Research groups
Collaborators
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Noel Buckley
Professor of Neurobiology
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Simon Lovestone
Professor of Translational Neuroscience
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Alejo J Nevado-Holgado
Associate Professor
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Andrea Cipriani
Professor of Psychiatry
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John Gallacher
Director, Dementias Platform UK; Professor of Cognitive Health
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Sarah Bauermeister
Senior Scientist & Senior Data Manager Dementias Platform UK (DPUK)
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Franco De Crescenzo
DPhil Candidate
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Seena Fazel
Professor of Forensic Psychiatry
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Galit Geulayov
Postdoctoral researcher
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Sarah Goodday
Research Scientist
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Julia Hamer-Hunt
Honorary Member
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Ivan Koychev
Senior Clinical Researcher
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Qiang Liu
Postdoctoral Researcher
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William Sproviero
Oxford-Janssen Human Genomics Fellow
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Anneka Tomlinson
Senior Clinical Post-Doctoral Researcher & oxPPL Lab Manager
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Rongqin Yu
Senior Researcher
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Laura Winchester
Alzheimer's Research UK Fellow
Andrey Kormilitzin
PhD
Senior Research Scientist
Translational artificial intelligence
My research is centred around translating advances in mathematics, statistical machine learning and deep learning to address challenges involved in learning, inference and ethical decision making using complex biomedical and health data.
Recent publications
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Patient Reported Outcomes: the ICHOM Standard Set for inflammatory bowel disease in real life practice helps quantify deficits in current care.
Conference paper
Wong D. et al, (2022), J Crohns Colitis
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Validation of UK Biobank data for mental health outcomes: A pilot study using secondary care electronic health records.
Journal article
Li Z. et al, (2022), Int J Med Inform, 160
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Personalised treatment for cognitive impairment in dementia: development and validation of an artificial intelligence model.
Journal article
Liu Q. et al, (2022), BMC Med, 20
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Rationale production to support clinical decision-making
Conference paper
TAYLOR N. et al, (2021)
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CHRONOSIG: Digital Triage for Secondary Mental Healthcare using Natural Language Processing - rationale and protocol
Preprint
Joyce DW. et al, (2021)