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)
Restricted access - publisher's policyThe 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 ...
Garde Martínez, Ainara; Voss, Andreas; Caminal Magrans, Pere; Benito Vales, Salvador; Giraldo Giraldo, Beatriz (Elsevier, 2013)
Restricted access - publisher's policyClassification 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)
Open AccessPatients 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 ...