Concepedia
Statistics
Publications
21
Citations
801
H-Index
15
Active since
2016
Affiliations
University of Oxford(Current)
Warneford Hospital
Oxford Health NHS Foundation Trust
Open Data Institute
John Radcliffe Hospital
Andrey Kormilitzin is an author at University of Oxford specializing in health informatics, data science, and engineering.
Top concepts
MedicineEngineeringData ScienceHealth InformaticsMachine LearningMedical Language ProcessingDiagnosisData MiningText MiningClinical Language
Publications per year
2016–2024
A Primer on the Signature Method in Machine Learning
Ilya Chevyrev, Andrey Kormilitzin · arXiv (Cornell University) · 2016 · 144 citations · Full text
Image Analysis, Machine Learning, Engineering +13
Defining Faecal Calprotectin Thresholds as a Surrogate for Endoscopic and Histological Disease Activity in Ulcerative Colitis—a Prospective Analysis
Alissa Walsh, Andrey Kormilitzin, Christopher Hinds et al. · Journal of Crohn s and Colitis · 2018 · 77 citations
Natural language processing for structuring clinical text data on depression using UK-CRIS
Nemanja Vaci, Qiang Liu, Andrey Kormilitzin et al. · Evidence-Based Mental Health · 2020 · 65 citations · Full text
Few-shot Learning for Named Entity Recognition in Medical Text
Maximilian Hofer, Andrey Kormilitzin, Paul W. Goldberg et al. · arXiv (Cornell University) · 2018 · 55 citations · Full text
Few-shot Learning, Engineering, Machine Learning +23
Utilization of the Signature Method to Identify the Early Onset of Sepsis From Multivariate Physiological Time Series in Critical Care Monitoring
James Morrill, Andrey Kormilitzin, Alejo Nevado‐Holgado et al. · Critical Care Medicine · 2020 · 53 citations
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