Exploring protocol development: Implementing systematic contextual memory to enhance real-time fMRI neurofeedback

1. Hongwei Wen et al. Multi-modal multiple kernel learning for accurate identification of Tourette syndrome children. Pattern Recognition 2017; 63:601–11, doi: 10.1016/j.patcog.2016.09.039 Wen Hongwei . Multi-modal multiple kernel learning for accurate identification of Tourette syndrome children . Pattern Recognition 2017 ; 63 : 601 – 11 , doi: 10.1016/j.patcog.2016.09.039 Open DOISearch in Google Scholar

2. Ashley N. Nielsen et al. Atypical functional connectivity in Tourette Syndrome differs between children and adults. Biological Psychiatry 2020; 87(2):164–73, doi: 10.1016/j.biopsych.2019.06.021 Nielsen Ashley N. . Atypical functional connectivity in Tourette Syndrome differs between children and adults . Biological Psychiatry 2020 ; 87 ( 2 ): 164 – 73 , doi: 10.1016/j.biopsych.2019.06.021 Open DOISearch in Google Scholar

3. Clemens C.C. Bauer et al. Real-time fMRI neurofeedback reduces auditory hallucinations and modulates resting state connectivity of involved brain regions: Part 2: Default mode network -preliminary evidence. Psychiatry Research 2020; 284:112770, doi: 10.1038/s41398-021-01201–4 Bauer Clemens C.C. . Real-time fMRI neurofeedback reduces auditory hallucinations and modulates resting state connectivity of involved brain regions: Part 2: Default mode network -preliminary evidence . Psychiatry Research 2020 ; 284 : 112770 , doi: 10.1038/s41398-021-01201–4 Open DOISearch in Google Scholar

4. Adrian M. Owen et al. Detecting Awareness in the Vegetative State. Science 2006; 313(5792):1402, doi: 10.1126/science Owen Adrian M. . Detecting Awareness in the Vegetative State . Science 2006 ; 313 ( 5792 ): 1402 , doi: 10.1126/science Open DOISearch in Google Scholar

5. Michelle Hampson et al. Biofeedback of Real-Time Functional Magnetic Resonance Imaging Data from the Supplementary Motor Area Reduces Functional Connectivity to Subcortical Regions. Brain Connectivity 2011; 1(1):91–8, doi: 10.1089/brain.2011.0002 Hampson Michelle . Biofeedback of Real-Time Functional Magnetic Resonance Imaging Data from the Supplementary Motor Area Reduces Functional Connectivity to Subcortical Regions . Brain Connectivity 2011 ; 1 ( 1 ): 91 – 8 , doi: 10.1089/brain.2011.0002 Open DOISearch in Google Scholar

6. Robert T. Thibault et al. The Psychology of Neurofeedback: Clinical Intervention Even if Applied Placebo. American Psychologist 2017; 72(7):679–88, doi: 10.1037/amp0000118 Thibault Robert T. . The Psychology of Neurofeedback: Clinical Intervention Even if Applied Placebo . American Psychologist 2017 ; 72 ( 7 ): 679 – 88 , doi: 10.1037/amp0000118 Open DOISearch in Google Scholar

7. Robert T. Thibault et al. Neurofeedback with fMRI: A critical systematic review. NeuroImage 2018; 172:786–807, doi: 10.1016/j.neuroimage.2017.12.071 Thibault Robert T. . Neurofeedback with fMRI: A critical systematic review . NeuroImage 2018 ; 172 : 786 – 807 , doi: 10.1016/j.neuroimage.2017.12.071 Open DOISearch in Google Scholar

8. Gea Elena Spada et al. Heart Rate Variability Biofeedback in Cancer Patients: A Scoping Review. Behavioral Sciences 2022; 12, 389, doi: 10.3390/bs12100389 Spada Gea Elena . Heart Rate Variability Biofeedback in Cancer Patients: A Scoping Review . Behavioral Sciences 2022 ; 12 , 389 , doi: 10.3390/bs12100389 Open DOISearch in Google Scholar

9. Yoko Nagai et al. Galvanic Skin Response (GSR)/Electrodermal/Skin Conductance Biofeedback on Epilepsy: A Systematic Review and Meta-Analysis. Frontiers in Neurology 2019; 10, doi: 10.3389/fneur.2019.00377 Nagai Yoko . Galvanic Skin Response (GSR)/Electrodermal/Skin Conductance Biofeedback on Epilepsy: A Systematic Review and Meta-Analysis . Frontiers in Neurology 2019 ; 10 , doi: 10.3389/fneur.2019.00377 Open DOISearch in Google Scholar

10. Sebastian Skalski et al. Effects of hemoencephalographic biofeedback with virtual reality on selected aspects of attention in children with ADHD. International Journal of Psychophysiology 2021; 170:59–66, doi: 10.1016/j.ijpsycho.2021.10.001 Skalski Sebastian . Effects of hemoencephalographic biofeedback with virtual reality on selected aspects of attention in children with ADHD . International Journal of Psychophysiology 2021 ; 170 : 59 – 66 , doi: 10.1016/j.ijpsycho.2021.10.001 Open DOISearch in Google Scholar

11. Beth D Darnall et al. Self-Administered Skills-Based Virtual Reality Intervention for Chronic Pain: A Randomized Controlled Pilot Study. JMIR Form Res. 2020; 4(7):e17293, doi: 10.2196/17293 Darnall Beth D . Self-Administered Skills-Based Virtual Reality Intervention for Chronic Pain: A Randomized Controlled Pilot Study . JMIR Form Res . 2020 ; 4 ( 7 ) :e17293, doi: 10.2196/17293 Open DOISearch in Google Scholar

12. David E. J. Linden et al. Real-Time Self-Regulation of Emotion Networks in Patients with Depression. PLoS One 2012; 7(6):e38115, doi: 10.1371/journal.pone.0038115 Linden David E. J. . Real-Time Self-Regulation of Emotion Networks in Patients with Depression . PLoS One 2012 ; 7 ( 6 ) :e38115, doi: 10.1371/journal.pone.0038115 Open DOISearch in Google Scholar

13. V. C. Goessl et al. The effect of heart rate variability biofeedback training on stress and anxiety: a meta-analysis. Psychological Medicine 2017; 47(15):2578–86, doi: 10.1017/S0033291717001003 Goessl V. C. . The effect of heart rate variability biofeedback training on stress and anxiety: a meta-analysis . Psychological Medicine 2017 ; 47 ( 15 ): 2578 – 86 , doi: 10.1017/S0033291717001003 Open DOISearch in Google Scholar

14. Yanli Zhang-James et al. Evidence for similar structural brain anomalies in youth and adult attention-deficit/hyperactivity disorder: a machine learning analysis. Translational Psychiatry 2021; 11:82, doi: 10.1038/s41398-021-01201–4 Zhang-James Yanli . Evidence for similar structural brain anomalies in youth and adult attention-deficit/hyperactivity disorder: a machine learning analysis . Translational Psychiatry 2021 ; 11 : 82 , doi: 10.1038/s41398-021-01201–4 Open DOISearch in Google Scholar

15. Ranganatha Sitaram et al. Closed-loop brain training: the science of neurofeedback. Nat Rev Neurosci 2017; 18(2):86–100, doi: 10.1038/nrn.2016.164 Sitaram Ranganatha . Closed-loop brain training: the science of neurofeedback . Nat Rev Neurosci 2017 ; 18 ( 2 ): 86 – 100 , doi: 10.1038/nrn.2016.164 Open DOISearch in Google Scholar

