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Professor Robert Leech

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  1. Selection entropy: the information hidden within neuronal patterns

    Fagerholm, E., Dezhina, Z., Moran, R., Friston, K., Turkheimer, F. & Leech, R., 19 May 2023, (Accepted/In press) In: Physical Review Research.

    Research output: Contribution to journal › Article › peer-review

  2. A primer on entropy in neuroscience

    Fagerholm, E., Dezhina, Z., Moran, R., Turkheimer, F. & Leech, R., 29 Jan 2023, (Accepted/In press) In: Neuroscience and Biobehavioral Reviews.

    Research output: Contribution to journal › Review article › peer-review

  3. From mechanisms to markers: novel noninvasive EEG proxy markers of the neural excitation and inhibition system in humans

    Ahmad, J., Ellis, C., Leech, R., Voytek, B., Garces, P., Jones, E., Buitelaar, J., Loth, E., Pascoa dos Santos, F., Amil, A., Verschure, P., Murphy, D. & McAlonan, G., 8 Nov 2022, In: Translational psychiatry. 12, 1, 467.

    Research output: Contribution to journal › Review article › peer-review

  4. Proving and improving the reliability of infant research with neuroadaptive Bayesian optimization

    Gui, A., Throm, E. V., da Costa, P. F., Haartsen, R., Leech, R. & Jones, E. J. H., 1 Sep 2022, In: INFANT AND CHILD DEVELOPMENT. 31, 5, e2323.

    Research output: Contribution to journal › Comment/debate › peer-review

  5. Tissue volume estimation and age prediction using rapid structural brain scans

    Hobday, H., Cole, J. H., Stanyard, R. A., Daws, R. E., Giampietro, V., O'Daly, O., Leech, R. & Váša, F., 14 Jul 2022, In: Scientific Reports. 12, 1, p. 12005 12005.

    Research output: Contribution to journal › Article › peer-review

  6. A guided multiverse study of neuroimaging analyses

    Dafflon, J., F Da Costa, P., Váša, F., Monti, R. P., Bzdok, D., Hellyer, P. J., Turkheimer, F., Smallwood, J., Jones, E. & Leech, R., 29 Jun 2022, In: Nature Communications. 13, 1, p. 3758 3758.

    Research output: Contribution to journal › Article › peer-review

  7. Rapid processing and quantitative evaluation of structural brain scans for adaptive multimodal imaging

    Váša, F., Hobday, H., Stanyard, R. A., Daws, R. E., Giampietro, V., O'Daly, O., Lythgoe, D. J., Seidlitz, J., Skare, S., Williams, S. C. R., Marquand, A. F., Leech, R. & Cole, J. H., 24 Dec 2021, (E-pub ahead of print) In: Human Brain Mapping. 43, 5

    Research output: Contribution to journal › Article › peer-review

  8. Estimating anisotropy directly via neural timeseries

    Fagerholm, E., Foulkes, W. M. C., Gallero-Salas, Y., Helmchen, F., Moran, R., Friston, K. & Leech, R., 6 Dec 2021, (Accepted/In press) In: Journal of Computational Neuroscience.

    Research output: Contribution to journal › Article › peer-review

  9. "it's not rocket science" and "it's not brain surgery" - "it's a walk in the park": Prospective comparative study

    Usher, I., Hellyer, P., Lee, K. S., Leech, R., Hampshire, A., Alamri, A. & Chari, A., 1 Dec 2021, In: The BMJ. 375, e067883.

    Research output: Contribution to journal › Article › peer-review

  10. Investigating the interaction between white matter and brain state on tDCS-induced changes in brain network activity

    Kurtin, D. L., Violante, I. R., Zimmerman, K., Leech, R., Hampshire, A., Patel, M. C., Carmichael, D. W., Sharp, D. J. & Li, L. M., 1 Sep 2021, In: Brain Stimulation. 14, 5, p. 1261-1270 10 p.

