King's College London

Research portal

Dr Andre Marquand

  1. A Closer Look at Depression Biotypes: Correspondence Relating to Grosenick et al. (2019)

    Dinga, R., Schmaal, L. & Marquand, A. F., May 2020, In : Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. 5, 5, p. 554-555 2 p.

    Research output: Contribution to journalLetter

  2. Analysing brain networks in population neuroscience: a case for the Bayesian philosophy

    Bzdok, D., Floris, D. L. & Marquand, A. F., 13 Apr 2020, In : Philosophical transactions of the Royal Society of London. Series B, Biological sciences. 375, 1796, 1 p., 20190661.

    Research output: Contribution to journalReview article

  3. Modelling brain development to detect white matter injury in term and preterm born neonates

    O'Muircheartaigh, J., Robinson, E., Pietsch, M., Wolfers, T., Aljabar, P., Cordero Grande, L., Gomes Teixeira, R., Bozek, J., Schuh, A., Makropoulos, A., Batalle, D., Vecchiato, K., Steinweg, J. K., Fitzgibbon, S., Hughes, E., Price, A., Marquand, A., Rueckert, D., Rutherford, M., Hajnal, J. & 2 others, Counsell, S. J. & Edwards, D., Feb 2020, In : Brain : a journal of neurology. 143, 2, p. 467-479 13 p., awz412.

    Research output: Contribution to journalArticle

  4. 10,000 social brains: Sex differentiation in human brain anatomy

    Kiesow, H., Dunbar, R. I. M., Kable, J. W., Kalenscher, T., Vogeley, K., Schilbach, L., Marquand, A. F., Wiecki, T. V. & Bzdok, D., 1 Jan 2020, In : Science Advances. 6, 12, eaaz1170.

    Research output: Contribution to journalArticle

  5. Predicting individual clinical trajectories of depression with generative embedding

    Frässle, S., Marquand, A. F., Schmaal, L., Dinga, R., Veltman, D. J., van der Wee, N. J. A., van Tol, M. J., Schöbi, D., Penninx, B. W. J. H. & Stephan, K. E., 2020, In : NeuroImage: Clinical. 26, 102213.

    Research output: Contribution to journalArticle

  6. Conceptualizing mental disorders as deviations from normative functioning

    Marquand, A. F., Kia, S. M., Zabihi, M., Wolfers, T., Buitelaar, J. K. & Beckmann, C. F., 1 Oct 2019, In : Molecular Psychiatry. 24, 10, p. 1415-1424 10 p.

    Research output: Contribution to journalReview article

  7. Aiding the diagnosis of dissociative identity disorder: pattern recognition study of brain biomarkers

    Reinders, A. A. T. S., Marquand, A. F., Schlumpf, Y. R., Chalavi, S., Vissia, E. M., R.S. Nijenhuis, E., Dazzan, P., Jäncke, L. & Veltman, D. J., Sep 2019, In : British Journal of Psychiatry. 215, 3, p. 536-544 9 p.

    Research output: Contribution to journalArticle

  8. From pattern classification to stratification: towards conceptualizing the heterogeneity of Autism Spectrum Disorder

    Wolfers, T., Floris, D. L., Dinga, R., van Rooij, D., Isakoglou, C., Kia, S. M., Zabihi, M., Llera, A., Chowdanayaka, R., Kumar, V. J., Peng, H., Laidi, C., Batalle, D., Dimitrova, R., Charman, T., Loth, E., Lai, M-C., Jones, E., Baumeister, S., Moessnang, C. & 8 others, Banaschewski, T., Ecker, C., Dumas, G., O'Muircheartaigh, J., Murphy, D., Buitelaar, J. K., Marquand, A. F. & Beckmann, C. F., Sep 2019, In : Neuroscience and biobehavioral reviews. 104, p. 240-254 15 p.