16. Kana Okanoa et al. Real-time fMRI feedback impacts brain activation, results in auditory hallucinations reduction: Part 1: Superior temporal gyrus -Preliminary evidence-. Psychiatry Research 2020; 286:112862, doi: 10.1016/j.psychres.2020.112862 Okanoa Kana . Real-time fMRI feedback impacts brain activation, results in auditory hallucinations reduction: Part 1: Superior temporal gyrus -Preliminary evidence- . Psychiatry Research 2020 ; 286 : 112862 , doi: 10.1016/j.psychres.2020.112862 Open DOISearch in Google Scholar

17. Robert W. Cox et al. Real-Time Functional Magnetic Resonance Imaging. Magnetic Resonance Imaging 1995; 33(2):230–6, doi: 10.1002/mrm.1910330213 Cox Robert W. . Real-Time Functional Magnetic Resonance Imaging . Magnetic Resonance Imaging 1995 ; 33 ( 2 ): 230 – 6 , doi: 10.1002/mrm.1910330213 Open DOISearch in Google Scholar

18. Adrian M. Owen et al. Response to Comments on “Detecting Awareness in the Vegetative State”. Science 2007; 315(5816):1221–1, doi: 10.1126/science.11355 Owen Adrian M. . Response to Comments on “Detecting Awareness in the Vegetative State” . Science 2007 ; 315 ( 5816 ): 1221 – 1 , doi: 10.1126/science.11355 Open DOISearch in Google Scholar

19. Stephan F. Taylor & Meghan E. Martz. Real-time fMRI neurofeedback: the promising potential of brain-training technology to advance clinical neuroscience. Neuropsychopharmacology 2023; 48:238–9, doi: 10.1038/s41386-022-01397–z Taylor Stephan F. & Martz Meghan E. . Real-time fMRI neurofeedback: the promising potential of brain-training technology to advance clinical neuroscience . Neuropsychopharmacology 2023 ; 48 : 238 – 9 , doi: 10.1038/s41386-022-01397–z Open DOISearch in Google Scholar

20. Anita Tursic et al. A systematic review of fMRI neurofeedback reporting and effects in clinical populations. NeuroImage: Clinical 2020; 28:102496, doi: 10.1016/j.nicl.2020.102496 Tursic Anita . A systematic review of fMRI neurofeedback reporting and effects in clinical populations . NeuroImage: Clinical 2020 ; 28 : 102496 , doi: 10.1016/j.nicl.2020.102496 Open DOISearch in Google Scholar

21. Emily Dudek & David Dodell-Feder. The efficacy of real-time functional magnetic resonance imaging neurofeedback for psychiatric illness: A meta-analysis of brain and behavioral outcomes. Neuroscience & Biobehavioral Reviews 2021; 121:291–306, doi: 10.1016/j.neubiorev.2020.12.020 Dudek Emily & Dodell-Feder David . The efficacy of real-time functional magnetic resonance imaging neurofeedback for psychiatric illness: A meta-analysis of brain and behavioral outcomes . Neuroscience & Biobehavioral Reviews 2021 ; 121 : 291 – 306 , doi: 10.1016/j.neubiorev.2020.12.020 Open DOISearch in Google Scholar

22. Amelie Haugg, Tomas Ros, Rene Huster et al. Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies (CRED-nf checklist). Brain 2020; 143, doi: 10.1093/brain/awaa009 Haugg Amelie Ros Tomas Huster Rene . Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies (CRED-nf checklist) . Brain 2020 ; 143 , doi: 10.1093/brain/awaa009 Open DOISearch in Google Scholar

23. Samantha J Fede et al. A Guide to Literature Informed Decisions in the Design of Real Time fMRI Neurofeedback Studies: A Systematic Review. Front Hum Neurosci. 2020; 14, doi: 10.3389/fnhum.2020.00060 Fede Samantha J . A Guide to Literature Informed Decisions in the Design of Real Time fMRI Neurofeedback Studies: A Systematic Review . Front Hum Neurosci . 2020 ; 14 , doi: 10.3389/fnhum.2020.00060 Open DOISearch in Google Scholar

24. Cassandra Sampaio-Baptista et al. Neurofeedback fMRI in the motor system elicits 1 bi-directional changes in 2 activity and white-matter structure in the healthy adult human brain. Cell Reports 2020; 37(4):109890, doi: 10.1016/j.celrep.2021.109890 Sampaio-Baptista Cassandra . Neurofeedback fMRI in the motor system elicits 1 bi-directional changes in 2 activity and white-matter structure in the healthy adult human brain . Cell Reports 2020 ; 37 ( 4 ): 109890 , doi: 10.1016/j.celrep.2021.109890 Open DOISearch in Google Scholar

25. Anna Zilverstand et al. fMRI Neurofeedback Training for Increasing Anterior Cingulate Cortex Activation in Adult Attention Deficit Hyperactivity Disorder. An Exploratory Randomized, Single-Blinded Study. PLoS One 2017; 12(1):e0170795, doi: 10.1371/journal.pone.0170795 Zilverstand Anna . fMRI Neurofeedback Training for Increasing Anterior Cingulate Cortex Activation in Adult Attention Deficit Hyperactivity Disorder. An Exploratory Randomized, Single-Blinded Study . PLoS One 2017 ; 12 ( 1 ) :e0170795, doi: 10.1371/journal.pone.0170795 Open DOISearch in Google Scholar

26. Yury Koush et al. OpenNFT: An open-source Python/Matlab framework for real-time fMRI neurofeedback training based on activity, connectivity and multivariate pattern analysis. Neuroimage 2017; 156:489–503, doi: doi: 10.1016/j.neuroimage.2017.06.039 Koush Yury . OpenNFT: An open-source Python/Matlab framework for real-time fMRI neurofeedback training based on activity, connectivity and multivariate pattern analysis . Neuroimage 2017 ; 156 : 489 – 503 , doi: doi: 10.1016/j.neuroimage.2017.06.039 Open DOISearch in Google Scholar

27. Grant Wallace et al. RT-Cloud: A cloud-based software framework to simplify and standardize real-time fMRI. NeuroImage 2022; 257:119295, doi: 10.1016/j.neuroimage.2022.119295 Wallace Grant . RT-Cloud: A cloud-based software framework to simplify and standardize real-time fMRI . NeuroImage 2022 ; 257 : 119295 , doi: 10.1016/j.neuroimage.2022.119295 Open DOISearch in Google Scholar

28. D. Sukhodolsky et al. Randomized, sham-controlled trial of real-time fMRI neurofeedback for tics in adolescents with Tourette Syndrome. Biological Psychiatry 2019; 87(12):1063–70, doi: 10.1016/j.biopsych.2019.07.035 Sukhodolsky D. . Randomized, sham-controlled trial of real-time fMRI neurofeedback for tics in adolescents with Tourette Syndrome . Biological Psychiatry 2019 ; 87 ( 12 ): 1063 – 70 , doi: 10.1016/j.biopsych.2019.07.035 Open DOISearch in Google Scholar

29. Anna Zilverstand et al. fMRI neurofeedback facilitates anxiety regulation in females with spider phobia. Frontiers in Behavioral Neuroscience 2015; 9, doi: 10.3389/fnbeh.2015.00148 Zilverstand Anna . fMRI neurofeedback facilitates anxiety regulation in females with spider phobia . Frontiers in Behavioral Neuroscience 2015 ; 9 , doi: 10.3389/fnbeh.2015.00148 Open DOISearch in Google Scholar

