi:10.1016/j.nicl.2014.07.002 · Cited by 203 · see citing works
Grisanzio, K. A., Goldstein‐Piekarski, A. N., Wang, M. Y., Ahmed, A. P. R., Samara, Z., & Williams, L. M. (2017) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2017.3951 · Cited by 184 · see citing works
Sprooten, E., Rasgon, A., Goodman, M. C., Carlin, A., Leibu, E., Lee, W. H., & Frangou, S. (2017) · Human Brain Mapping · doi:10.1002/hbm.23486 · Cited by 180 · see citing works
Enhancing well-being at work: The role of emotion regulation skills as personal resources.
Buruck, G., Dörfel, D., Kügler, J., & Brom, S. S. (2016) · Journal of Occupational Health Psychology · doi:10.1037/ocp0000023 · Cited by 172 · see citing works
Learning Control Over Emotion Networks Through Connectivity-Based Neurofeedback
Koush, Y., Meskaldji, D.-E., Pichon, S., Rey, G., Rieger, S. W., Linden, D. E. J., Ville, D. V. D., Vuilleumier, P. O., & Scharnowski, F. (2015) · Cerebral Cortex · doi:10.1093/cercor/bhv311 · Cited by 154 · see citing works
Connectivity-based neurofeedback: Dynamic causal modeling for real-time fMRI
Koush, Y., Rosa, M. J., Robineau, F., Heinen, K., Rieger, S. W., Weiskopf, N., Vuilleumier, P. O., Ville, D. V. D., & Scharnowski, F. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.05.010 · Cited by 153 · see citing works
The use of the Visual Analogue Scale (VAS) in rehabilitation outcomes
Kersten, P., Küçükdeveci, A. A., & Tennant, A. H. (2012) · Journal of Rehabilitation Medicine · doi:10.2340/16501977-0999 · Cited by 150 · see citing works
Zotev, V. S., Phillips, R., Young, K. D., Drevets, W. C., & Bodurka, J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0079184 · Cited by 145 · see citing works
Emotion Regulation and Posttraumatic Stress Disorder: A Prospective Investigation
Boden, M. T., Westermann, S., Kateri Mcrae, A., Kuo, J. R., Alvarez, J., Kulkarni, M. R., Gross, J. J., & Bonn‐Miller, M. O. (2013) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2013.32.3.296 · Cited by 145 · see citing works
Prospective effects of emotion-regulation skills on emotional adjustment.
Berking, M., Orth, U., Wupperman, P., Meier, L. L., & Caspar, F. (2008) · Journal of Counseling Psychology · doi:10.1037/a0013589 · Cited by 145 · see citing works
Megumi, F., Yamashita, A., Kawato, M., & Imamizu, H. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00160 · Cited by 139 · see citing works
Fear Processing and Social Networking in the Absence of a Functional Amygdala
Becker, B., Mihov, Y., Scheele, D., Kendrick, K. M., Feinstein, J. S., Matusch, A., Aydin, M., Reich, H., Urbach, H., Oros‐Peusquens, A., et al. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.11.024 · Cited by 138 · see citing works
Self-citationZotev, V., Phillips, R., Misaki, M., Wong, C. K., Wurfel, B. E., Krueger, F., Feldner, M., & Bodurka, J. (2018) · NeuroImage Clinical · doi:10.1016/j.nicl.2018.04.010 · Cited by 135 · see citing works
fMRI neurofeedback facilitates anxiety regulation in females with spider phobia
Zilverstand, A., Sorger, B., Sarkheil, P., & Goebel, R. (2015) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00148 · Cited by 133 · see citing works
Self-citationGorka, S. M., Fitzgerald, D. A., Labuschagne, I., Hosanagar, A., Wood, A. G., Nathan, P. J., & Phan, K. L. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2014.168 · Cited by 131 · see citing works
Goldin, P. R., Lee, I., Ziv, M., Jazaieri, H., Heimberg, R. G., & Gross, J. J. (2014) · Behaviour Research and Therapy · doi:10.1016/j.brat.2014.02.005 · Cited by 130 · see citing works
Neurofeedback-mediated self-regulation of the dopaminergic midbrain
Sulzer, J. S., Sitaram, R., Blefari, M. L., Kollias, S., Birbaumer, N., Stephan, K. E., Luft, A. R., & Gassert, R. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.05.115 · Cited by 126 · see citing works
Neurofeedback and networks of depression
Linden, D. E. J. (2014) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2014.16.1/dlinden · Cited by 124 · see citing works
Alterations of amygdala-prefrontal connectivity with real-time fMRI neurofeedback in BPD patients.