    Research output: Contribution to journal › Article › peer-review

  11. The default mode network in cognition: a topographical perspective

    Smallwood, J., Bernhardt, B. C., Leech, R., Bzdok, D., Jefferies, E. & Margulies, D. S., Aug 2021, In: Nature Reviews Neuroscience. 22, 8, p. 503-513 11 p.

    Research output: Contribution to journal › Review article › peer-review

  12. Rendering neuronal state equations compatible with the principle of stationary action

    Fagerholm, E., Foulkes, W. M. C., Friston, K., Moran, R. & Leech, R., 23 Jul 2021, (Accepted/In press) In: Journal of Mathematical Neuroscience.

    Research output: Contribution to journal › Article › peer-review

  13. A Bayesian optimization approach for rapidly mapping residual network function in stroke

    Lorenz, R., Johal, M., Dick, F., Hampshire, A., Leech, R. & Geranmayeh, F., 1 Jul 2021, In: Brain. 144, 7, p. 2120-2134 15 p.

    Research output: Contribution to journal › Article › peer-review

  14. Fine-tuning neural excitation/inhibition for tailored ketamine use in treatment-resistant depression

    Fagerholm, E. D., Leech, R., Williams, S., Zarate, C. A., Moran, R. J. & Gilbert, J. R., 29 May 2021, In: Translational psychiatry. 11, 1, p. 335 335.

    Research output: Contribution to journal › Article › peer-review

  15. Neural systems under change of scale

    Fagerholm, E., Foulkes, W. M. C., Gallero-Salas, Y., Helmchen, F., Friston, K., Leech, R. & Moran, R., 26 Mar 2021, (Accepted/In press) In: Frontiers in Computational Neuroscience.

    Research output: Contribution to journal › Article › peer-review

  16. Cognitive control network connectivity differentially disrupted in treatment resistant schizophrenia: Impaired cognitive control connectivity in treatment-resistant schizophrenia

    Horne, C., Vanes, L., Verneuil, T., Mouchlianitis, E., Szentgyorgyi, T., Averbeck, B. B., Leech, R., Moran, R. & Shergill, S., 24 Mar 2021, (E-pub ahead of print) In: NeuroImage: Clinical.

    Research output: Contribution to journal › Article › peer-review

  17. The neural correlates of ongoing conscious thought

    Smallwood, J., Turnbull, A., Wang, H. T., Ho, N. S. P., Poerio, G. L., Karapanagiotidis, T., Konu, D., Mckeown, B., Zhang, M., Murphy, C., Vatansever, D., Bzdok, D., Konishi, M., Leech, R., Seli, P., Schooler, J. W., Bernhardt, B., Margulies, D. S. & Jefferies, E., 19 Mar 2021, In: iScience. 24, 3, 102132.

    Research output: Contribution to journal › Review article › peer-review

  18. A Complex Systems Perspective on Neuroimaging Studies of Behavior and Its Disorders

    Turkheimer, F. E., Rosas, F. E., Dipasquale, O., Martins, D., Fagerholm, E. D., Expert, P., Váša, F., Lord, L-D. & Leech, R., 16 Feb 2021, (E-pub ahead of print) In: Neuroscientist. p. 1073858421994784

    Research output: Contribution to journal › Review article › peer-review

  19. Reductions in task positive neural systems occur with the passage of time and are associated with changes in ongoing thought

    Turnbull, A., Karapanagiotidis, T., Wang, H. T., Bernhardt, B. C., Leech, R., Margulies, D., Schooler, J., Jefferies, E. & Smallwood, J., 1 Dec 2020, In: Scientific Reports. 10, 1, 9912.

    Research output: Contribution to journal › Article › peer-review

  20. Neural diffusivity and pre-emptive epileptic seizure intervention

    Fagerholm, E. D., Tangwiriyasakul, C., Friston, K. J., Violante, I. R., Williams, S., Carmichael, D. W., Perani, S., Turkheimer, F. E., Moran, R. J., Leech, R. & Richardson, M. P., Dec 2020, In: PLoS Computational Biology. 16, 11, e1008448.