30. Silvy H.P. Collin, Christian F. Doeller et al. Inducing a mental context for associative memory formation with realtime fMRI neurofeedback. Scientific Reports 2022; 12:21226, doi: 10.1038/s41598-022-25799–7 Collin Silvy H.P. Doeller Christian F. . Inducing a mental context for associative memory formation with realtime fMRI neurofeedback . Scientific Reports 2022 ; 12 : 21226 , doi: 10.1038/s41598-022-25799–7 Open DOISearch in Google Scholar

31. Sheut-Ling Lam et al. Double-blind, sham-controlled randomized trial testing the efficacy of fMRI neurofeedback on clinical and cognitive measures in children with ADHD. American Journal of Psychiatry 2022; 179 (12):947–58, doi: 10.1176/appi.ajp.21100999 Lam Sheut-Ling . Double-blind, sham-controlled randomized trial testing the efficacy of fMRI neurofeedback on clinical and cognitive measures in children with ADHD . American Journal of Psychiatry 2022 ; 179 ( 12 ): 947 – 58 , doi: 10.1176/appi.ajp.21100999 Open DOISearch in Google Scholar

32. Analucia A. Alegria et al. Real-Time fMRI Neurofeed-back in Adolescents with Attention Deficit Hyperactivity Disorder. Human Brain Mapping 2017; 38(6):3190–209, doi: 10.1002/hbm.23584 Alegria Analucia A. . Real-Time fMRI Neurofeed-back in Adolescents with Attention Deficit Hyperactivity Disorder . Human Brain Mapping 2017 ; 38 ( 6 ): 3190 – 209 , doi: 10.1002/hbm.23584 Open DOISearch in Google Scholar

33. Seyhmus Guler et al. Matched neurofeedback during fMRI differentially activates reward-related circuits in active and sham groups. Journal of Neuroimaging 2021; 31(5):947–55, doi: 10.1111/jon.12899 Guler Seyhmus . Matched neurofeedback during fMRI differentially activates reward-related circuits in active and sham groups . Journal of Neuroimaging 2021 ; 31 ( 5 ): 947 – 55 , doi: 10.1111/jon.12899 Open DOISearch in Google Scholar

34. Fukuda Megumi et al. Functional MRI neurofeedback training on connectivity between two regions induces long-lasting changes in intrinsic functional network. Front. Hum. Neurosci. 2015; 9(160), doi: 10.3389/fn-hum.2015.00160 Megumi Fukuda . Functional MRI neurofeedback training on connectivity between two regions induces long-lasting changes in intrinsic functional network . Front. Hum. Neurosci . 2015 ; 9 ( 160 ), doi: 10.3389/fn-hum.2015.00160 Open DOISearch in Google Scholar

35. Zhiying Zhao et al. Real-time functional connectivity-based neurofeedback of amygdala-frontal pathways reduces anxiety. Psychotherapy and Psychosomatics 2019; 88(1):5–15, doi: 10.1159/000496057 Zhao Zhiying . Real-time functional connectivity-based neurofeedback of amygdala-frontal pathways reduces anxiety . Psychotherapy and Psychosomatics 2019 ; 88 ( 1 ): 5 – 15 , doi: 10.1159/000496057 Open DOISearch in Google Scholar

36. Gustavo S P Pamplona et al. Network-based fMRI-neurofeedback training of sustained attention. NeuroImage 2020; 221:117194, doi: 10.1016/j.neuroimage.2020.117194 Pamplona Gustavo S P . Network-based fMRI-neurofeedback training of sustained attention . NeuroImage 2020 ; 221 : 117194 , doi: 10.1016/j.neuroimage.2020.117194 Open DOISearch in Google Scholar

37. Mariela Rance et al. Time course of clinical change following neurofeedback. Neuroimage 2018; 181:807–13, doi: 10.1016/j.neuroimage.2018.05.001 Rance Mariela . Time course of clinical change following neurofeedback . Neuroimage 2018 ; 181 : 807 – 13 , doi: 10.1016/j.neuroimage.2018.05.001 Open DOISearch in Google Scholar

38. Fabien Robineau et al. Maintenance of Voluntary Self-regulation Learned through Real-Time fMRI Neurofeedback. Front. Hum. Neurosci. 2017; 11(131), doi: 10.3389/fnhum.2017.00131 Robineau Fabien . Maintenance of Voluntary Self-regulation Learned through Real-Time fMRI Neurofeedback . Front. Hum. Neurosci . 2017 ; 11 ( 131 ), doi: 10.3389/fnhum.2017.00131 Open DOISearch in Google Scholar

39. Cassandra Sampaio-Baptista et al. White Matter Plasticity in the Adult Brain. Neuron 2017; 96(6):1239–51, doi: 10.1016/j.neuron.2017.11.026 Sampaio-Baptista Cassandra . White Matter Plasticity in the Adult Brain . Neuron 2017 ; 96 ( 6 ): 1239 – 51 , doi: 10.1016/j.neuron.2017.11.026 Open DOISearch in Google Scholar

40. Cassandra Sampaio-Baptista et al. fMRI neurofeedback in the motor system elicits bidirectional changes in activity and in white matter structure in the adult human brain. Cell reports 2021; 37(4):109890, doi: 10.1016/j.celrep.2021.109890 Sampaio-Baptista Cassandra . fMRI neurofeedback in the motor system elicits bidirectional changes in activity and in white matter structure in the adult human brain . Cell reports 2021 ; 37 ( 4 ): 109890 , doi: 10.1016/j.celrep.2021.109890 Open DOISearch in Google Scholar

41. Vincent Taschereau-Dumouchel et al. Real-Time Functional MRI in the Treatment of Mental Health Disorders. Annual Review of Clinical Psychology 2022; 18:125–54, doi: 10.1146/annurev-clinpsy-072220–014550 Taschereau-Dumouchel Vincent . Real-Time Functional MRI in the Treatment of Mental Health Disorders . Annual Review of Clinical Psychology 2022 ; 18 : 125 – 54 , doi: 10.1146/annurev-clinpsy-072220–014550 Open DOISearch in Google Scholar

42. Ikko Kimura et al. Efficacy of neurofeedback training for improving attentional performance in healthy adults: A systematic review and meta-analysis. Imaging Neuroscience 2024; 2:1–23, doi: 10.1162/imag_a_00053 Kimura Ikko . Efficacy of neurofeedback training for improving attentional performance in healthy adults: A systematic review and meta-analysis . Imaging Neuroscience 2024 ; 2 : 1 – 23 , doi: 10.1162/imag_a_00053 Open DOISearch in Google Scholar

43. Ryoji Onagawa et al. An investigation of the effectiveness of neurofeedback training on motor performance in healthy adults: A systematic review and meta-analysis. NeuroImage 2023; 270:120000, doi: 10.1016/j.neuroimage.2023.120000 Onagawa Ryoji . An investigation of the effectiveness of neurofeedback training on motor performance in healthy adults: A systematic review and meta-analysis . NeuroImage 2023 ; 270 : 120000 , doi: 10.1016/j.neuroimage.2023.120000 Open DOISearch in Google Scholar

44. Mohammed Gamil Mohammed Saif, et al. Clinical efficacy of neurofeedback protocols in treatment of Attention Deficit/Hyperactivity Disorder (ADHD): A systematic review. Psychiatry Research: Neuroimaging 2023; 335:111723, doi: 10.1016/j.pscychresns.2023.111723 Saif Mohammed Gamil Mohammed . Clinical efficacy of neurofeedback protocols in treatment of Attention Deficit/Hyperactivity Disorder (ADHD): A systematic review . Psychiatry Research: Neuroimaging 2023 ; 335 : 111723 , doi: 10.1016/j.pscychresns.2023.111723 Open DOISearch in Google Scholar

