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Found 3 papers, 1 papers with code
Abductive reasoning as the basis to reproduce expert criteria in ECG Atrial Fibrillation identification
Objective: This work aims at providing a new method for the automatic detection of atrial fibrillation, other arrhythmia and noise on short single lead ECG signals, emphasizing the importance of the interpretability of the classification results.
Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records
In this work we propose a new method for the rhythm classification of short single-lead ECG records, using a set of high-level and clinically meaningful features provided by the abductive interpretation of the records.
Non-parametric Estimation of Stochastic Differential Equations with Sparse Gaussian Processes
The application of the method to real data demonstrates its ability to capture the behaviour of complex systems.
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