Dr Andrey Kormilitzin

BSc, MSc, PhD

Status

Affiliate Researcher

Research groups

Address

Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG

Major / recent publications

Publications and working papers

Further details

2012 PhD in Physics, Tel Aviv University

Thesis: "Forward physics at the LHC energies"

Supervisor: Prof. Eugene Levin

Prizes, awards, and scholarships

2023 The NIHR Applied Research Collaboration
2021 The Oxford-GlaxoSmithKline Functional Genomics programme
2021 The National Institute for Health and Care AI Award
2018 Alzheimer’s Research UK Network Centre Grant
2012 - 2014 Minerva Fellowship, Max Planck Society
2011 - 2012 Visiting Fellow, Ben-Gurion University
2006 - 2008 Salim and Rachel Benin Foundation, Award

Recent publications

Personalised treatment for cognitive impairment in dementia: development and validation of an artificial intelligence model.

Liu, Q Vaci, N Koychev, I Kormilitzin, A Li, Z Cipriani, A Nevado-Holgado, A BMC medicine volume 20 issue 1 45- (February 2022)

Validation of UK Biobank data for mental health outcomes: a pilot study using secondary care electronic health records

Li, Z Kormilitzin, A Fernandes, M Vaci, N Liu, Q Newby, D Goodday, S Smith, T Nevado-Holgado, A Winchester, L International Journal of Medical Informatics 104704-104704 (24 January 2022)

Rationale production to support clinical decision-making

Taylor, N Sha, L Joyce, D Lukasiewicz, T Nevado-Holgado, A Kormilitzin, A (15 November 2021) http://arxiv.org/abs/2111.07611v1

Associations between brain volumes and cognitive tests with hypertensive burden in UK Biobank

Newby, D Winchester, L Sproviero, W Fernandes, M Wang, D Kormilitzin, A Launer, L Nevado-Holgado, A Journal of Alzheimer's Disease volume 84 issue 3 1373-1389 (19 October 2021)

Effect of trazodone on cognitive decline in people with dementia: Cohort study using UK routinely collected data.

Sommerlad, A Werbeloff, N Perera, G Smith, T Costello, H Mueller, C Kormilitzin, A Broadbent, M Nevado-Holgado, A Lovestone, S Stewart, R Livingston, G International journal of geriatric psychiatry volume 37 issue 1 (25 September 2021)

Research interests

Statistical machine learning and deep learning
Bioinformatics and applications of ML/DL to healthcare
Stochastic analysis, sequential data, signatures
Particle Physics, quantum field theory, scattering amplitudes

Teaching

HT22 - B7.3 Further Quantum Theory
HT21 - B7.3 Further Quantum Theory
HT20 - B7.3 Further Quantum Theory
HT19 - B7.3 Further Quantum Theory
HT18 - B7.3 Further Quantum Theory
MT17 - C5.5 Perturbation Methods
HT17 - B7.3 Further Quantum Theory
MT16 - C6.3 Approximation of Functions