45. Richard K.J. Brown et al. Virtual Reality Tool Simulates MRI Experience. Tomography 2018; 4(3):95–8, doi: 10.18383/j.tom.2018.00023 Brown Richard K.J. . Virtual Reality Tool Simulates MRI Experience . Tomography 2018 ; 4 ( 3 ): 95 – 8 , doi: 10.18383/j.tom.2018.00023 Open DOISearch in Google Scholar

46. Stefan Liszio et al. Pengunaut trainer: a playful VR app to prepare children for MRI examinations: in-depth game design analysis. conference: IDC 2020 :470–82, doi: 10.1145/3392063.3394432 Liszio Stefan . Pengunaut trainer: a playful VR app to prepare children for MRI examinations: in-depth game design analysis . conference: IDC 2020 : 470 – 82 , doi: 10.1145/3392063.3394432 Open DOISearch in Google Scholar

47. Stefan Liszio et al. A Universe Inside the MRI Scanner: An In-Bore Virtual Reality Game for Children to Reduce Anxiety and Stress. conference: Chi Play 2020 :46–57, doi: 10.1145/3410404.3414263 Liszio Stefan . A Universe Inside the MRI Scanner: An In-Bore Virtual Reality Game for Children to Reduce Anxiety and Stress . conference: Chi Play 2020 : 46 – 57 , doi: 10.1145/3410404.3414263 Open DOISearch in Google Scholar

48. Rahul Goel et al. Framework for Accurate Classification of Self-Reported Stress From Multisession Functional MRI Data of Veterans With Posttraumatic Stress. Chronic Stress 2023; 7:24705470231203655, doi: 10.1177/24705470231203655 Goel Rahul . Framework for Accurate Classification of Self-Reported Stress From Multisession Functional MRI Data of Veterans With Posttraumatic Stress . Chronic Stress 2023 ; 7 :24705470231203655, doi: 10.1177/24705470231203655 Open DOISearch in Google Scholar

49. Muhammad Arifur Rahman et al. Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning. Brain Informatics 2023; 10(14), doi: 10.1186/s40708-023-00193-9 Rahman Muhammad Arifur . Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning . Brain Informatics 2023 ; 10 ( 14 ), doi: 10.1186/s40708-023-00193-9 Open DOISearch in Google Scholar

50. Jasmine I. Kerr et al. The effectiveness and user experience of a biofeedback intervention program for stress management supported by virtual reality and mobile technology: a randomized controlled study. BMC Digital Health 2023; 1:42, doi: 10.1186/s44247-023-00042–z Kerr Jasmine I. . The effectiveness and user experience of a biofeedback intervention program for stress management supported by virtual reality and mobile technology: a randomized controlled study . BMC Digital Health 2023 ; 1 : 42 , doi: 10.1186/s44247-023-00042–z Open DOISearch in Google Scholar

51. Christopher Lee Friesen et al. Home-based portable fNIRS-derived cortical laterality correlates with impairment and function in chronic stroke. Frontiers in Human Neuroscience 2023; 16, doi: 10.3389/fn-hum.2022.1023246 Friesen Christopher Lee . Home-based portable fNIRS-derived cortical laterality correlates with impairment and function in chronic stroke . Frontiers in Human Neuroscience 2023 ; 16 , doi: 10.3389/fn-hum.2022.1023246 Open DOISearch in Google Scholar

52. Daniel David et al. Why Cognitive Behavioral Therapy Is the Current Gold Standard of Psychotherapy. Frontiers in Psychiatry 2018; 9(4), doi: 10.3389/fpsyt.2018.00004 David Daniel . Why Cognitive Behavioral Therapy Is the Current Gold Standard of Psychotherapy . Frontiers in Psychiatry 2018 ; 9 ( 4 ), doi: 10.3389/fpsyt.2018.00004 Open DOISearch in Google Scholar

53. Heledd Hart et al. Meta-analysis of Functional Magnetic Resonance Imaging Studies of Inhibition and Attention in Attention-deficit/Hyperactivity Disorder. JAMA Psychiatry 2013; 70(2):185–98, doi: 10.1001/jamapsychiatry.2013.277 Hart Heledd . Meta-analysis of Functional Magnetic Resonance Imaging Studies of Inhibition and Attention in Attention-deficit/Hyperactivity Disorder . JAMA Psychiatry 2013 ; 70 ( 2 ): 185 – 98 , doi: 10.1001/jamapsychiatry.2013.277 Open DOISearch in Google Scholar

54. Katya Rubia et al. Effects of Stimulants on Brain Function in Attention-Deficit/Hyperactivity Disorder; A Systematic Review and Meta-Analysis. Biol. Psychiatry 2014; 76(8):616–28, doi: 10.1016/j.biopsych.2013.10.016 Rubia Katya . Effects of Stimulants on Brain Function in Attention-Deficit/Hyperactivity Disorder; A Systematic Review and Meta-Analysis . Biol. Psychiatry 2014 ; 76 ( 8 ): 616 – 28 , doi: 10.1016/j.biopsych.2013.10.016 Open DOISearch in Google Scholar

55. Charlotte L. Rae et al. A Bayesian Account of the Sensory-Motor Interactions Underlying Symptoms of Tourette Syndrome. Frontiers in Psychiatry 2019; 10(29), doi: 10.3389/fpsyt.2019.00029 Rae Charlotte L. . A Bayesian Account of the Sensory-Motor Interactions Underlying Symptoms of Tourette Syndrome . Frontiers in Psychiatry 2019 ; 10 ( 29 ), doi: 10.3389/fpsyt.2019.00029 Open DOISearch in Google Scholar

56. Nicole HL. Tourette’s syndrome: The role of attention and inhibitory mechanisms in the generation and management of tics. University College London 2020; PhD(thesis) Nicole HL. Tourette’s syndrome: The role of attention and inhibitory mechanisms in the generation and management of tics . University College London 2020 ; PhD(thesis) Search in Google Scholar

57. Westwood SJ et al. Transcranial direct current stimulation (tDCS) combined with cognitive training in adolescent boys with ADHD: a double-blind, randomised, sham-controlled trial. Psychological Medicine 2023; 53(2):497–512, doi: 10.1017/S0033291721001859 Westwood SJ . Transcranial direct current stimulation (tDCS) combined with cognitive training in adolescent boys with ADHD: a double-blind, randomised, sham-controlled trial . Psychological Medicine 2023 ; 53 ( 2 ): 497 – 512 , doi: 10.1017/S0033291721001859 Open DOISearch in Google Scholar

58. Kari Paulsrud et al. Tjenester til personer med autismespekterforstyrrelser og til personer med Tourettes syndrom. Helse- og omsorgsdepartementet 2020; 1(1) Paulsrud Kari . Tjenester til personer med autismespekterforstyrrelser og til personer med Tourettes syndrom . Helse- og omsorgsdepartementet 2020 ; 1 ( 1 ) Search in Google Scholar

59. Melina Aikaterini Malli et al. “Tourette’s Is a Lonely Place”: an Interpretative Phenomenological Analysis of the Personal Experience and Identity of Adults with Tourette’s Syndrome. Journal of Developmental and Physical Disabilities 2019; 31:819–45, doi: 10.1007/s10882-019-09676–2 Malli Melina Aikaterini . “Tourette’s Is a Lonely Place”: an Interpretative Phenomenological Analysis of the Personal Experience and Identity of Adults with Tourette’s Syndrome . Journal of Developmental and Physical Disabilities 2019 ; 31 : 819 – 45 , doi: 10.1007/s10882-019-09676–2 Open DOISearch in Google Scholar

