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Andrey Kormilitzin
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A primer on the signature method in machine learning
I Chevyrev, A Kormilitzin
arXiv preprint arXiv:1603.03788, 2016
2072016
Med7: A transferable clinical natural language processing model for electronic health records
A Kormilitzin, N Vaci, Q Liu, A Nevado-Holgado
Artificial Intelligence in Medicine 118, 102086, 2021
982021
Named entity recognition in electronic health records using transfer learning bootstrapped neural networks
L Gligic, A Kormilitzin, P Goldberg, A Nevado-Holgado
Neural Networks 121, 132-139, 2020
862020
BFKL approach and 2→ 5 maximally helicity violating amplitude in N= 4 super-Yang-Mills theory
J Bartels, A Kormilitzin, LN Lipatov, A Prygarin
Physical Review D 86 (6), 065026, 2012
692012
Few-shot learning for named entity recognition in medical text
M Hofer, A Kormilitzin, P Goldberg, A Nevado-Holgado
arXiv preprint arXiv:1811.05468, 2018
652018
Defining faecal calprotectin thresholds as a surrogate for endoscopic and histological disease activity in ulcerative colitis—a prospective analysis
A Walsh, A Kormilitzin, C Hinds, V Sexton, O Brain, S Keshav, H Uhlig, ...
Journal of Crohn's and Colitis 13 (4), 424-430, 2019
602019
Natural language processing for structuring clinical text data on depression using UK-CRIS
N Vaci, Q Liu, A Kormilitzin, F De Crescenzo, A Kurtulmus, J Harvey, ...
BMJ Ment Health 23 (1), 21-26, 2020
572020
Analytic structure of the scattering amplitude in SYM theory in the multi-Regge kinematics: Conformal Regge pole contribution
J Bartels, A Kormilitzin, LN Lipatov
Physical Review D 89 (6), 065002, 2014
522014
The signature-based model for early detection of sepsis from electronic health records in the intensive care unit
J Morrill, A Kormilitzin, A Nevado-Holgado, S Swaminathan, S Howison, ...
2019 Computing in Cardiology (CinC), Page 1-Page 4, 2019
502019
Explainable artificial intelligence for mental health through transparency and interpretability for understandability
DW Joyce, A Kormilitzin, KA Smith, A Cipriani
npj Digital Medicine 6 (1), 6, 2023
402023
Analytic structure of the scattering amplitude in SYM theory in multi-Regge kinematics: Conformal Regge cut contribution
J Bartels, A Kormilitzin, LN Lipatov
Physical Review D 91 (4), 045005, 2015
372015
Identifying predictors of suicide in severe mental illness: a feasibility study of a clinical prediction rule (Oxford Mental Illness and Suicide Tool or OxMIS)
M Senior, M Burghart, R Yu, A Kormilitzin, Q Liu, N Vaci, ...
Frontiers in psychiatry 11, 511623, 2020
322020
Utilization of the signature method to identify the early onset of sepsis from multivariate physiological time series in critical care monitoring
JH Morrill, A Kormilitzin, AJ Nevado-Holgado, S Swaminathan, ...
Critical Care Medicine 48 (10), e976-e981, 2020
292020
Associations between brain volumes and cognitive tests with hypertensive burden in UK Biobank
D Newby, L Winchester, W Sproviero, M Fernandes, D Wang, ...
Journal of Alzheimer's Disease 84 (3), 1373-1389, 2021
242021
Application of the signature method to pattern recognition in the cequel clinical trial
AB Kormilitzin, KEA Saunders, PJ Harrison, JR Geddes, TJ Lyons
arXiv preprint arXiv:1606.02074, 2016
242016
Maximizing the use of social and behavioural information from secondary care mental health electronic health records
SM Goodday, A Kormilitzin, N Vaci, Q Liu, A Cipriani, T Smith, ...
Journal of biomedical informatics 107, 103429, 2020
222020
Clinical prompt learning with frozen language models
N Taylor, Y Zhang, DW Joyce, Z Gao, A Kormilitzin, A Nevado-Holgado
IEEE Transactions on Neural Networks and Learning Systems, 2023
212023
Survival probabilities for high mass diffraction
E Gotsman, A Kormilitzin, E Levin, U Maor
The European Physical Journal C 52, 295-304, 2007
202007
Real-world effectiveness, its predictors and onset of action of cholinesterase inhibitors and memantine in dementia: retrospective health record study
N Vaci, I Koychev, CH Kim, A Kormilitzin, Q Liu, C Lucas, A Dehghan, ...
The British Journal of Psychiatry 218 (5), 261-267, 2021
192021
Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model
A Kormilitzin, KEA Saunders, PJ Harrison, JR Geddes, T Lyons
arXiv preprint arXiv:1708.01206, 2017
192017
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Articles 1–20