Publications citing Classification of Heart Sound Recordings: The PhysioNet/Computing in Cardiology Challenge 2016 v1.0.0

End-to-End Multi-Modal Tiny-CNN for Cardiovascular Monitoring on Sensor Patches
Mustafa Fuad Rifet Ibrahim, Tunç Alkanat, Maurice Meijer et al. IEEE International Conference on Pervasive Computing and Communications, 2024. Cites: paper

A Comparative Study of Heart Sound Denoising Using Adaptive Line Enhancer with LMF Algorithm
Witthawas Pongyart, Wisute Ongcunaruk. International Electrical Engineering Congress (iEECON), 2024. Cites: paper

Acoustic meta-stethoscope for cardiac auscultation
Ruoxue Dai, Zhengji Chen, Jingjing Liu et al. APL Materials, 2024. Cites: paper

Improving the Diagnosis of Cardiac Abnormalities Through Feature Extraction from the Heart Sound Signal Using Machine Learning Classification Algorithms
E Sahraee, Mehdi Taghizadeh, Behnam Gholami et al. Armaghane Danesh, 2024. Cites: paper

Accurate Localization of First and Second Heart Sounds via Template Matching in Forcecardiography Signals
Jessica Centracchio, Salvatore Parlato, Daniele Esposito et al. Sensors, 2024. Cites: paper

[Research on bark-frequency spectral coefficients heart sound classification algorithm based on multiple window time-frequency reassignment].
Jun Xia, Jing Sun, Hongbo Yang et al. PubMed, 2024. Cites: paper

Artificial intelligence framework for heart disease classification from audio signals
Sidra Abbas, Stephen Ojo, Abdullah Al Hejaili et al. Scientific Reports, 2024. Cites: paper

Stretchable piezoelectret electronic stethoscope for phonocardiography and lung sound detection in motion and noise conditions
Liuyang Han, Weijin Liang, Yuhan Liu et al. Applied Materials Today, 2024. Cites: paper

Extraction of fetal heart beat sounds in abdominal phonocardiograms using deep attention transformer network
Murad Almadani, Mohanad Alkhodari, Samit Kumar Ghosh et al. Research Square, 2024. Cites: paper

A pooling convolution model for multi-classification of ECG and PCG signals
Juliang Wang, Junbin Zang, Menghui Xiang et al. Computer Methods in Biomechanics & Biomedical Engineering, 2024. Cites: paper

ZCHSound: Open-Source ZJU Paediatric Heart Sound Database With Congenital Heart Disease
Weijie Jia, Yunyan Wang, Renwei Chen et al. IEEE Transactions on Biomedical Engineering, 2024. Cites: paper

Artificial intelligence for heart sound classification: A review
Junxin Chen, Zhihuan Guo, Xu Xu et al. Expert Systems, 2024. Cites: paper

Abnormal Heart Sound Detection using Time-Frequency Analysis and Machine Learning Techniques
Parastoo Sadeghi Nia, Hamed Danandeh Hesar. Biomedical Signal Processing and Control, 2024. Cites: paper

A Comparative Study of Pre-trained Audio and Speech Models for Heart Sound Detection
Yuxin Duan, Chenyu Yang, Zihan Zhao et al. Communications in computer and information science, 2024. Cites: paper

A Comprehensive Overview of Heart Sound Analysis Using Machine Learning Methods
Motaz Faroq A. Ben Hamza, Nilam Nur Amir Sjarif. IEEE Access, 2024. Cites: paper

A Hybrid Framework of Transformer Encoder and Residential Conventional for Cardiovascular Disease Recognition Using Heart Sounds
Riyadh M. Al-Tam, Aymen M. Al-Hejri, Ebrahim Naji et al. IEEE Access, 2024. Cites: paper

A Noise-Robust Heart Sound Segmentation Algorithm Based on Shannon Energy
Youness Arjoune, Trong Nguyen, Robin Winkler Doroshow et al. IEEE Access, 2024. Cites: paper

Automated System for the Detection of Heart Anomalies Using Phonocardiograms: A Systematic Review
Anjan Gudigar, U. Raghavendra, M. Maithri et al. IEEE Access, 2024. Cites: paper

