Heart sounds classification using convolutional neural network with 1D-local binary pattern and 1D-local ternary pattern features

Classification of cardiac disorders using 1D local ternary patterns based on pulse plethysmograph signals

(2021) Sumair Aziz et al.   EXPERT SYSTEMS

Classification of heart sounds using fractional fourier transform based mel-frequency spectral coefficients and traditional classifiers

(2019) Zaid Abduh et al.   Biomedical Signal Processing and Control

Fall detection through acoustic Local Ternary Patterns

(2018) Syed M. Adnan et al.   APPLIED ACOUSTICS

Classification of heart sound signal using curve fitting and fractal dimension

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

A study of time-frequency features for CNN-based automatic heart sound classification for pathology detection

(2018) Baris Bozkurt et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Microscopic abnormality classification of cardiac murmurs using ANFIS and HMM

(2018) H. M. Fahad et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Heart sound classification based on scaled spectrogram and tensor decomposition

(2017) Wenjie Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Effective Heart Sound Segmentation and Murmur Classification Using Empirical Wavelet Transform and Instantaneous Phase for Electronic Stethoscope

(2017) V. Nivitha Varghees et al.   IEEE SENSORS JOURNAL

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

An open access database for the evaluation of heart sound algorithms

(2016) Chengyu Liu et al.   PHYSIOLOGICAL MEASUREMENT

Deep learning

(2015) Yann LeCun et al.   NATURE

A review of microarray datasets and applied feature selection methods

(2014) V. Bolón-Canedo et al.   INFORMATION SCIENCES

A comparative study on local binary pattern (LBP) based face recognition: LBP histogram versus LBP image

(2013) Bo Yang et al.   NEUROCOMPUTING

Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions

(2010) Xiaoyang Tan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Biomedical System Based on Artificial Neural Network and Principal Component Analysis for Diagnosis of the Heart Valve Diseases

(2010) Harun Uğuz   JOURNAL OF MEDICAL SYSTEMS

Evaluation of ensemble methods for diagnosing of valvular heart disease

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