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Application of the Signature Method to Pattern Recognition in the CEQUEL
  Clinical Trial

Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial

7 June 2016
Andrey Kormilitzin
K. Saunders
P. Harrison
J. Geddes
Terry Lyons
ArXiv (abs)PDFHTML

Papers citing "Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial"

10 / 10 papers shown
Hedging with memory: shallow and deep learning with signatures
Hedging with memory: shallow and deep learning with signatures
Eduardo Abi Jaber
Louis-Amand Gérard
163
4
0
03 Aug 2025
An efficient representation of chronological events in medical texts
An efficient representation of chronological events in medical textsInternational Workshop on Health Text Mining and Information Analysis (HTMIA), 2020
Andrey Kormilitzin
N. Vaci
Qiang Liu
Hao Ni
Goran Nenadic
A. Nevado-Holgado
192
2
0
16 Oct 2020
A Generalised Signature Method for Multivariate Time Series Feature
  Extraction
A Generalised Signature Method for Multivariate Time Series Feature Extraction
James Morrill
Adeline Fermanian
Patrick Kidger
Terry Lyons
342
14
0
01 Jun 2020
Signatory: differentiable computations of the signature and logsignature
  transforms, on both CPU and GPU
Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPUInternational Conference on Learning Representations (ICLR), 2020
Patrick Kidger
Terry Lyons
255
96
0
03 Jan 2020
Embedding and learning with signatures
Embedding and learning with signaturesComputational Statistics & Data Analysis (CSDA), 2019
Adeline Fermanian
830
74
0
29 Nov 2019
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell
  Culture
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture
Andrey Kormilitzin
Xinyu Yang
William H. Stone
Caroline Woffindale
Francesca Nicholls
E. Ribe
A. Nevado-Holgado
N. Buckley
216
0
0
29 Aug 2019
Named Entity Recognition in Electronic Health Records Using Transfer
  Learning Bootstrapped Neural Networks
Named Entity Recognition in Electronic Health Records Using Transfer Learning Bootstrapped Neural Networks
Luka Gligic
Andrey Kormilitzin
Paul W. Goldberg
A. Nevado-Holgado
309
94
0
06 Jan 2019
Learning Paths from Signature Tensors
Learning Paths from Signature Tensors
Max Pfeffer
A. Seigal
Bernd Sturmfels
200
33
0
05 Sep 2018
Detecting early signs of depressive and manic episodes in patients with
  bipolar disorder using the signature-based model
Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model
Andrey Kormilitzin
K. Saunders
Paul J. Harrison
J. Geddes
Terry Lyons
156
18
0
03 Aug 2017
A Primer on the Signature Method in Machine Learning
A Primer on the Signature Method in Machine Learning
I. Chevyrev
Andrey Kormilitzin
790
260
0
11 Mar 2016
1
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