Andrey Kormilitzin

A Primer on the Signature Method in Machine Learning

Ilya Chevyrev, Andrey Kormilitzin · arXiv (Cornell University) · 2016 · 145 citations · Full text

Computing, Computer Science, Mathematics +10

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 · 79 citations

Medicine, Clinical Sciences, Immunology +17

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 · 70 citations · Full text

Computing, Computer Science, Health Informatics +6

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 · 57 citations

Medicine, Cardiology, Biomedical Signal Processing +12

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

Computing, Computer Science, Computational Linguistics +14