Utilisation of the signature method to identify the early onset of sepsis from multivariate physiological time series in critical care monitoring
Objectives: Patients in an ICU are particularly vulnerable to sepsis. It is therefore important to detect its onset as early as possible. This study focuses on the development and validation of a new signature-based regression model, augmented with a particular choice of the handcrafted features, t...
| Main Authors: | , , , , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
Lippincott, Williams & Wilkins
2020
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