    Research output: Contribution to journal › Article › peer-review

  21. An automated machine learning approach to predict brain age from cortical anatomical measures

    De Faria Dafflon, J., Diaz Sanz, W. H., Turkheimer, F. E., Cole, J. H., Leech, R., Harris, M. A., Cox, S., Whalley, H. C., McIntosh, A. & Hellyer, P. J., 1 Sep 2020, In: Human Brain Mapping. 41, 13, p. 3555-3566 12 p.

    Research output: Contribution to journal › Article › peer-review

  22. The psychological correlates of distinct neural states occurring during wakeful rest

    Smallwood, J., Leech, R. & Karapanagiotidis, T., 27 Jul 2020, (Accepted/In press) In: Scientific Reports.

    Research output: Contribution to journal › Article › peer-review

  23. A GABA Interneuron Deficit Model of the Art of Vincent van Gogh

    Turkheimer, F. E., Fagerholm, E. D., Vignando, M., Dafflon, J., Da Costa, P. F., Dazzan, P. & Leech, R., 13 Jul 2020, In: Frontiers in Psychiatry. 11, 685.

    Research output: Contribution to journal › Article › peer-review

  24. Facing up to why the wandering mind: Patterns of off-task laboratory thought are associated with stronger neural recruitment of right fusiform cortex while processing facial stimuli

    Ho, N. S. P., Poerio, G., Konu, D., Turnbull, A., Sormaz, M., Leech, R., Bernhardt, B., Jefferies, E. & Smallwood, J., 1 Jul 2020, In: NeuroImage. 214, 116765.

    Research output: Contribution to journal › Article › peer-review

  25. Interpretable brain age prediction using linear latent variable models of functional connectivity

    Monti, R. P., Gibberd, A., Roy, S., Nunes, M., Lorenz, R., Leech, R., Ogawa, T., Kawanabe, M. & Hyvärinen, A., Jun 2020, In: PLoS ONE. 15, 6, e0232296.

    Research output: Contribution to journal › Article › peer-review

  26. Conservation laws by virtue of scale symmetries in neural systems

    Fagerholm, E. D., Foulkes, W. M. C., Gallero-Salas, Y., Helmchen, F., Friston, K. J., Moran, R. J. & Leech, R., May 2020, In: PLoS Computational Biology. 16, 5, e1007865.

    Research output: Contribution to journal › Article › peer-review

  27. Conservation laws under change of scale in neural systems

    Fagerholm, E., Moran, R., Leech, R., Foulkes, W. M. C., Gallero-Salas, Y., Helmchen, F. & Friston, K. J., 10 Apr 2020, (Accepted/In press) In: PLoS Computational Biology.

    Research output: Contribution to journal › Article › peer-review

  28. Dynamic causal modelling of phase-amplitude interactions

    Fagerholm, E. D., Moran, R. J., Violante, I. R., Leech, R. & Friston, K. J., 1 Mar 2020, In: NeuroImage. 208, 0, 9 p., 116452.

    Research output: Contribution to journal › Article › peer-review

  29. Missing the forest because of the trees: Slower alternations during binocular rivalry are associated with lower levels of visual detail during ongoing thought

    Ho, N. S. P., Baker, D., Karapanagiotidis, T., Seli, P., Wang, H. T., Leech, R., Bernhardt, B., Margulies, D., Jefferies, E. & Smallwood, J., 2020, In: Neuroscience of Consciousness. 2020, 1, niaa020.

    Research output: Contribution to journal › Article › peer-review

  30. Neural correlates of the DMT experience assessed with multivariate EEG

    Timmermann, C., Roseman, L., Schartner, M., Milliere, R., Williams, L. T. J., Erritzoe, D., Muthukumaraswamy, S., Ashton, M., Bendrioua, A., Kaur, O., Turton, S., Nour, M. M., Day, C. M., Leech, R., Nutt, D. J. & Carhart-Harris, R. L., 1 Dec 2019, In: Scientific Reports. 9, 1, 16324.