Paret, C., Kluetsch, R., Zaehringer, J., Ruf, M., Demirakca, T., Bohus, M., Ende, G., & Schmahl, C. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsw016 · Cited by 114 · see citing works
Paret, C., Ruf, M., Gerchen, M. F., Kluetsch, R., Demirakca, T., Jungkunz, M., Bertsch, K., Schmahl, C., & Ende, G. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2015.10.027 · Cited by 113 · see citing works
Thibault, R. T., Lifshitz, M., Birbaumer, N., & Raz, A. (2015) · Psychotherapy and Psychosomatics · doi:10.1159/000371714 · Cited by 112 · see citing works
Direct modulation of aberrant brain network connectivity through real-time NeuroFeedback
Ramot, M., Kimmich, S., González-Castillo, J., Roopchansingh, V., Popal, H. S., White, E. I., Gotts, S. J., & Martin, A. D. (2017) · eLife · doi:10.7554/elife.28974 · Cited by 111 · see citing works
EMOTION REGULATION PREDICTS ANXIETY OVER A FIVE-YEAR INTERVAL: A CROSS-LAGGED PANEL ANALYSIS
Wirtz, C. M., Hofmann, S. G., Riper, H. M., & Berking, M. (2013) · Depression and Anxiety · doi:10.1002/da.22198 · Cited by 109 · see citing works
Keynan, J. N., Meir-Hasson, Y., Gilam, G., Cohen, A., Jackont, G., Kinreich, S., Ikar, L., Or‐Borichev, A., Etkin, A., Gyurak, A., et al. (2016) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.12.024 · Cited by 109 · see citing works
Emotion regulation deficits in regular marijuana users
Zimmermann, K., Walz, C., Derckx, R. T., Kendrick, K. M., Weber, B., Doré, B., Ochsner, K. N., Hurlemann, R., & Becker, B. (2017) · Human Brain Mapping · doi:10.1002/hbm.23671 · Cited by 106 · see citing works
Self-citationKim, D., Yoo, S., Tegethoff, M., Meinlschmidt, G., & Lee, J. (2015) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00802 · Cited by 103 · see citing works
Zilverstand, A., Sorger, B., Slaats-Willemse, D., Kan, C. C., Goebel, R., & Buitelaar, J. K. (2017) · PLoS ONE · doi:10.1371/journal.pone.0170795 · Cited by 96 · see citing works
Self-citationSex differences in effective fronto-limbic connectivity during negative emotion processing
Lungu, O., Potvin, S., Tikàsz, A., & Mendrek, A. (2015) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2015.08.012 · Cited by 96 · see citing works
Down-regulation of amygdala activation with real-time fMRI neurofeedback in a healthy female sample
Paret, C., Kluetsch, R., Ruf, M., Demirakca, T., Hoesterey, S., Ende, G., & Schmahl, C. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00299 · Cited by 95 · see citing works
Fava, G. A., Guidi, J., Rafanelli, C., & Rickels, K. (2017) · Psychotherapy and Psychosomatics · doi:10.1159/000480038 · Cited by 93 · see citing works
Pharmacotherapy for anxiety and comorbid alcohol use disorders
Ipser, J. C., Wilson, D., Akindipe, T. O., Sager, C., & Stein, D. J. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007505.pub2 · Cited by 93 · see citing works
How feedback, motor imagery, and reward influence brain self‐regulation using real‐time fMRI
Sepulveda, P., Sitaram, R., Rana, M., Montalba, C., Tejos, C., & Ruiz, S. (2016) · Human Brain Mapping · doi:10.1002/hbm.23228 · Cited by 90 · see citing works
Young, K. D., Zotev, V., Phillips, R., Misaki, M., Drevets, W. C., & Bodurka, J. (2018) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.12665 · Cited by 83 · see citing works
Spetter, M. S., Malekshahi, R., Birbaumer, N., Lührs, M., van der Veer, Scheffler, K., Spuckti, S. F. J., Preissl, H. T., Veit, R., & Hallschmid, M. (2017) · Appetite · doi:10.1016/j.appet.2017.01.032 · Cited by 81 · see citing works
Self-citationThomeé, R., Grimby, G., Wright, B., & Linacre, J. M. (2020) · Journal of Rehabilitation Medicine · doi:10.2340/165019779527145151 · Cited by 78 · see citing works
Yao, S., Becker, B., Geng, Y., Zhao, Z., Xu, X., Zhao, W., Ren, P., & Kendrick, K. M. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.02.035 · Cited by 75 · see citing works
Self-citationYamashita, A., Hayasaka, S., Kawato, M., & Imamizu, H. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx177 · Cited by 73 · see citing works
Resting state functional connectivity predicts neurofeedback response
