CLASSIFICATION OF UNSEGMENTED HEART SOUND RECORDING USING KNN CLASSIFIER

Classification of heart sound signal using curve fitting and fractal dimension

(2018) Maryam Hamidi et al.   Biomedical Signal Processing and Control

Analysis of PCG Signals using Quality Assessment and Homomorphic Filters for Localization and Classification of Heart Sounds

(2018) Qurat-ul-Ain Mubarak et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors

(2018) Juan P. Dominguez-Morales et al.   IEEE Transactions on Biomedical Circuits and Systems

Heart Sound Segmentation - An Event Detection Approach using Deep Recurrent Neural Networks

(2018) Elmar Messner et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Multi-class classification using kernel density estimation on K-nearest neighbours

(2016) Xiaofeng Tang et al.   ELECTRONICS LETTERS

Towards heart sound classification without segmentation via autocorrelation feature and diffusion maps

(2016) Shi-Wen Deng et al.   Future Generation Computer Systems-The International Journal of eScience

Detection and identification of S1 and S2 heart sounds using wavelet decomposition method

(2015) Ali Tavakoli Golpaygani et al.   International Journal of Biomathematics

Classification of mental tasks using stockwell transform

(2014) M. Hariharan et al.   COMPUTERS & ELECTRICAL ENGINEERING

Heart sound segmentation based on homomorphic filtering

(2014) K Hassani et al.   PERFUSION-UK

Noise/spike detection in phonocardiogram signal as a cyclic random process with non-stationary period interval

(2013) H. Naseri et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Noise detection during heart sound recording using periodicity signatures

(2011) D Kumar et al.   PHYSIOLOGICAL MEASUREMENT

Segmentation of heart sound recordings by a duration-dependent hidden Markov model

(2010) S E Schmidt et al.   PHYSIOLOGICAL MEASUREMENT

Support Vectors Machine-based identification of heart valve diseases using heart sounds

(2009) Ilias Maglogiannis et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Evaluation of ensemble methods for diagnosing of valvular heart disease

(2009) Resul Das et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detection of valvular heart disorders using wavelet packet decomposition and support vector machine

(2007) Samjin Choi   EXPERT SYSTEMS WITH APPLICATIONS

Comparison of envelope extraction algorithms for cardiac sound signal segmentation

(2006) S CHOI et al.   EXPERT SYSTEMS WITH APPLICATIONS