60. Pål Surén et al. Tourettes syndrom hos barn i Norge. Tidsskr Nor Legeforen 2019; 139, doi: 10.4045/tidsskr.19.0411 Surén Pål . Tourettes syndrom hos barn i Norge . Tidsskr Nor Legeforen 2019 ; 139 , doi: 10.4045/tidsskr.19.0411 Open DOISearch in Google Scholar

61. Renata Rizzo et al. A Randomized Controlled Trial Comparing Behavioral, Educational, and Pharmacological Treatments in Youths With Chronic Tic Disorder or Tourette Syndrome. Frontiers in Psychiatry 2018; 9(100), doi: 10.3389/fpsyt.2018.00100 Rizzo Renata . A Randomized Controlled Trial Comparing Behavioral, Educational, and Pharmacological Treatments in Youths With Chronic Tic Disorder or Tourette Syndrome . Frontiers in Psychiatry 2018 ; 9 ( 100 ), doi: 10.3389/fpsyt.2018.00100 Open DOISearch in Google Scholar

62. Michal Novotny et al. Tourette Syndrome: A Mini-Review. Frontiers in Neurology 2018; 9, doi: 10.3389/fneur.2018.00139 Novotny Michal . Tourette Syndrome: A Mini-Review . Frontiers in Neurology 2018 ; 9 , doi: 10.3389/fneur.2018.00139 Open DOISearch in Google Scholar

63. Nissen JB et al. Combined habit reversal training and exposure response prevention in a group setting compared to individual training: a randomized controlled clinical trial. Eur Child Adolesc Psychiatry. 2019; 28(1):57–68, doi: 10.1007/s00787-018-1187–z Nissen JB . Combined habit reversal training and exposure response prevention in a group setting compared to individual training: a randomized controlled clinical trial . Eur Child Adolesc Psychiatry . 2019 ; 28 ( 1 ): 57 – 68 , doi: 10.1007/s00787-018-1187–z Open DOISearch in Google Scholar

64. Sabine Wilhelm et al. Habit Reversal Versus Supportive Psychotherapy for Tourette’s Disorder: A Randomized Controlled Trial. The American Journal of Psychiatry 2003; 160(6):1175–7, doi: 10.1176/appi.ajp.160.6.1175 Wilhelm Sabine . Habit Reversal Versus Supportive Psychotherapy for Tourette’s Disorder: A Randomized Controlled Trial . The American Journal of Psychiatry 2003 ; 160 ( 6 ): 1175 – 7 , doi: 10.1176/appi.ajp.160.6.1175 Open DOISearch in Google Scholar

65. Per Andrén et al. Therapist-guided and parent-guided internet-delivered behaviour therapy for paediatric Tourette’s disorder: a pilot randomised controlled trial with longterm follow-up. BMJ Open 2019; 9(2):e024685, doi: 10.1136/bmjopen-2018–024685 Andrén Per . Therapist-guided and parent-guided internet-delivered behaviour therapy for paediatric Tourette’s disorder: a pilot randomised controlled trial with longterm follow-up . BMJ Open 2019 ; 9 ( 2 ) :e024685, doi: 10.1136/bmjopen-2018–024685 Open DOISearch in Google Scholar

66. Douglas W. Woods et al. Tourettes Syndrom Ticskontrollerende trening. Manual for behandlere. Oxford University Press, 2008 Woods Douglas W. . Tourettes Syndrom Ticskontrollerende trening . Manual for behandlere . Oxford University Press , 2008 Search in Google Scholar

67. Chad T Wetterneck et al. An Evaluation of the Effectiveness of Exposure and Response Prevention on Repetitive Behaviors Associated with Tourette’s Syndrome. J Appl Behav Anal. 2006; 39(4):441–4, doi: 10.1901/jaba.2006.149–03 Wetterneck Chad T . An Evaluation of the Effectiveness of Exposure and Response Prevention on Repetitive Behaviors Associated with Tourette’s Syndrome . J Appl Behav Anal . 2006 ; 39 ( 4 ): 441 – 4 , doi: 10.1901/jaba.2006.149–03 Open DOISearch in Google Scholar

68. Denis G. Sukhodolsky et al. Moderators and predictors of response to behavior therapy for tics in Tourette syndrome. Neurology 2017; 88(11):1029–36, doi: 10.1212/WNL.0000000000003710 Sukhodolsky Denis G. . Moderators and predictors of response to behavior therapy for tics in Tourette syndrome . Neurology 2017 ; 88 ( 11 ): 1029 – 36 , doi: 10.1212/WNL.0000000000003710 Open DOISearch in Google Scholar

69. Rowshanak Hashemiyoon et al. Putting the Pieces Together in Gilles de la Tourette Syndrome: Exploring the Link Between Clinical Observations and the Biological Basis of Dysfunction. Brain Topography 2017; 30(1):3–29, doi: 10.1007/s10548-016-0525–z Hashemiyoon Rowshanak . Putting the Pieces Together in Gilles de la Tourette Syndrome: Exploring the Link Between Clinical Observations and the Biological Basis of Dysfunction . Brain Topography 2017 ; 30 ( 1 ): 3 – 29 , doi: 10.1007/s10548-016-0525–z Open DOISearch in Google Scholar

70. Todd M. Herrington et al. Mechanisms of deep brain stimulation. J Neurophysiology 2015; 115(1):19–38, doi: 10.1152/jn.00281.2015 Herrington Todd M. . Mechanisms of deep brain stimulation . J Neurophysiology 2015 ; 115 ( 1 ): 19 – 38 , doi: 10.1152/jn.00281.2015 Open DOISearch in Google Scholar

71. Nandakumar S. Narayanan et al. The Fastest Way to Stop: Inhibitory Control and IFG-STN Hyperdirect Connectivity. Neuron 2020; 106(4):549–51, doi: 10.1016/j.neuron.2020.04.017 Narayanan Nandakumar S. . The Fastest Way to Stop: Inhibitory Control and IFG-STN Hyperdirect Connectivity . Neuron 2020 ; 106 ( 4 ): 549 – 51 , doi: 10.1016/j.neuron.2020.04.017 Open DOISearch in Google Scholar

72. Andrea E. Cavanna et al. Tourette Syndrome and Consciousness of Action. Tremor Other Hyperkinet Mov 2013; 3:tre-03-181-4368–1, doi: 10.7916/D8PV6J33 Cavanna Andrea E. . Tourette Syndrome and Consciousness of Action . Tremor Other Hyperkinet Mov 2013 ; 3:tre-03-181-4368–1, doi: 10.7916/D8PV6J33 Open DOISearch in Google Scholar

73. Irene Neuner et al. Imaging the where and when of tic generation and resting state networks in adult Tourette patients. Frontiers in Human Neuroscience 2014; 8(362), doi: 10.3389/fnhum.2014.00362 Neuner Irene . Imaging the where and when of tic generation and resting state networks in adult Tourette patients . Frontiers in Human Neuroscience 2014 ; 8 ( 362 ), doi: 10.3389/fnhum.2014.00362 Open DOISearch in Google Scholar

74. Norman L. J. et al. Structural and Functional Brain Abnormalities in Attention-Deficit/Hyperactivity Disorder and Obsessive-Compulsive Disorder: A Comparative Meta-analysis. JAMA Psychiatry. 2016; 73(8):815–25, doi: 10.1001/jamapsychiatry.2016.0700 Norman L. J. . Structural and Functional Brain Abnormalities in Attention-Deficit/Hyperactivity Disorder and Obsessive-Compulsive Disorder: A Comparative Meta-analysis . JAMA Psychiatry . 2016 ; 73 ( 8 ): 815 – 25 , doi: 10.1001/jamapsychiatry.2016.0700 Open DOISearch in Google Scholar