Scheinost, D., Stoica, T., Wasylink, S., Gruner, P., Saksa, J., Pittenger, C., & Hampson, M. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00338 · Cited by 70 · see citing works
Klumpp, H., Keutmann, M. K., Fitzgerald, D. A., Shankman, S. A., & Phan, K. L. (2014) · Biology of Mood & Anxiety Disorders · doi:10.1186/s13587-014-0014-5 · Cited by 65 · see citing works
Wilson, R. S., Mayhew, S. D., Rollings, D. T., Goldstone, A., Przeździk, I., Arvanitis, T. N., & Bagshaw, A. P. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.02.061 · Cited by 59 · see citing works
Cain, R. A. (2007) · Primary Care Clinics in Office Practice · doi:10.1016/j.pop.2007.05.006 · Cited by 58 · see citing works
Zilverstand, A., Sorger, B., Zimmermann, J., Kaas, A. L., & Goebel, R. (2014) · PLoS ONE · doi:10.1371/journal.pone.0085929 · Cited by 53 · see citing works
Self-citationRicarte, J. J., Bravo, B. N., Latorre, J. M., Ros, L., & Watkins, E. R. (2016) · The Spanish Journal of Psychology · doi:10.1017/sjp.2016.46 · Cited by 50 · see citing works
Current Issues in the Use of fMRI-Based Neurofeedback to Relieve Psychiatric Symptoms
Fovet, T., Jardri, R., & Linden, D. E. J. (2015) · Current Pharmaceutical Design · doi:10.2174/1381612821666150619092540 · Cited by 43 · see citing works
Introduction to the Special Issue: Emotion Regulation as a Transdiagnostic Process
Aldao, A. (2016) · Cognitive Therapy and Research · doi:10.1007/s10608-016-9764-2 · Cited by 42 · see citing works
Kober, S. E., Witte, M., Grinschgl, S., Neuper, C., & Wood, G. M. D. O. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.07.025 · Cited by 36 · see citing works
Maintenance of Voluntary Self-regulation Learned through Real-Time fMRI Neurofeedback
Robineau, F., Meskaldji, D. E., Koush, Y., Rieger, S. W., Mermoud, C., Morgenthaler, S., Ville, D. V. D., Vuilleumier, P. O., & Scharnowski, F. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00131 · Cited by 35 · see citing works
Klumpp, H., Roberts, J., Kennedy, A. E., Shankman, S. A., Langenecker, S. A., Gross, J. J., & Phan, K. L. (2017) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2017.01.010 · Cited by 34 · see citing works
First, M. B., Carter, C., Castellanos, F. X., Dickstein, D. P., Drevets, W. C., Kim, K. L., Pescosolido, M. F., Rausch, S., Seymour, K. E., & Zubieta, J.-K. (2012) · Cited by 5 · see citing works
Flagged first, then by citations
1 of the 85 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- Koch SBJ, van Zuiden M, Nawijn L, Frijling JL, Veltman DJ, Olff M (2016): Aberrant Resting-State Brain Activity in Posttraumatic Stress Disorder: a Meta-Analysis and Systematic Review. Depress Anxiety. 33: 592-605.
- Spielberger C (1983): Manual for the State-Trait Anxiety Inventory (STAI). Consult Psychol Press. 4-26.
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Self-citationGkintoni, E., Aroutzidis, A., Antonopoulou, H., & Halkiopoulos, C. (2025) · Brain Sciences · doi:10.3390/brainsci15030220 · Cited by 156 · see citing works
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Luminet, O., Nielson, K. A., & Ridout, N. (2021) · Cognition & Emotion · doi:10.1080/02699931.2021.1908231 · Cited by 149 · see citing works
Kou, J., Zhang, Y., Zhou, F., Sindermann, C., Montag, C., Becker, B., & Kendrick, K. M. (2020) · Psychological Medicine · doi:10.1017/s0033291720003803 · Cited by 63 · see citing works
Self-citationМельников, М. Е. (2021) · Neural Plasticity · doi:10.1155/2021/8878857 · Cited by 67 · see citing works
Liu, X., Klugah‐Brown, B., Zhang, R., Chen, H., Zhang, J., & Becker, B. (2022) · Translational Psychiatry · doi:10.1038/s41398-022-02157-9 · Cited by 61 · see citing works
Self-citationFan, H., Liu, Z., Wu, X., Yu, G., Gu, X., Kuang, N., Zhang, K., Liu, Y., Jia, T., Sahakian, B. J., et al. (2023) · The British Journal of Psychiatry · doi:10.1192/bjp.2023.107 · Cited by 57 · see citing works
Self-citationMental Imagery and Brain Regulation—New Links Between Psychotherapy and Neuroscience
Skottnik, L., & Linden, D. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00779 · Cited by 52 · see citing works