    Research output: Contribution to journal › Article › peer-review

  31. Efficiently searching through large tACS parameter spaces using closed-loop Bayesian optimization

    Lorenz, R., Simmons, L. E., Monti, R. P., Arthur, J. L., Limal, S., Laakso, I., Leech, R. & Violante, I. R., 1 Nov 2019, In: Brain Stimulation. 12, 6, p. 1484-1489 6 p.

    Research output: Contribution to journal › Article › peer-review

  32. Analysis of an Automated Machine Learning Approach in Brain Predictive Modelling: A data-driven approach to Predict Brain Age from Cortical Anatomical Measures

    Dafflon, J., Pinaya, W. H. L., Turkheimer, F., Cole, J. H., Leech, R., Harris, M. A., Cox, S. R., Whalley, H. C., McIntosh, A. M. & Hellyer, P. J., 8 Oct 2019, In: arXiv.

    Research output: Contribution to journal › Article

  33. Traumatic axonal injury influences the cognitive effect of non-invasive brain stimulation

    Li, L. M., Violante, I. R., Zimmerman, K., Leech, R., Hampshire, A., Patel, M., Opitz, A., McArthur, D., Jolly, A., Carmichael, D. W. & Sharp, D. J., 1 Oct 2019, In: Brain : a journal of neurology. 142, 10, p. 3280-3293 14 p.

    Research output: Contribution to journal › Article › peer-review

  34. Functional MRI: Evidence of a Treatment Effect of LOLA

    Pasha, Y., Atzori, S., Fitzpatrick, J. A., Cook, N. A., Schembri, A., Leech, R. & Mcphail, M. J. W., Sep 2019, In: American Journal of Gastroenterology. 114, p. S9-S9

    Research output: Contribution to journal › Meeting Abstract › peer-review

  35. Left dorsolateral prefrontal cortex supports context-dependent prioritisation of off-task thought

    Turnbull, A., Wang, H. T., Murphy, C., Ho, N. S. P., Wang, X., Sormaz, M., Karapanagiotidis, T., Leech, R. M., Bernhardt, B., Margulies, D. S., Vatansever, D., Jefferies, E. & Smallwood, J., 23 Aug 2019, In: Nature Communications. 10, 1, 10 p., 3816.

    Research output: Contribution to journal › Article › peer-review

  36. Conflicting Emergences. Weak vs. strong emergence for the modelling of brain function

    Turkheimer, F. E., Hellyer, P., Kehagia, A. A., Expert, P., Lord, L-D., Vohryzek, J., De Faria Dafflon, J., Brammer, M. & Leech, R., Apr 2019, In: Neuroscience and Biobehavioral Reviews. 99, p. 3-10 8 p.

    Research output: Contribution to journal › Comment/debate › peer-review

  37. Dynamic network coding of working-memory domains and working-memory processes

    Soreq, E., Leech, R. & Hampshire, A., 25 Feb 2019, In: Nature Communications. 10, 1, 936.

    Research output: Contribution to journal › Article › peer-review

  38. The posterior cingulate cortex: Insights from structure and function

    Leech, R. & Smallwood, J., 1 Jan 2019, Handbook of Clinical Neurology. Elsevier B.V., p. 73-85 13 p. (Handbook of Clinical Neurology; vol. 166).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  39. Dissociating frontoparietal brain networks with neuroadaptive Bayesian optimization

    Lorenz, R., Violante, I. R., Monti, R. P., Montana, G., Hampshire, A. & Leech, R., 1 Dec 2018, In: Nature Communications. 9, 1, 1227.

