Concepedia

Improved recognition of sustained ventricular tachycardia from SAECG by support vector machine.

S. Jankowski, Z Szymański, Ewa Piątkowska-Janko, Artur Oręziak

PubMed · 2007 · 13 citations · 5 references

Abstract

Our approach improved risk stratification up to 95% based on SAECG due to the application of FIR filter, 6 new parameters and efficient statistical classifier, the support vector machine.

References

5

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 26.9K citations

Generalization Theory, Engineering, Machine Learning +10

Cardiac Electrophysiology: From Cell to Bedside

Annals of Internal Medicine · 1991 · 2.4K citations

Cardiac Muscle, Cardiomyopathy, Heart Failure +14

Standards for analysis of ventricular late potentials using high-resolution or signal-averaged electrocardiography. A statement by a Task Force Committee of the European Society of Cardiology, the American Heart Association, and the American College of Cardiology.

Günter Breithardt, M E Cain, Nabil El‐Sherif et al. · Circulation · 1991 · 311 citations

Computer-aided morphological analysis of Holter ECG recordings based on support vector learning system

S. Jankowski, Artur Oręziak, Andrzej Skorupski et al. · 2003 · 22 citations

Holter Ecg Recordings, Engineering, Machine Learning +19

Value of non-invasive and invasive studies in patients with bundle branch block, syncope and history of myocardial infarction

Béatrice Brembilla-Perrot · EP Europace · 2001 · 18 citations · Full text