Kou, J., Zhang, Y., Zhou, F., Gao, Z., Yao, S., Zhao, W., Li, H., Lei, Y., Gao, S., Kendrick, K. M., et al. (2022) · Psychotherapy and Psychosomatics · doi:10.1159/000521348 · Cited by 54 · see citing works
Self-citationKhorev, V. S., Kurkin, S., Badarin, A., Antipov, V. M., Николаевна, П. Е., Andreev, A. V., Grubov, V., Drapkina, O. M., Kiselev, A. R., & Hramov, A. E. (2024) · Journal of Integrative Neuroscience · doi:10.31083/j.jin2307125 · Cited by 54 · see citing works
Weiß, F., Zamoscik, V., Schmidt, S. N. L., Halli, P., Kirsch, P., & Gerchen, M. F. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116580 · Cited by 52 · see citing works
Zweerings, J., Sarkheil, P., Keller, M., Dyck, M., Klasen, M., Becker, B., Gaebler, A. J., Ibrahim, C. N., Turetsky, B. I., Zvyagintsev, M., et al. (2020) · NeuroImage: Clinical · doi:10.1016/j.nicl.2020.102483 · Cited by 45 · see citing works
Self-citationSukhodolsky, D. G., Walsh, C. J., Koller, W. N., Eilbott, J. A., Rance, M., Fulbright, R. K., Zhao, Z., Bloch, M. H., King, R. A., Leckman, J. F., et al. (2019) · Biological Psychiatry · doi:10.1016/j.biopsych.2019.07.035 · Cited by 47 · see citing works
Self-citationXin, F., Zhou, X., Dong, D., Zhao, Z., Yang, X., Wang, Q., Gu, Y., Kendrick, K. M., Chen, A., & Becker, B. (2020) · Advanced Science · doi:10.1002/advs.202001077 · Cited by 46 · see citing works
Self-citationMorgenroth, E., Saviola, F., Gilleen, J., Allen, B., Lührs, M., Eysenck, M. W., & Allen, P. (2020) · NeuroImage Clinical · doi:10.1016/j.nicl.2020.102191 · Cited by 44 · see citing works
Self-citationLi, K., Jiang, Y., Gong, Y., Zhao, W., Zhao, Z., Liu, X., Kendrick, K. M., Zhu, C., & Becker, B. (2019) · Neurophotonics · doi:10.1117/1.nph.6.2.025011 · Cited by 41 · see citing works
Self-citationZhao, Z., Duek, O. A., Seidemann, R., Gordon, C., Walsh, C. J., Romaker, E. K., Koller, W. N., Horváth, M., Awasthi, J., Wang, Y., et al. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02467-6 · Cited by 42 · see citing works
Self-citationIntrinsic, dynamic and effective connectivity among large-scale brain networks modulated by oxytocin
Jiang, X., Ma, X., Geng, Y., Zhao, Z., Zhou, F., Zhao, W., Yao, S., Yang, S., Zhao, Z., Becker, B., et al. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117668 · Cited by 39 · see citing works
Self-citationCan neurofeedback provide evidence of direct brain-behavior causality?
Kvamme, T. L., Ros, T., & Overgaard, M. S. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119400 · Cited by 43 · see citing works
Taebi, A., Becker, B., Klugah‐Brown, B., Roecher, E., Biswal, B. B., Zweerings, J., & Mathiak, K. (2022) · Addiction Biology · doi:10.1111/adb.13200 · Cited by 38 · see citing works
Self-citationZhao, Z., Yao, S., Zweerings, J., Zhou, X., Zhou, F., Kendrick, K. M., Chen, H., Mathiak, K., & Becker, B. (2021) · Human Brain Mapping · doi:10.1002/hbm.25336 · Cited by 37 · see citing works
Self-citationLi, X., Zhong, H., Wang, Z., Xiao, R., Antonson, P., Liu, T., Chuan, W., Zou, J., Wang, L. Y., Nalvarte, I., et al. (2021) · Molecular Psychiatry · doi:10.1038/s41380-021-01139-5 · Cited by 37 · see citing works
Visual snow syndrome: a review on diagnosis, pathophysiology, and treatment
Traber, G. L., Piccirelli, M., & Michels, L. (2019) · Current Opinion in Neurology · doi:10.1097/wco.0000000000000768 · Cited by 34 · see citing works
Real-Time Functional MRI in the Treatment of Mental Health Disorders
Taschereau‐Dumouchel, V., Cushing, C. A., & Lau, H. C. (2022) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-072220-014550 · Cited by 33 · see citing works
Liu, C., Xu, L., Li, J., Zhou, F., Yang, X., Zheng, X., Fu, M., Li, K., Sindermann, C., Montag, C., et al. (2020) · Psychological Medicine · doi:10.1017/s0033291720002809 · Cited by 26 · see citing works
Self-citationLu, L., Mills, J. A., Li, H., Schroeder, H. K., Mossman, S. A., Varney, S. T., Cecil, K. M., Huang, X., Gong, Q., Ramsey, L. B., et al. (2021) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2020.11.023 · Cited by 32 · see citing works