    Research output: Contribution to journal › Article › peer-review

  40. Active Acquisition for multimodal neuroimaging

    Cole, J. H., Lorenz, R., Geranmayeh, F., Wood, T., Hellyer, P., Williams, S., Turkheimer, F. & Leech, R., 14 Nov 2018, (Accepted/In press) In: Wellcome Open Research. 3, p. 145

    Research output: Contribution to journal › Article › peer-review

  41. Active acquisition for multimodal neuroimaging [version 2; peer review: 2 approved, 1 approved with reservations]

    Cole, J. H., Lorenz, R., Geranmayeh, F., Wood, T., Hellyer, P., Williams, S., Turkheimer, F. & Leech, R., 14 Nov 2018, In: Wellcome Open Research. 3, 145.

    Research output: Contribution to journal › Article › peer-review

  42. LSD modulates effective connectivity and neural adaptation mechanisms in an auditory oddball paradigm

    Timmermann, C., Spriggs, M. J., Kaelen, M., Leech, R., Nutt, D. J., Moran, R. J., Carhart-Harris, R. L. & Muthukumaraswamy, S. D., Nov 2018, In: Neuropharmacology. 142, p. 251-262 12 p.

    Research output: Contribution to journal › Article › peer-review

  43. Brain state and polarity dependent modulation of brain networks by transcranial direct current stimulation

    Li, L. M., Violante, I. R., Leech, R., Ross, E., Hampshire, A., Opitz, A., Rothwell, J. C., Carmichael, D. W. & Sharp, D. J., 30 Oct 2018, (E-pub ahead of print) In: Human Brain Mapping.

    Research output: Contribution to journal › Article › peer-review

  44. An fMRI study of visuo-vestibular interactions following vestibular neuritis

    Roberts, R. E., Ahmad, H., Patel, M., Dima, D., Ibitoye, R., Sharif, M., Leech, R., Arshad, Q. & Bronstein, A. M., 9 Oct 2018, (E-pub ahead of print) In: NeuroImage: Clinical.

    Research output: Contribution to journal › Article › peer-review

  45. The characteristic patterns of neuronal avalanches in mice under anesthesia and at rest: An investigation using constrained artificial neural networks

    Fagerholm, E. D., Dinov, M., Knöpfel, T. & Leech, R., 10 May 2018, (Accepted/In press) In: PloS one.

    Research output: Contribution to journal › Article › peer-review

  46. Bayesian Optimisation for Neuroimaging Pre-processing in Brain Age Classification and Prediction

    Lancaster, J., Lorenz, R., Leech, R. & Cole, J. H., 12 Feb 2018, In: Frontiers in aging neuroscience.

    Research output: Contribution to journal › Article › peer-review

  47. Psilocybin with psychological support improves emotional face recognition in treatment-resistant depression

    Stroud, J. B., Freeman, T. P., Leech, R., Hindocha, C., Lawn, W., Nutt, D. J., Curran, H. V. & Carhart-Harris, R. L., Feb 2018, In: Psychopharmacology. 235, 2, p. 459-466

    Research output: Contribution to journal › Article › peer-review

  48. Decoding time-varying functional connectivity networks via linear graph embedding methods

    Monti, R. P., Lorenz, R., Hellyer, P., Leech, R., Anagnostopoulos, C. & Montana, G., 20 Mar 2017, In: Frontiers in Computational Neuroscience. 11, 14.

    Research output: Contribution to journal › Article › peer-review

  49. Real-time estimation of dynamic functional connectivity networks

    Monti, R. P., Lorenz, R., Braga, R. M., Anagnostopoulos, C., Leech, R. & Montana, G., 1 Jan 2017, In: Human Brain Mapping. 38, 1, p. 202-220 19 p.

    Research output: Contribution to journal › Article › peer-review

  50. Text-mining the neurosynth corpus using deep boltzmann machines

    Monti, R., Lorenz, R., Leech, R., Anagnostopoulos, C. & Montana, G., 24 Aug 2016, PRNI 2016 - 6th International Workshop on Pattern Recognition in Neuroimaging. Institute of Electrical and Electronics Engineers Inc., 7552329

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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