Search Results for author: Tomás Teijeiro

Found 5 papers, 1 papers with code

An Error-Based Approximation Sensing Circuit for Event-Triggered, Low Power Wearable Sensors

no code implementations25 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.

Abductive reasoning as the basis to reproduce expert criteria in ECG Atrial Fibrillation identification

no code implementations16 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.

General Classification

Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records

no code implementations10 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.

General Classification

On the adoption of abductive reasoning for time series interpretation

1 code implementation19 Sep 2016 Tomás Teijeiro, Paulo Félix

Time series interpretation aims to provide an explanation of what is observed in terms of its underlying processes.

General Classification Time Series +1

Using temporal abduction for biosignal interpretation: A case study on QRS detection

no code implementations5 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.

Specificity

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