Regulating posttraumatic stress disorder symptoms with neurofeedback: Regaining control of the mind
Nicholson, A. A., Ros, T., Jetly, R., & Lanius, R. A. (2020) · Journal of Military Veteran and Family Health · doi:10.3138/jmvfh.2019-0032 · Cited by 27 · see citing works
From psychosomatic medicine, brain–computer interface to brain–apparatus communication
Yao, D., Qin, Y. F., & Zhang, Y. (2022) · Brain-Apparatus Communication A Journal of Bacomics · doi:10.1080/27706710.2022.2120775 · Cited by 26 · see citing works
Zhang, R., Zhao, W., Qi, Z., Xu, T., Zhou, F., & Becker, B. (2022) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2022.09.008 · Cited by 21 · see citing works
Self-citationTsuchiyagaito, A., Misaki, M., Zoubi, O. A., Tulsa 1000 Investigators, Paulus, M. P., & Bodurka, J. (2020) · Human Brain Mapping · doi:10.1002/hbm.25268 · Cited by 24 · see citing works
Saul, M. A., He, X., Black, S., & Charles, F. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.568921 · Cited by 21 · see citing works
Zhuang, Q., Qiao, L., Xu, L., Yao, S., Chen, S., Zheng, X., Li, J., Fu, M., Li, K., Vatansever, D., et al. (2023) · Psychoradiology · doi:10.1093/psyrad/kkad016 · Cited by 21 · see citing works
Self-citationLi, J., Yang, X., Zhou, F., Liu, C., Wei, Z., Xin, F., Daumann, B., Daumann, J., Kendrick, K. M., & Becker, B. (2020) · Neuropsychopharmacology · doi:10.1038/s41386-020-0625-z · Cited by 18 · see citing works
Self-citationYang, X., Zeng, Y., Jiao, G., Gan, X., Linden, D. E. J., Hernaus, D., Zhu, C., Li, K., Yao, D., Yao, S., et al. (2024) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2024.110968 · Cited by 16 · see citing works
Self-citationLiu, X., Yang, H., Becker, B., Huang, X., Luo, C., Meng, C., & Biswal, B. B. (2021) · Human Brain Mapping · doi:10.1002/hbm.25403 · Cited by 17 · see citing works
Self-citationNeurofeedback for obsessive compulsive disorder: A randomized, double-blind trial
Rance, M., Zhao, Z., Zaboski, B. A., Kichuk, S. A., Romaker, E. K., Koller, W. N., Walsh, C. J., Harris‐Starling, C., Wasylink, S., Adams, T. G., et al. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115458 · Cited by 17 · see citing works
Self-citationXia, Z., Yang, P., Chen, S., Zhou, H., & Yan, C. (2024) · Cerebral Cortex · doi:10.1093/cercor/bhae252 · Cited by 16 · see citing works
Lan, C., Liu, C., Li, K., Zhao, Z., Yang, J., Ma, Y., Scheele, D., Yao, S., Kendrick, K. M., & Becker, B. (2022) · The International Journal of Neuropsychopharmacology · doi:10.1093/ijnp/pyac037 · Cited by 16 · see citing works
Self-citationGetting stress-related disorders under control: the untapped potential of neurofeedback
Krause, F., Linden, D. E. J., & Hermans, E. J. (2024) · Trends in Neurosciences · doi:10.1016/j.tins.2024.08.007 · Cited by 16 · see citing works
The Clinical Impact of Real-Time fMRI Neurofeedback on Emotion Regulation: A Systematic Review
Tschentscher, N., Tafelmaier, J. C., Woll-Weber, C. F. J., Pogarell, O. M., Maywald, M., Vierl, L., Breitenstein, K., & Karch, S. (2024) · Brain Sciences · doi:10.3390/brainsci14070700 · Cited by 17 · see citing works
Feasibility of training the dorsolateral prefrontal-striatal network by real-time fMRI neurofeedback
Weiß, F., Zhang, J., Aslan, A., Kirsch, P., & Gerchen, M. F. (2022) · Scientific Reports · doi:10.1038/s41598-022-05675-0 · Cited by 15 · see citing works
Frontostriatal circuitry as a target for fMRI-based neurofeedback interventions: A systematic review
Orth, L., Meeh, J., Gur, R. C., Neuner, I., & Sarkheil, P. (2022) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2022.933718 · Cited by 14 · see citing works
Functional Near-Infrared Spectroscopy Neurofeedback Enhances Human Spatial Memory
Hou, X., Xiao, X. N., Gong, Y., Li, Z., Chen, A., & Zhu, C. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2021.681193 · Cited by 14 · see citing works
Training the anxious brain: using fMRI‐based neurofeedback to change brain activity in adolescence
Lipp, A., & Kadosh, K. C. (2020) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.14611 · Cited by 13 · see citing works