75. Witney Chen et al. Prefrontal-Subthalamic Hyperdirect Pathway Modulates Movement Inhibition in Humans. Neuron 2020; 106(4):579–88, doi: 10.1016/j.neuron.2020.02.012 Chen Witney . Prefrontal-Subthalamic Hyperdirect Pathway Modulates Movement Inhibition in Humans . Neuron 2020 ; 106 ( 4 ): 579 – 88 , doi: 10.1016/j.neuron.2020.02.012 Open DOISearch in Google Scholar

76. Rune Boen et al. Inhibitory Control and the Structural Parcelation of the Right Inferior Frontal Gyrus. Frontiers in Human Neuroscience 2022; 16, doi: 10.3389/fn-hum.2022.787079 Boen Rune . Inhibitory Control and the Structural Parcelation of the Right Inferior Frontal Gyrus . Frontiers in Human Neuroscience 2022 ; 16 , doi: 10.3389/fn-hum.2022.787079 Open DOISearch in Google Scholar

77. Eric Krokos et al. Virtual memory palaces: immersion aids recall. Virtual Reality 2018; 23:1–15, doi: 10.1007/s10055-018-0346–3 Krokos Eric . Virtual memory palaces: immersion aids recall . Virtual Reality 2018 ; 23 : 1 – 15 , doi: 10.1007/s10055-018-0346–3 Open DOISearch in Google Scholar

78. Yeon Soon Shin et al. Context-dependent memory effects in two immersive virtual reality environments: On Mars and underwater. Psychonomic Bulletin & Review 2020; 28(12):574–82, doi: 10.3758/s13423-020-01835–3 Shin Yeon Soon . Context-dependent memory effects in two immersive virtual reality environments: On Mars and underwater . Psychonomic Bulletin & Review 2020 ; 28 ( 12 ): 574 – 82 , doi: 10.3758/s13423-020-01835–3 Open DOISearch in Google Scholar

79. Stavros Skouras et al. Earliest amyloid and tau deposition modulate the influence of limbic networks during closed-loop hippocampal downregulation. Brain 2020; 143(3):976–92, doi: 10.1093/brain/awaa011 Skouras Stavros . Earliest amyloid and tau deposition modulate the influence of limbic networks during closed-loop hippocampal downregulation . Brain 2020 ; 143 ( 3 ): 976 – 92 , doi: 10.1093/brain/awaa011 Open DOISearch in Google Scholar

80. Megan T. deBettencourt et al. Neurofeedback helps to reveal a relationship between context reinstatement and memory retrieval. Neuroimage 2019; 200:292–301, doi: 10.1016/j.neuroimage.2019.06.001 deBettencourt Megan T. . Neurofeedback helps to reveal a relationship between context reinstatement and memory retrieval . Neuroimage 2019 ; 200 : 292 – 301 , doi: 10.1016/j.neuroimage.2019.06.001 Open DOISearch in Google Scholar

81. Martine Hoogman et al. Consortium neuroscience of attention deficit/hyperactivity disorder and autism spectrum disorder: The ENIGMA adventure. Human Brain Mapping 2020; 43(1):37–55, doi: 10.1002/hbm.25029 Hoogman Martine . Consortium neuroscience of attention deficit/hyperactivity disorder and autism spectrum disorder: The ENIGMA adventure . Human Brain Mapping 2020 ; 43 ( 1 ): 37 – 55 , doi: 10.1002/hbm.25029 Open DOISearch in Google Scholar

82. Hyun-Chul Kim et al. Mediation analysis of triple networks revealed functional feature of mindfulness from real-time fMRI neurofeedback. NeuroImage 2019; 195:409–32, doi: 10.1016/j.neuroimage.2019.03.066 Kim Hyun-Chul . Mediation analysis of triple networks revealed functional feature of mindfulness from real-time fMRI neurofeedback . NeuroImage 2019 ; 195 : 409 – 32 , doi: 10.1016/j.neuroimage.2019.03.066 Open DOISearch in Google Scholar

83. Pradyumna Sepulveda et al. How feedback, motor imagery, and reward influence brain self-regulation using real-time fMRI. Hum Brain Mapp. 2016; 37(9):3153–71, doi: 10.1002/hbm.23228 Sepulveda Pradyumna . How feedback, motor imagery, and reward influence brain self-regulation using real-time fMRI . Hum Brain Mapp . 2016 ; 37 ( 9 ): 3153 – 71 , doi: 10.1002/hbm.23228 Open DOISearch in Google Scholar

84. Amelie Haugg et al. Predictors of real-time fMRI neurofeedback performance and improvement - A machine learning mega-analysis. Neuroimage 2021; 237:118207, doi: 10.1016/j.neuroimage.2021.118207 Haugg Amelie . Predictors of real-time fMRI neurofeedback performance and improvement - A machine learning mega-analysis . Neuroimage 2021 ; 237 : 118207 , doi: 10.1016/j.neuroimage.2021.118207 Open DOISearch in Google Scholar

85. Kathrin Cohen Kadosh & Graham Staunton. A systematic review of the psychological factors that influence neurofeedback learning outcomes. Neuroimage 2019; 185:545–55, doi: 10.1016/j.neuroimage.2018.10.021 Kadosh Kathrin Cohen & Staunton Graham . A systematic review of the psychological factors that influence neurofeedback learning outcomes . Neuroimage 2019 ; 185 : 545 – 55 , doi: 10.1016/j.neuroimage.2018.10.021 Open DOISearch in Google Scholar

86. John Ashburner et al. PRoNTo Manual. Machine Learning & Neuroimaging Laboratory 2018; Computer Science Department:UCL Ashburner John . PRoNTo Manual . Machine Learning & Neuroimaging Laboratory 2018 ; Computer Science Department:UCL Search in Google Scholar

87. J.Sugar, May-Britt Moser. Episodic memory: Neuronal codes for what, where, and when. Hippocampus 2019; 29(12):1190–205, doi: 10.1002/hipo.23132 Sugar J. Moser May-Britt . Episodic memory: Neuronal codes for what, where, and when . Hippocampus 2019 ; 29 ( 12 ): 1190 – 205 , doi: 10.1002/hipo.23132 Open DOISearch in Google Scholar

88. Henrica M. A. de Bie et al. Preparing children with a mock scanner training protocol results in high quality structural and functional MRI scans. European Journal of Pediatrics 2010; 169(9):1079–85, doi: 10.1007/s00431-010-1181–z de Bie Henrica M. A. . Preparing children with a mock scanner training protocol results in high quality structural and functional MRI scans . European Journal of Pediatrics 2010 ; 169 ( 9 ): 1079 – 85 , doi: 10.1007/s00431-010-1181–z Open DOISearch in Google Scholar

89. Dulce Romero-Ayuso et al. Effectiveness of Virtual Reality-Based Interventions for Children and Adolescents with ADHD: A Systematic Review and Meta-Analysis. Children 2021; 8(2):70, doi: 10.3390/children8020070’ Romero-Ayuso Dulce . Effectiveness of Virtual Reality-Based Interventions for Children and Adolescents with ADHD: A Systematic Review and Meta-Analysis . Children 2021 ; 8 ( 2 ): 70 , doi: 10.3390/children8020070 ’ Open DOISearch in Google Scholar

