Exploració per autor "Garde Martínez, Ainara"
Ara es mostren els items 1-9 de 9
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Breathing pattern characterization in chronic heart failure patients using the respiratory flow signal
Garde Martínez, Ainara; Sörnmo, Leif; Jané Campos, Raimon; Giraldo Giraldo, Beatriz (2010-07-08)
Article
Accés restringit per política de l'editorialThis study proposes a method for the characterization of respiratory patterns in chronic heart failure (CHF) patients with periodic breathing (PB) and nonperiodic breathing (nPB), using the flow signal. Autoregressive ... -
Breathing pattern characterization in patients with respiratory and cardiac failure
Garde Martínez, Ainara (Universitat Politècnica de Catalunya, 2010-07-21)
Tesi
Accés obertEl objetivo principal de la tesis es estudiar los patrones respiratorios de pacientes en proceso de extubación y pacientes con insuficiencia cardiaca crónica (CHF), a partirde la señal de flujo respiratorio. La información ... -
Correntropy-based Analysis of Respiratory Patterns with Chronic Heart Failure
Garde Martínez, Ainara; Sörnmo, Leif; Jané Campos, Raimon; Giraldo Giraldo, Beatriz (2009)
Text en actes de congrés
Accés obertA correntropy-based technique is proposed for the analysis and characterization of respiratory flow signals in chronic heart failure (CHF) patients with both periodic and nonperiodic breathing (PB and nPB), and healthy ... -
Correntropy-based nonlinearity test applied to patients with chronic heart failure
Garde Martínez, Ainara; Sörnmo, Leif; Jané Campos, Raimon; Giraldo Giraldo, Beatriz (2010)
Text en actes de congrés
Accés obertIn this study we propose the correntropy function as a discriminative measure for detecting nonlinearities in the respiratory pattern of chronic heart failure (CHF) patients with periodic or nonperiodic breathing pattern ... -
Correntropy-based spectral characterization of respiratory Patterns in patients with chronic heart failure
Garde Martínez, Ainara; Sörnmo, Leif; Jané Campos, Raimon; Giraldo Giraldo, Beatriz (2010-08)
Article
Accés obertA correntropy-based technique is proposed for the characterization and classification of respiratory flow signals in chronic heart failure (CHF) patients with periodic or nonperiodic breathing (PB or nPB, respectively) and ... -
Diagnosis of ischemic heart disease with cardiogoniometry – Linear discriminant analysis versus support vector machines
Seeck, Andrea; Garde Martínez, Ainara; Schuepbach, M.; Giraldo Giraldo, Beatriz; Sanz, E.; Huebner, T; Caminal Magrans, Pere; Voss, Andreas (2008)
Text en actes de congrés
Accés restringit per política de l'editorialThe Ischemic Heart Disease (IHD) is characterized by an insufficient supply with blood of the myocardium usually caused by an artherosclerotic disease of the coronary arteries (coronary artery disease CAD). The IHD and its ... -
Electromyography-based respiratory onset detection in COPD patients on non-invasive mechanical ventilation
Sarlabous Uranga, Leonardo; Estrada Petrocelli, Luis Carlos; Cerezo Hernández, Ana; Leest, Sietske V. D.; Torres Cebrián, Abel; Jané Campos, Raimon; Duiverman, Marieke; Garde Martínez, Ainara (2019-03-07)
Article
Accés obertTo optimize long-term nocturnal non-invasive ventilation in patients with chronic obstructive pulmonary disease, surface diaphragm electromyography (EMGdi) might be helpful to detect patient-ventilator asynchrony. However, ... -
SVM-based feature selection to optimize sensitivity–specificity balance applied to weaning
Garde Martínez, Ainara; Voss, Andreas; Caminal Magrans, Pere; Benito Vales, Salvador; Giraldo Giraldo, Beatriz (Elsevier, 2013)
Article
Accés restringit per política de l'editorialClassification algorithms with unbalanced data sets tend to produce high predictive accuracy over the majority class, but poor predictive accuracy over the minority class. This problem is very common in biomedical data ... -
Time-varying respiratory pattern characterization in chronic heart failure patients and healthy subjects
Garde Martínez, Ainara; Giraldo Giraldo, Beatriz; Jané Campos, Raimon; Sörnmo, Leif (2009)
Text en actes de congrés
Accés obertPatients with chronic heart failure (CHF) with periodic breathing (PB) and Cheyne–Stokes respiration (CSR) tend to exhibit higher mortality and poor prognosis. This study proposes the characterization of respiratory ...