Predictors of Neurofeedback Outcomes Following qEEG Individualized Protocols for Anxiety
Gregory, J. C., Romero, D. E., & Jones, M. S. (2020) · NeuroRegulation · doi:10.15540/nr.7.1.18 · Cited by 13 · see citing works
Maywald, M., Paolini, M., Rauchmann, B., Christian, G., Heppe, J. L., Wolf, A., Lerchenberger, L., Tominschek, I., Stoecklein, S., Reidler, P., et al. (2022) · Brain Sciences · doi:10.3390/brainsci12121714 · Cited by 12 · see citing works
Zhang, Y., Becker, B., Kendrick, K. M., Zhang, Q., & Yao, S. (2025) · Translational Psychiatry · doi:10.1038/s41398-025-03382-8 · Cited by 12 · see citing works
Self-citationMisaki, M., & Bodurka, J. (2021) · Journal of Neural Engineering · doi:10.1088/1741-2552/ac0b33 · Cited by 12 · see citing works
Li, K., Yang, J., Becker, B., & Li, X. (2023) · Neurophotonics · doi:10.1117/1.nph.10.2.025011 · Cited by 10 · see citing works
Self-citationFu, K., Xu, S., Zhang, Z., Liu, D. C., Xu, T., Zhang, Y., Zhou, F., Zhang, X., Lan, C., Wang, J., et al. (2025) · Advanced Science · doi:10.1002/advs.202503251 · Cited by 11 · see citing works
Self-citationA multifaceted case-vignette integrating neurofeedback and EMDR in the treatment of complex PTSD
Gerge, A. (2020) · European Journal of Trauma & Dissociation · doi:10.1016/j.ejtd.2020.100157 · Cited by 11 · see citing works
Semantic fMRI neurofeedback: a multi-subject study at 3 tesla
Ciarlo, A., Russo, A. G., Ponticorvo, S., Salle, F. D., Lührs, M., Goebel, R., & Esposito, F. (2022) · Journal of Neural Engineering · doi:10.1088/1741-2552/ac6f81 · Cited by 8 · see citing works
Self-citationCommon and distinct neurofunctional signatures of dynamic naturalistic emotion regulation strategies
Jiang, H., He, J., Zimmermann, K., Zhou, X., Gan, X., Ferraro, S., Wang, L., Zhou, B., Li, L., Kendrick, K. M., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-70708-5 · Cited by 10 · see citing works
Self-citationDevelopment and Supervision of Financial Technology Based on Blockchain
Yang, R. (2022) · Computational Intelligence and Neuroscience · doi:10.1155/2022/2615153 · Cited by 6 · see citing works
Liu, C., Xu, L., Li, J., Zhou, F., Yang, X., Zheng, X., Fu, M., Li, K., Sindermann, C., Montag, C., et al. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/685099 · Cited by 7 · see citing works
Self-citationHeterogeneous Brain Atrophy Sites in Anxiety Disorders Map to a Common Brain Network
Yang, Y., Xu, W., Wang, Y., Cao, H., Yao, X., Zhang, T., Xie, X., Hua, Q., Cheng, W., Shen, L., et al. (2024) · Depression and Anxiety · doi:10.1155/2024/3827870 · Cited by 5 · see citing works
Wang, Y., Becker, B., Wang, J., Wang, Y. Y., Zhang, L., Mei, Y., Li, H., & Lei, Y. (2024) · NeuroImage · doi:10.1016/j.neuroimage.2024.120645 · Cited by 5 · see citing works
Self-citationReal-Time fMRI in the Treatment of Mental Health DisordersPreprint
Taschereau‐Dumouchel, V., Cushing, C. A., & Lau, H. C. (2022) · doi:10.31234/osf.io/kxezs · Cited by 5 · see citing works
Liu, D. C., Mi, Y., Li, M., Nigri, A., Grisoli, M., Kendrick, K. M., Becker, B., & Ferraro, S. (2024) · Psychoradiology · doi:10.1093/psyrad/kkae026 · Cited by 4 · see citing works
Self-citationLee, E., Kang, Y., Kim, H., & Lee, J. (2025) · Biomedical Physics & Engineering Express · doi:10.1088/2057-1976/ae0ad7 · Cited by 4 · see citing works
Wang, Z., Wong, C. M., Nan, W., Tang, Q., Rosa, A. C., Xu, P., & Wan, F. (2021) · IEEE Transactions on Cognitive and Developmental Systems · doi:10.1109/tcds.2021.3125948 · Cited by 4 · see citing works
Neurofeedback: potential for abuse and regulatory frameworks in the United States
Furnari, F., Park, H., Yaffe, G., & Hampson, M. (2024) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2023.0099 · Cited by 4 · see citing works
Taebi, A., Mathiak, K., Becker, B., Klug, G. K., & Zweerings, J. (2024) · Human Brain Mapping · doi:10.1002/hbm.70077 · Cited by 4 · see citing works
