no code implementations • 25 Jun 2021 • Silvio Zanoli, Flavio Ponzina, Tomás Teijeiro, Alexandre Levisse, David Atienza
At the same time, multi-channel signals (like the six-dimensional accelerometer signal) can still benefit from the designed circuit, achieving a reduction factor up to 80% with minor performance degradation.
no code implementations • 16 Feb 2018 • Tomás Teijeiro, Constantino A. García, Daniel Castro, Paulo Félix
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.
no code implementations • 10 Nov 2017 • Tomás Teijeiro, Constantino A. García, Daniel Castro, Paulo Félix
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.
1 code implementation • 19 Sep 2016 • Tomás Teijeiro, Paulo Félix
Time series interpretation aims to provide an explanation of what is observed in terms of its underlying processes.
no code implementations • 5 Feb 2015 • Tomás Teijeiro, Paulo Félix, Jesús Presedo
In this work, we propose an abductive framework for biosignal interpretation, based on the concept of Temporal Abstraction Patterns.