    Research output: Contribution to journalReview article

  9. Brain Connectome Mapping of Complex Human Traits and Their Polygenic Architecture Using Machine Learning

    Maglanoc, L. A., Kaufmann, T., van der Meer, D., Marquand, A. F., Wolfers, T., Jonassen, R., Hilland, E., Andreassen, O. A., Landrø, N. I. & Westlye, L. T., 1 Jan 2019, In : Biological psychiatry.

    Research output: Contribution to journalArticle

  10. Individual differences v. The average patient: Mapping the heterogeneity in ADHD using normative models

    Wolfers, T., Beckmann, C. F., Hoogman, M., Buitelaar, J. K., Franke, B. & Marquand, A. F., 1 Jan 2019, In : Psychological Medicine. 50, 2, p. 314-323 10 p.

    Research output: Contribution to journalArticle

  11. Phenomapping: Methods and measures for deconstructing diagnosis in psychiatry

    Marquand, A. F., Wolfers, T. & Dinga, R., 1 Jan 2019, Personalized Psychiatry: Big Data Analytics in Mental Health. Springer International Publishing, p. 119-134 16 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  12. Dissecting the heterogeneous cortical anatomy of autism spectrum disorder using normative models.

    Zabihi, M., Oldehinkel, M., Wolfers, T., Frouin, V., Goyard, D., Loth, E., Charman, T., Tillmann, J., Banaschewski, T., Dumas, G., Holt, R., Baron-Cohen, S., Durston, S., Bölte, S., Murphy, D., Ecker, C., Buitelaar, J. K., Beckmann, C. F. & Marquand, A. F., 19 Dec 2018, In : Biological Psychiatry: Cognitive Neuroscience and Neuroimaging.

    Research output: Contribution to journalArticle

  13. Using Pattern Classification to Identify Brain Imaging Markers in Autism Spectrum Disorder

    Andrews, D. S., Marquand, A., Ecker, C. & McAlonan, G. M., 7 Apr 2018, Current Topics in Behavioral Neuroscience. Springer, p. 1-24

    Research output: Chapter in Book/Report/Conference proceedingChapter

  14. Functional corticostriatal connection topographies predict goal-directed behaviour in humans

    Marquand, A. F., Haak, K. V. & Beckmann, C. F., 24 Jul 2017, In : Nature Human Behaviour. 1, 8, 0146.

    Research output: Contribution to journalLetter

  15. A novel approach to probabilistic biomarker-based classification using functional near-infrared spectroscopy

    Hahn, T., Marquand, A., Plichta, M. M., Ehlis, A-C., Schecklmann, M. W., Dresler, T., Jarczok, T. A., Eirich, E., Leonhard, C., Reif, A., Lesch, K-P., Brammer, M. J., Mourao-Miranda, J. & Fallgatter, A. J., May 2013, In : Human Brain Mapping. 34, 5, p. 1102-1114 13 p.

    Research output: Contribution to journalArticle

  16. The functional anatomy of suggested limb paralysis

    Deeley, P., Oakley, D. A., Toone, B., Bell, V., Walsh, E., Marquand, A., Giampietro, V., Brammer, M. J., Williams, S. C. R., Mehta, M. A. & Halligan, P. W., Feb 2013, In : Cortex. 49, 2, p. 411-422 12 p., N/A.

    Research output: Contribution to journalArticle

  17. Test-retest reliability of the BOLD pharmacological MRI response to ketamine in healthy volunteers

    De Simoni, S., Schwarz, A. J., O'Daly, O. G., Marquand, A., Brittain, C., Gonzales, C., Stephenson, S., Williams, S. C. R. & Mehta, M. A., 1 Jan 2013, In : NeuroImage. 64, p. 75-90 16 p.

    Research output: Contribution to journalArticle

  18. Automated, high accuracy classification of parkinsonian disorders: a pattern recognition approach

    Marquand, A., Filippone, M., Ashburner, J., Girolami, M., Mourao-Miranda, J., Barker, G. J., Williams, S. C. R., Leigh, P. N. & Blain, C. R. V., 2013, In : PLoS ONE. 8, 7, e69237.