Self-citationMaywald, M., Pogarell, O. M., Chrobok, A. I., Levai, S., Keeser, D., Tschentscher, N., Rauchmann, B., Stoecklein, S., Ertl-Wagner, B. B., Papazov, B., et al. (2025) · Diagnostics · doi:10.3390/diagnostics15141729 · Cited by 4 · see citing works
Öğüt, E. (2025) · Neuroinformatics · doi:10.1007/s12021-025-09743-4 · Cited by 4 · see citing works
Jiang, H., He, J., Zimmermann, K., Zhou, X., Gan, X., Ferraro, S., Wang, L., Zhou, B., Li, L., Kendrick, K. M., et al. (2025) · medRxiv · doi:10.1101/2025.05.29.25328539 · Cited by 4 · see citing works
Self-citationGoel, R., Tse, T., Smith, L. J., Floren, A., Naylor, B. F., Williams, W., Salas, R., Rizzo, A., & Ress, D. B. (2023) · Chronic Stress · doi:10.1177/24705470231203655 · Cited by 3 · see citing works
Brainwaves Activities during Resting State: A Neurofeedback Case Study
Radi, N. A. M., & Nasaruddin, N. H. (2022) · Journal of Cognitive Sciences and Human Development · doi:10.33736/jcshd.4004.2022 · Cited by 3 · see citing works
Translation to the clinic and other modalities
Taylor, J. E., Jalon, I., Chiba, T., Motegi, T., Kawato, M., & Hendler, T. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822421-2.00002-8 · Cited by 2 · see citing works
Gu, A., Chan, C. L., Xu, X., Dexter, J. P., Becker, B., & Zhao, Z. (2025) · Journal of Medical Internet Research · doi:10.2196/64687 · Cited by 2 · see citing works
Self-citationPeterson, C. B., Haynos, A. F., Mueller, B. A., Crosby, R. D., Wonderlich, S. A., Anderson, L. M., Pearson, C. M., Fennig, M., Gallagher, E. E., & Cullen, K. R. (2021) · Journal of Psychiatry and Brain Science · doi:10.20900/jpbs.20210005 · Cited by 2 · see citing works
Biofeedback: Its function, effects on organism and utility in sports sciences
Çelik, E., & Sarı, İ. (2021) · Spor Hekimligi Dergisi · doi:10.47447/tjsm.0566 · Cited by 2 · see citing works
[Bacomics--a new discipline integrating brain and the outside].
Qin, Y. F., Liu, T., & Yao, D. (2021) · PubMed Central · doi:10.7507/1001-5515.202101039 · Cited by 2 · see citing works
Tsang, M. H. L., Chen, J. C., Jiang, H., & Becker, B. (2025) · medRxiv · doi:10.1101/2025.07.29.25332351 · Cited by 2 · see citing works
Self-citationZhang, Y., Dong, W., Yan, X., Zhou, M., Kendrick, K. M., Yao, D., Yao, S., & Becker, B. (2025) · medRxiv · doi:10.1101/2025.09.03.25334509 · Cited by 2 · see citing works
Self-citationZhao, D., Wang, W., Xia, X., Ju, P., Shen, L., & Nan, W. (2024) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-024-09673-y · Cited by 1 · see citing works
Perspectiva de la salud integral como principio para comprender la salud mental
Khalil, S. R. M., & Barrero, M. J. O. (2021) · Universidad Nacional Abierta y a Distancia eBooks · doi:10.22490/9789586517775.1.4 · Cited by 1 · see citing works
Fagerland, S. M., Berntsen, H. R., Fredriksen, M., Endestad, T., Skouras, S., Revheim, M.-E. R., & Undseth, R. M. (2024) · Journal of Electrical Bioimpedance · doi:10.2478/joeb-2024-0006 · Cited by 1 · see citing works
Pyatkov, A. A., Сергеев, А. В., Sokolov, E. A., Рустамовна, Н. А., Kononirova, A. A., & Makarov, S. A. (2025) · Russian Journal of Pain · doi:10.17116/pain20252301146 · Cited by 1 · see citing works
Li, L., Zhang, Y., Becker, B., & Li, H. (2025) · Personality and Individual Differences · doi:10.1016/j.paid.2025.113454 · Cited by 1 · see citing works
Self-citationEarly-life neural correlates of behavioral inhibition and anxiety risk
Filippi, C. A., Massera, A., Xing, J., & Agulleiro, L. M. M. (2025) · Neuropsychopharmacology · doi:10.1038/s41386-025-02235-8 · Cited by 1 · see citing works
Proceedings of the 2020 ISNR Annual Conference: Poster Presentations
International Society of Neurofeedback and Research (2020) · NeuroRegulation · doi:10.15540/nr.7.4.173 · Cited by 1 · see citing works
Kou, J., Zhang, Y., Zhou, F., Sindermann, C., Montag, C., Becker, B., & Kendrick, K. M. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/493387 · Cited by 1 · see citing works
Self-citationKrause, F., Linden, D. E. J., & Hermans, E. J. (2022) · doi:10.31219/osf.io/vxnbk · Cited by 1 · see citing works
Jerichow, M. M., & Watson, L. A. (2021) · Psyke & Logos · doi:10.7146/pl.v42i1.128775