90. Dongha Lee et al. Neurofeedback learning for mental practice rather than repetitive practice improves neural pattern consistency and functional network efficiency in the subsequent mental motor execution. Neuroimage 2019; 188:680–93, doi: 10.1016/j.neuroimage.2018.12.055 Lee Dongha . Neurofeedback learning for mental practice rather than repetitive practice improves neural pattern consistency and functional network efficiency in the subsequent mental motor execution . Neuroimage 2019 ; 188 : 680 – 93 , doi: 10.1016/j.neuroimage.2018.12.055 Open DOISearch in Google Scholar

91. Yury Koush et al. Real-time fMRI data for testing Open-NFT functionality. Neuroimage 2017; 156:489–503, doi: 10.1016/j.dib.2017.07.049 Koush Yury . Real-time fMRI data for testing Open-NFT functionality . Neuroimage 2017 ; 156 : 489 – 503 , doi: 10.1016/j.dib.2017.07.049 Open DOISearch in Google Scholar

92. Franziska Weiss et al. Using mind control to modify cue-reactivity in AUD: the impact of mindfulness-based relapse prevention on real-time fMRI neurofeedback to modify cue-reactivity in alcohol use disorder: a randomized controlled trial. BCM Psychiatry 2020; 20(1):309, doi: 10.1186/s12888-020-02717–7 Weiss Franziska . Using mind control to modify cue-reactivity in AUD: the impact of mindfulness-based relapse prevention on real-time fMRI neurofeedback to modify cue-reactivity in alcohol use disorder: a randomized controlled trial . BCM Psychiatry 2020 ; 20 ( 1 ): 309 , doi: 10.1186/s12888-020-02717–7 Open DOISearch in Google Scholar

93. Xin Di & Bharat B. Biswal. A functional MRI pre-processing and quality control protocol based on statistical parametric mapping (SPM) and MATLAB. Frontiers in Neuroimaging 2023; 1, doi:10.3389/fnimg.2022.1070151 Di Xin & Biswal Bharat B. . A functional MRI pre-processing and quality control protocol based on statistical parametric mapping (SPM) and MATLAB . Frontiers in Neuroimaging 2023 ; 1 , doi: 10.3389/fnimg.2022.1070151 Open DOISearch in Google Scholar

94. Paul A. Yushkevich et al. ITK-SNAP. 2020. Available from: http://www.itksnap.org/pmwiki/pmwiki.php?n=Main.HomePage Yushkevich Paul A. . ITK-SNAP . 2020 . Available from: http://www.itksnap.org/pmwiki/pmwiki.php?n=Main.HomePage Search in Google Scholar

95. NITRC. MRICron. 2019 NITRC. MRICron . 2019 Search in Google Scholar

96. NITRC. WFU Pickatlas. 2020. Available from: https://www.nitrc.org/projects/wfu_pickatlas/ NITRC. WFU Pickatlas . 2020 . Available from: https://www.nitrc.org/projects/wfu_pickatlas/ Search in Google Scholar

97. Katya Rubia et al. Functional connectivity changes associated with fMRI neurofeedback of right inferior frontal cortex in adolescents with ADHD. NeuroImage 2019; 188:43–58, doi: 10.1016/j.neuroimage.2018.11.055 Rubia Katya . Functional connectivity changes associated with fMRI neurofeedback of right inferior frontal cortex in adolescents with ADHD . NeuroImage 2019 ; 188 : 43 – 58 , doi: 10.1016/j.neuroimage.2018.11.055 Open DOISearch in Google Scholar

98. Katrin Amunts et al. Julich-Brain: A 3D probabilistic atlas of the human brain’s cytoarchitecture. Science 2020; 369(6506):988–92, doi: 10.1126/science.abb4588 Amunts Katrin . Julich-Brain: A 3D probabilistic atlas of the human brain’s cytoarchitecture . Science 2020 ; 369 ( 6506 ): 988 – 92 , doi: 10.1126/science.abb4588 Open DOISearch in Google Scholar

99. Salim Al-Wasity et al. Upregulation of Supplementary Motor Area Activation with fMRI Neurofeedback during Motor Imagery. eNeuro 2021; 8(1), doi: 10.1523/ENEURO.0377-18.2020 Al-Wasity Salim . Upregulation of Supplementary Motor Area Activation with fMRI Neurofeedback during Motor Imagery . eNeuro 2021 ; 8 ( 1 ), doi: 10.1523/ENEURO.0377-18.2020 Open DOISearch in Google Scholar

100. Mats Fredriksen, et al. Long-term Pharmacotherapy of Adults with Attention-Deficit Hyperactivity Disorder (ADHD): A Literature Review and Clinical Study. Basic & Clinical Pharmacology & Toxicology 2015; 118(1):23–31, doi: 10.1111/bcpt.12477. Fredriksen Mats . Long-term Pharmacotherapy of Adults with Attention-Deficit Hyperactivity Disorder (ADHD): A Literature Review and Clinical Study . Basic & Clinical Pharmacology & Toxicology 2015 ; 118 ( 1 ): 23 – 31 , doi: 10.1111/bcpt.12477. Open DOISearch in Google Scholar

101. Mats Fredriksen et al. Pharmacological Treatment of Adult Attention-Deficit/Hyperactivity Disorder (ADHD) in a Longitudinal Observational Study: Estimated Treatment Effect Strengthened by Improved Covariate Balance. Open Journal of Statistics 2017; 7:988–1012, doi: 10.4236/ojs.2017.76070 Fredriksen Mats . Pharmacological Treatment of Adult Attention-Deficit/Hyperactivity Disorder (ADHD) in a Longitudinal Observational Study: Estimated Treatment Effect Strengthened by Improved Covariate Balance . Open Journal of Statistics 2017 ; 7 : 988 – 1012 , doi: 10.4236/ojs.2017.76070 Open DOISearch in Google Scholar

102. EBRAINS. Probabilistic Brain Atlas. 2023. Available from: https://julich-brain-atlas.de/atlas/probabilistic-maps [Accessed on: 2023 Jan 24] EBRAINS . Probabilistic Brain Atlas . 2023 . Available from: https://julich-brain-atlas.de/atlas/probabilistic-maps [Accessed on: 2023 Jan 24] Search in Google Scholar

103. David M. A. Mehler et al. Graded fMRI Neurofeedback Training of Motor Imagery in Middle Cerebral Artery Stroke Patients: A Preregistered Proof-of-Concept Study. Front. Hum. Neurosci. 2020; 14:226, doi: 10.3389/fnhum.2020.00226 Mehler David M. A. . Graded fMRI Neurofeedback Training of Motor Imagery in Middle Cerebral Artery Stroke Patients: A Preregistered Proof-of-Concept Study . Front. Hum. Neurosci . 2020 ; 14 : 226 , doi: 10.3389/fnhum.2020.00226 Open DOISearch in Google Scholar

104. Aurelio Cortese et al. The DecNef collection, fMRI data from closed-loop decoded neurofeedback experiments. Scientific Data 2021; 8(65), doi: 10.1038/s41597-021-00845-7 Cortese Aurelio . The DecNef collection, fMRI data from closed-loop decoded neurofeedback experiments . Scientific Data 2021 ; 8 ( 65 ), doi: 10.1038/s41597-021-00845-7 Open DOISearch in Google Scholar

105. Lab G. Acquiring DICOM images in real-time. 2019. Available from: https://gallantlab.github.io/realtimefmri/scanning/network.html Lab G . Acquiring DICOM images in real-time . 2019 . Available from: https://gallantlab.github.io/realtimefmri/scanning/network.html Search in Google Scholar

