Classifying Heart-Sound Signals Based on CNN Trained on MelSpectrum and Log-MelSpectrum Features by Wei Chen, Zixuan Zhou, Junze Bao, Chengniu Wang, Hanqing Chen, Chen Xu, Gangcai Xie, Hongmin Shen, Huiqun Wu

Subjects: “…heart-sound classification…”
Get full text

Heart sound classification based on improved mel-frequency spectral coefficients and deep residual learning by Feng Li, Feng Li, Zheng Zhang, Lingling Wang , Wei Liu

Subjects: “…heart sound classification…”
Get full text

Classification of Heart Sounds Using Convolutional Neural Network by Fan Li, Hong Tang, Shang Shang, Klaus Mathiak, Fengyu Cong

Subjects: “…automatic heart sound classification…”
Get full text

A New Method to Improve Automated Classification of Heart Sound Signals: Filter Bank Learning in Convolutional Neural Networks by Seyed Vahab Shojaedini, Sajedeh Morabbi

Subjects: “…heart sound classification deep learning neural networks self…”
Get full text

Abnormal Heart Sound Classification and Model Interpretability: A Transfer Learning Approach with Deep Learning by Milan Marocchi, Leigh Abbott, Yue Rong, Sven Nordholm, Girish Dwivedi

Subjects: Get full text

Deep attention-based neural networks for explainable heart sound classification by Zhao Ren, Kun Qian, Fengquan Dong, Zhenyu Dai, Wolfgang Nejdl, Yoshiharu Yamamoto, Björn W. Schuller

Subjects: Get full text

A Comprehensive Overview of Heart Sound Analysis Using Machine Learning Methods by Motaz Faroq A. Ben Hamza, Nilam Nur Amir Sjarif

Subjects: Get full text

Heart Sound Classification Using Wavelet Analysis Approaches and Ensemble of Deep Learning Models by Jin-A Lee, Keun-Chang Kwak

Subjects: “…heart sound classification…”
Get full text

Cardiac sound classification using a hybrid approach: MFCC-based feature fusion and CNN deep features by Mahbubeh Bahreini, Ramin Barati, Abbas Kamali

Subjects: Get full text

Automated System for the Detection of Heart Anomalies Using Phonocardiograms: A Systematic Review by Anjan Gudigar, U. Raghavendra, M. Maithri, Jyothi Samanth, Mahesh Anil Inamdar, V. Vidhya, Jahmunah Vicnesh, Mukund A. Prabhu, Ru-San Tan, Chai Hong Yeong, Filippo Molinari, U. R. Acharya

Subjects: Get full text

Exploring the Impact of Signal Quality Enhancement on Heart Sound Classification Models by Davoud Shariat Panah, Andrew Hines, Susan Mckeever

Subjects: “…Heart sound classification…”
Get full text

Heart Sound Classification Network Based on Convolution and Transformer by Jiawen Cheng, Kexue Sun

Subjects: Get full text

Deep Learning Algorithms to Detect Murmurs Associated With Structural Heart Disease by John Prince, John Maidens, Spencer Kieu, Caroline Currie, Daniel Barbosa, Cody Hitchcock, Adam Saltman, Kambiz Norozi, Philipp Wiesner, Nicholas Slamon, Erica Del Grippo, Deepak Padmanabhan, Anand Subramanian, Cholenahalli Manjunath, John Chorba, Subramaniam Venkatraman

Subjects: Get full text

Synthesis of Normal Heart Sounds Using Generative Adversarial Networks and Empirical Wavelet Transform by Pedro Narváez, Winston S. Percybrooks

Subjects: Get full text

Multi-level feature encoding algorithm based on FBPSI for heart sound classification by Yu Fang, Hongxia Leng, Weibo Wang, Dongbo Liu

Subjects: “…Heart sound classification…”
Get full text

A wearable nanoscale heart sound sensor based on P(VDF-TrFE)/ZnO/GR and its application in cardiac disease detection by Yi Luo, Jian Liu, Jiachang Zhang, Yu Xiao, Ying Wu, Zhidong Zhao

Subjects: Get full text

A New Method for Heart Disease Detection: Long Short-Term Feature Extraction from Heart Sound Data by Mesut Guven, Fatih Uysal

Subjects: Get full text

Deep Learning Methods for Heart Sounds Classification: A Systematic Review by Wei Chen, Qiang Sun, Xiaomin Chen, Gangcai Xie, Huiqun Wu, Chen Xu

Subjects: Get full text

Non-invasive ML methods for diagnosis of congenital heart disease associated with pulmonary arterial hypertension by Yuyang Gao, Pengyue Ma, Jiahua Pan, Hongbo Yang, Tao Guo, Weilian Wang

Subjects: Get full text

S2 Heart Sound Detects Aortic Valve Calcification Independent of Hemodynamic Changes in Mice by Valentina Dargam, Hooi Hooi Ng, Hooi Hooi Ng, Sana Nasim, Daniel Chaparro, Camila Iansen Irion, Suhas Rathna Seshadri, Armando Barreto, Zachary C. Danziger, Lina A. Shehadeh, Lina A. Shehadeh, Joshua D. Hutcheson, Joshua D. Hutcheson

Subjects: Get full text