Using fMRI neurofeedback to interrogate emotion, motivation, and social neurocognition
Dickerson, K. C., & Adcock, R. A. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822421-2.00001-6
The treatment and study of psychiatric disorders with fMRI neurofeedback
Zhao, Z., Romaker, E. K., & Hampson, M. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822421-2.00016-8
Self-citationRasmijn, A. (2022) · doi:10.26481/dis.20220315ar
Evidence-Based Treatments for Anxiety Disorders
Azab, M. (2022) · Springer eBooks · doi:10.1007/978-3-031-19362-0_5
Awasthi, J., Harris‐Starling, C., Kalvin, C. B., Pittman, B. P., Park, H., Bloch, M. H., Fernandez, T. V., Sukhodolsky, D. G., & Hampson, M. (2023) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2023.111692
Xu, X., Woon, L. S., Xu, L., & Wang, J. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1254197
Taylor, J. E., Oka, T., Murakami, M., Motegi, T., Yamada, T., Kawashima, T., Kobayashi, Y., Yoshihara, Y., Miyata, J., Murai, T., et al. (2026) · Translational Psychiatry · doi:10.1038/s41398-026-04040-3
Liu, D. C., Mi, Y., Li, M., Nigri, A., Grisoli, M., Kendrick, K. M., Becker, B., & Ferraro, S. (2024) · medRxiv · doi:10.1101/2024.05.24.24307873
Self-citationBecker, B., Fu, K., Xu, S., Zhang, Z., Liu, D., Xu, T., Zhang, Y., Zhou, F., Zhang, X., Lan, C., et al. (2024) · Research Square · doi:10.21203/rs.3.rs-4317487/v1
Self-citationNicholson, A. A., Ros, T., Jetly, R., & Lanius, R. A. (2024) · Journal of Military Veteran and Family Health · doi:10.3138/jmvfh-0718-0036
Regulating posttraumatic stress disorder symptoms with neurofeedback: Regaining control of the mind
Nicholson, A. A., Ros, T., Jetly, R., & Lanius, R. A. (2024) · Journal of Military Veteran and Family Health · doi:10.3138/jmvfh-0718-0015
Dong, W., Ferraro, S., Liu, D., Zhang, Y., Han, M., Mi, Y.-Q., Wang, J.-J., Fu, K., Zhao, Z.-Y., Kendrick, K., et al. (2025) · bioRxiv · doi:10.64898/2025.12.22.695740
Self-citationA Real-Time Functional Localization Method Based on Dynamic Connectivity for Coupled Brain RegionsPreprint
Heukamp, N. J., Moliadze, V., & Nees, F. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.02.02.703208
A preliminary investigation on visual arts in impacting the sleep quality among university students
See, B. Q. T., Chan, C.-K., Ting, H.-N., Danaee, M., Kanagasundram, S., Utomo, B., Shasmin, H. N., & Fauziyah, S. (2026) · Journal of Health Psychology · doi:10.1177/13591053261425377
- Authors
- Zhao, Z., Yao, S., Li, K., Sindermann, C., Zhou, F., Zhao, W., Li, J., Lührs, M., Goebel, R., Kendrick, K. M., & Becker, B.
- Affiliations
- University of Electronic Science and Technology of China (CN)
- Universität Ulm (DE)
- Maastricht University (NL)
- ORCID
- Venue
- Psychotherapy and Psychosomatics
- Publisher
- S. Karger AG
- Published
- 2019
- Volume
- 88
- Issue
- 1
- Pages
- 5-15
- ISSN
- 0033-3190 (ISSN-L)
- 1423-0348
- OpenAlex
- W2951709304
- Cited by
- 102
- References
- 85
- Citations by year
- 2026: 6 · 2025: 14 · 2024: 16 · 2023: 8 · 2022: 19 · 2021: 17 · 2020: 15 · 2019: 5 · 2018: 2
- FWCI
- 8.16
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Psychotherapy and Psychosomatics (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Research Publications (Maastricht University) (publishedVersion, other-oa)
- Research Publications (Maastricht University) (submittedVersion, other-oa)
- Funders
- National Natural Science Foundation of China (91632117, 31530032, 31700998)
- Fundamental Research Funds for the Central Universities (ZYGX2015Z002)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- real-time fMRI neurofeedback, amygdala, ventrolateral prefrontal cortex, amygdala-prefrontal connectivity, anxiety, emotion regulation, top-down control, threat exposure, self-regulation, transdiagnostic psychopathology
- MeSH terms
- Self-Control, Proof of Concept Study, Adult, Amygdala, Anxiety, Humans, Magnetic Resonance Imaging, Nerve Net, Outcome Assessment, Health Care, Prefrontal Cortex, Cross-Over Studies, Neurofeedback, Functional Neuroimaging
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