Translational Computational Psychiatry
We use computational methods to understand symptoms and neuroimaging findings in people with mental health conditions.
We use computational methods to understand symptoms and neuroimaging findings in people with mental health conditions.
We are interested in all mental health conditions, but especially focused on psychosis spectrum disorders (like schizophrenia), 'functional' or 'medically unexplained' symptoms, and OCD. See also our current projects...
We design tasks that help us probe cognitive processes like perception, belief updating and memory
We construct computational models of how the brain might perform our experimental tasks, to understand how this process might be different in different people
We use brain imaging (functional MRI and Magnetoencephalography) to link cognitive or computational processes to specific brain areas
We use models of how the brain generates the signals detected by neuroimaging to understand how neural circuits may behave differently in mental health conditions
We measure the effects of drugs on cognitive tasks and brain imaging, to see whether they might be effective new treatments for mental health problems.
We try to make sure the techniques we use are as rigorous, reliable and useful as possible, and we make them available for others to use
Principal Investigator
I did a Medicine and Neuroscience BSc at Cambridge University and Clinical Medicine at UCL. I worked as a medical and psychiatric doctor in North London from 2004-10. From 2009-10 I did an MSc in the Philosophy of Mental Disorder at KCL. From 2010-14, I did my PhD at the Wellcome Centre for Human Neuroimaging at UCL, supervised by Prof Karl Friston.
From 2014-18, I was an NIHR Clinical Lecturer in Psychiatry at UCL (Division of Psychiatry and Institute of Cognitive Neuroscience), in Prof Jon Roiser's group. In 2016 I took up a Bogue Fellowship to study at Yale University in Dr Alan Anticevic's group. From 2018-22 I was an MRC Skills Development Fellow in Prof Janaina Mourao-Miranda's group in the Centre for Medical Image Computing and Max Planck UCL Centre for Computational Psychiatry and Ageing Research. I am currently a Future Leaders Fellow in the Institute of Cognitive Neuroscience (Division of Psychiatry) and Centre for Medical Image Computing (Dept of Computer Science). My UCL webpage is here.
Postdoctoral Fellow
Postdoctoral Fellow (now at City)
Postdoctoral Fellow (now at KCL)
PhD Candidate
PhD Candidate
PhD Candidate
Visiting Researcher
(University of Basel)
Visiting Researcher
Check out our code library -->
Learn more about computational psychiatry (mainly for students and academics)
Books, courses and website recommendations.
Check out the Computational Psychiatry journal.
Attend the annual Computational Psychiatry conference.
Join the team and help us...
Learn more about the science behind mental health conditions