    Research output: Contribution to journalArticle

  19. Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression

    Mourão-Miranda, J., Almeida, J. R. C., Hassel, S., de Oliveira, L., Versace, A., Marquand, A., Sato, J. R., Brammer, M. & Phillips, M. L., Jun 2012, In : Bipolar Disorders. 14, 4, p. 451-460 10 p.

    Research output: Contribution to journalArticle

  20. Pattern recognition and functional neuroimaging help to discriminate healthy adolescents at risk for mood disorders from low risk adolescents

    Mourao-Miranda, J., Oliveira, L., Ladouceur, C. D., Marquand, A., Brammer, M., Birmaher, B., Axelson, D. & Phillips, M. L., 15 Feb 2012, In : PL o S One . 7, 2, 9 p., e29482.

    Research output: Contribution to journalArticle

  21. Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine

    Mourao-Miranda, J., Hardoon, D. R., Hahn, T., Marquand, A., Williams, S., Shawe-Taylor, J. & Brammer, M., 1 Oct 2011, In : NeuroImage. 58, 3, p. 793-804 12 p.

    Research output: Contribution to journalArticle

  22. Prognostic prediction of therapeutic response in depression using high-field MR imaging

    Gong, Q., Wu, Q., Scarpazza, C., Lui, S., Jia, Z., Marquand, A., Huang, X., McGuire, P. & Mechelli, A., 15 Apr 2011, In : NeuroImage. 55, 4, p. 1497 - 1503 7 p.

    Research output: Contribution to journalArticle

  23. Integrating Neurobiological Markers of Depression

    Hahn, T., Marquand, A. F., Ehlis, A-C., Dresler, T., Kittel-Schneider, S., Jarczok, T. A., Lesch, K-P., Jakob, P. M., Mourao-Miranda, J., Brammer, M. J. & Fallgatter, A. J., Apr 2011, In : Archives of General Psychiatry. 68, 4, p. 361 - 368 8 p.

    Research output: Contribution to journalArticle

  24. Data-driven modeling of BOLD drug response curves using Gaussian process learning

    Doyle, O., Mehta, M., Brammer, M., Schwarz, A. J. & Marquand, A., 2011, Machine Learning and Interpretation in Neuroimaging: International Workshop, MLINI 2011, Held at NIPS 2011, Sierra Nevada, Spain, December 16-17, 2011, Revised Selected and Invited Contributions. Springer, p. 210-217 8 p. (Lecture Notes in Computer Science; vol. 7263).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  25. Quantifying the information content of brain voxels using Target Information, Gaussian processes and recursive feature elimination

    Marquand, A., De Simoni, S., O'Daly, O. G., Mehta, M. A. & Mourao-Miranda, J., Aug 2010, Proceedings - Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging, WBD 2010. IEEE, p. 13-16 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  26. Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

    Marquand, A., Howard, M., Brammer, M., Chu, C., Coen, S. & Mourao-Miranda, J., 1 Feb 2010, In : NeuroImage. 49, 3, p. 2178 - 2189 12 p.

    Research output: Contribution to journalArticle

  27. Neuroanatomy of verbal working memory as a diagnostic biomarker for depression

    Marquand, A., Mourao-Miranda, J., Brammer, M. J., Cleare, A. J. & Fu, C. H. Y., 8 Oct 2008, In : Neuroreport. 19, 15, p. 1507 - 1511 5 p.

    Research output: Contribution to journalArticle

  28. Pattern Classification of Sad Facial Processing: Toward the Development of Neurobiological Markers in Depression

    Fu, C. H. Y., Mourao-Miranda, J., Costafrecla, S. G., Khanna, A., Marquand, A., Williams, S. & Brammer, M. J., 1 Apr 2008, In : Biological psychiatry. 63, 7, p. 656-662 7 p., N/A.

    Research output: Contribution to journalArticle

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