Orla M Doyle

Summary

Affiliation: King's College London
Country: UK

Publications

  1. doi request reprint Multivariate decoding of brain images using ordinal regression
    O M Doyle
    King s College London, Department of Neuroimaging, Institute of Psychiatry PO89, De Crespigny Park, London SE5 8AF, UK
    Neuroimage 81:347-57. 2013
  2. doi request reprint Quantifying the attenuation of the ketamine pharmacological magnetic resonance imaging response in humans: a validation using antipsychotic and glutamatergic agents
    O M Doyle
    King s College London, Department of Neuroimaging, Institute of Psychiatry, London, United Kingdom
    J Pharmacol Exp Ther 345:151-60. 2013
  3. doi request reprint Bridging paradigms: hybrid mechanistic-discriminative predictive models
    Orla M Doyle
    Department of Neuroimaging, Institute of Psychiatry, King s College London, London, UK
    IEEE Trans Biomed Eng 60:735-42. 2013

Detail Information

Publications3

  1. doi request reprint Multivariate decoding of brain images using ordinal regression
    O M Doyle
    King s College London, Department of Neuroimaging, Institute of Psychiatry PO89, De Crespigny Park, London SE5 8AF, UK
    Neuroimage 81:347-57. 2013
    ..Our results indicate the potential of an ordinal regression approach for neuroimaging data while providing a fully probabilistic framework with elegant approaches for model selection. ..
  2. doi request reprint Quantifying the attenuation of the ketamine pharmacological magnetic resonance imaging response in humans: a validation using antipsychotic and glutamatergic agents
    O M Doyle
    King s College London, Department of Neuroimaging, Institute of Psychiatry, London, United Kingdom
    J Pharmacol Exp Ther 345:151-60. 2013
    ..The analytical methodology used could be readily applied to investigate the mechanistic action of novel compounds relevant for psychiatric disorders such as schizophrenia and depression...
  3. doi request reprint Bridging paradigms: hybrid mechanistic-discriminative predictive models
    Orla M Doyle
    Department of Neuroimaging, Institute of Psychiatry, King s College London, London, UK
    IEEE Trans Biomed Eng 60:735-42. 2013
    ..This paper reviews the use of both mechanistic models and ML in healthcare as well as emerging hybrid methods, which are an exciting and promising approach for biologically based, yet data-driven advanced intelligent systems...