106. Susan Whitfield-Gabrieli & Alfonso Nieto-Castanon. Conn: A functional connectivity toolbox for correlated and anticorrelated brain networks. Brain connectivity 2012; 2(3):125–41, doi: 10.1089/brain.2012.0073 Whitfield-Gabrieli Susan & Nieto-Castanon Alfonso . Conn: A functional connectivity toolbox for correlated and anticorrelated brain networks . Brain connectivity 2012 ; 2 ( 3 ): 125 – 41 , doi: 10.1089/brain.2012.0073 Open DOISearch in Google Scholar

107. Nieto-Castanon A. Handbook of functional connectivity Magnetic Resonance Imaging methods in CONN. 2020 Feb Nieto-Castanon A. Handbook of functional connectivity Magnetic Resonance Imaging methods in CONN . 2020 Feb Search in Google Scholar

108. J. Schrouff et al. PRoNTo: Pattern Recognition for Neuroimaging Toolbox. Neuroinformatics 2013; 11:319–37, doi: 10.1007/s12021-013-9178–1 Schrouff J. . PRoNTo: Pattern Recognition for Neuroimaging Toolbox . Neuroinformatics 2013 ; 11 : 319 – 37 , doi: 10.1007/s12021-013-9178–1 Open DOISearch in Google Scholar

109. Epifanio Bagarinao et al. Improving Real-Time Brain State Classification of Motor Imagery Tasks During Neurofeedback Training. Frontiers in Neuroscience 2020; 14, doi:10.3389/fnins.2020.00623 Bagarinao Epifanio . Improving Real-Time Brain State Classification of Motor Imagery Tasks During Neurofeedback Training . Frontiers in Neuroscience 2020 ; 14 , doi: 10.3389/fnins.2020.00623 Open DOISearch in Google Scholar

110. Nikita Davydov et al. Real-time and Recursive Estimators for Functional MRI Quality Assessment. Neuroinformatics 2022; 20(4):897–917, doi: 10.1007/s12021-022-09582–7 Davydov Nikita . Real-time and Recursive Estimators for Functional MRI Quality Assessment . Neuroinformatics 2022 ; 20 ( 4 ): 897 – 917 , doi: 10.1007/s12021-022-09582–7 Open DOISearch in Google Scholar

111. Meryem A. Yücel et al. Functional Near Infrared Spectroscopy: Enabling routine functional brain imaging. Current Opinion in Biomedical Enfineering 2017; 4: 78-86, doi: 10.1016/j.cobme.2017.09.011 Yücel Meryem A. . Functional Near Infrared Spectroscopy: Enabling routine functional brain imaging . Current Opinion in Biomedical Enfineering 2017 ; 4 : 78 - 86 , doi: 10.1016/j.cobme.2017.09.011 Open DOISearch in Google Scholar

112. Oshin Tyagi et al. Neural Signatures of Handgrip Fatigue in Type 1 Diabetic Men and Women. Frontiers in Human Neuroscience 2020; 14, doi:10.3389/fnhum.2020.564969 Tyagi Oshin . Neural Signatures of Handgrip Fatigue in Type 1 Diabetic Men and Women . Frontiers in Human Neuroscience 2020 ; 14 , doi: 10.3389/fnhum.2020.564969 Open DOISearch in Google Scholar

113. João Pereira et al. Multimodal assessment of the spatial correspondence between fNIRS and fMRI hemodynamic responses in motor tasks. Scientific Reports 2023; 13:2244, doi: 10.1038/s41598-023-29123-9 Pereira João . Multimodal assessment of the spatial correspondence between fNIRS and fMRI hemodynamic responses in motor tasks . Scientific Reports 2023 ; 13 : 2244 , doi: 10.1038/s41598-023-29123-9 Open DOISearch in Google Scholar

114. Franziska Klein et al. fMRI-based validation of continuous-wave fNIRS of supplementary motor area activation during motor execution and motor imagery. Scientific Reports 2022; 12:3570, doi: 10.1038/s41598-022-06519-7 Klein Franziska . fMRI-based validation of continuous-wave fNIRS of supplementary motor area activation during motor execution and motor imagery . Scientific Reports 2022 ; 12 : 3570 , doi: 10.1038/s41598-022-06519-7 Open DOISearch in Google Scholar

115. Charlotte Piau et al. Cortical hemodynamic mechanisms of reversal learning using high-resolution functional near-infrared spectroscopy: A pilot study. Neurophysiologie Clinique 2021; 51(5):409–24, doi: 10.1016/j.neucli.2021.08.001 Piau Charlotte . Cortical hemodynamic mechanisms of reversal learning using high-resolution functional near-infrared spectroscopy: A pilot study . Neurophysiologie Clinique 2021 ; 51 ( 5 ): 409 – 24 , doi: 10.1016/j.neucli.2021.08.001 Open DOISearch in Google Scholar

116. Jake D. Rieke et al. Development of a combined, sequential real-time fMRI and fNIRS neurofeedback system to enhance motor learning after stroke. Journal of Neuroscience Methods 2020; 341:108719, doi: 10.1016/j.jneumeth.2020.108719 Rieke Jake D. . Development of a combined, sequential real-time fMRI and fNIRS neurofeedback system to enhance motor learning after stroke . Journal of Neuroscience Methods 2020 ; 341 : 108719 , doi: 10.1016/j.jneumeth.2020.108719 Open DOISearch in Google Scholar

117. Avi K. Matarasso et al. Combined real-time fMRI and real time fNIRS brain computer interface (BCI): Training of volitional wrist extension after stroke, a case series pilot study. PLos One 2021; 16(5):e0250431, doi: 10.1371/journal.pone.0250431 Matarasso Avi K. . Combined real-time fMRI and real time fNIRS brain computer interface (BCI): Training of volitional wrist extension after stroke, a case series pilot study . PLos One 2021 ; 16 ( 5 ) :e0250431, doi: 10.1371/journal.pone.0250431 Open DOISearch in Google Scholar

118. Wen-Jun Wu et al. A parallel-group study of near-infrared spectroscopy-neurofeedback in children with attention deficit hyperactivity disorder. Psychiatry Research 2022; 309:114364, doi: 10.1016/j.psychres.2021.114364 Wu Wen-Jun . A parallel-group study of near-infrared spectroscopy-neurofeedback in children with attention deficit hyperactivity disorder . Psychiatry Research 2022 ; 309 : 114364 , doi: 10.1016/j.psychres.2021.114364 Open DOISearch in Google Scholar

119. Douglas Teixeira Leffa et al. Transcranial Direct Current Stimulation vs Sham for the Treatment of Inattention in Adults With Attention-Deficit/Hyperactivity Disorder: The TUNED Randomized Clinical Trial. JAMA Psychiatry 2022; 79(9):847–56, doi:10.1001/jamapsychiatry.2022.2055 Leffa Douglas Teixeira . Transcranial Direct Current Stimulation vs Sham for the Treatment of Inattention in Adults With Attention-Deficit/Hyperactivity Disorder: The TUNED Randomized Clinical Trial . JAMA Psychiatry 2022 ; 79 ( 9 ): 847 – 56 , doi: 10.1001/jamapsychiatry.2022.2055 Open DOISearch in Google Scholar

120. Sherwood M. S. et al. A Protocol for the Administration of Real-Time fMRI Neurofeedback Training. J Vis Exp. 2017; 126:55543, doi: 10.3791/55543 Sherwood M. S. . A Protocol for the Administration of Real-Time fMRI Neurofeedback Training . J Vis Exp . 2017 ; 126 : 55543 , doi: 10.3791/55543 Open DOISearch in Google Scholar