Classification of Phonocardiogram Signals Using the Wavelet Scattering Transform and Equilibrium Optimization Approach
Ahmed Aldhahab, Mustafa Rashid Ismael, Haider J. Abd. IEEE Access, 2024. Cites: paper

Clinical decision support system using a machine learning model to assist simultaneous cardiopulmonary auscultation: Open-label randomized controlled trial
Takanobu Hirosawa, Tetsu Sakamoto, Yukinori Harada et al. Digital Health, 2024. Cites: paper

Deep machine learning for biosignal analysis
Pubudu Theekshana Thilakasiri Dissanayakage. Queensland University of Technology, 2024. Cites: paper

Exploiting Data-Efficient Image Transformer-Based Transfer Learning for Valvular Heart Diseases Detection
Talit Jumphoo, Khomdet Phapatanaburi, Wongsathon Pathonsuwan et al. IEEE Access, 2024. Cites: paper

Federated Abnormal Heart Sound Detection with Weak to No Labels
Wanyong Qiu, Chen Quan, Yongzi Yu et al. Cyborg and Bionic Systems, 2024. Cites: paper

Low-Cost FPGA Implementation of Deep Learning-Based Heart Sound Segmentation for Real-Time CVDs Screening
Daniel Enériz, Antonio J. Rodríguez-Almeida, Himar A. Fabelo et al. IEEE Transactions on Instrumentation and Measurement, 2024. Cites: paper

Machine learning techniques for cardiovascular disease detection through heart sound analysis: A review
Ali Hussein Shaker, Ibrahim Amer Ibrahim, Sadik Kamel Gharghan. AIP conference proceedings, 2024. Cites: paper

Monitoring Cardiovascular Physiology Using Bio-Compatible AlN Piezoelectric Skin Sensors
Angela Tafadzwa Shumba, Süleyman Mahircan Demir, Vincenzo Mastronardi et al. IEEE Access, 2024. Cites: paper

NeoSSNet: Real-Time Neonatal Chest Sound Separation Using Deep Learning
Yang Yi Poh, Ethan Grooby, Kenneth Tan et al. IEEE Open Journal of Engineering in Medicine and Biology, 2024. Cites: paper

Phonocardiogram Classification by Learning From Positive and Unlabeled Examples
Ebrahim Ameen Nehary, Sreeraman Rajan. IEEE Transactions on Instrumentation and Measurement, 2024. Cites: paper

Recent Advances in PCG Signal Analysis using AI: A Review
Tanmay Sinha Roy, Joyanta Kumar Roy, Nirupama Mandal et al. International Journal on Smart Sensing and Intelligent Systems, 2024. Cites: paper

Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning
Aristotelis Ballas, Vasileios Papapanagiotou, Christos Diou. IEEE Access, 2024. Cites: paper

E2E Multi-Scale CNN with LSTM for Murmur Detection in PCG or Noise Identification
Alex Paul Kamson, Macline Crecsilla Lewis, B N Vishnu Sunil et al. International Conference on Electrical, Communication, and Computer Engineering (ICECCE), 2023. Cites: paper

Heart Sound Classification based on Discrete Wavelet Transform and Group-based Sparse Features of PCG Signal
Zahra Hossein‐Nejad, Mehdi Nasri. International Conference on Information and Knowledge Technology (IKT), 2023. Cites: paper

[Detection method of early heart valve diseases based on heart sound features].
Chengfa Sun, Xinpei Wang, Changchun Liu. PubMed, 2023. Cites: paper

A GENERATIVE MODEL FOR DEEP FAKE AUGMENTATION OF PHONOCARDIOGRAM AND ELECTROCARDIOGRAM SIGNALS USING LSGAN AND CYCLE GAN
Swarajya Madhuri Rayavarapu, Tammineni Shanmukha Prasanthi, Gottapu Santosh Kumar et al. Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska, 2023. Cites: paper

AMNet: Introducing an Adaptive Mel-Spectrogram End-to-End Neural Network for Heart Sound Classification
Yang Tan, Zhihua Wang, Kun Qian et al. IEEE International Conference on E-health Networking, Application & Services (HealthCom), 2023. Cites: paper

Hilbert domain characterizations of wavelet packets for automated heart sound abnormality detection
Biswajit Karan, Trideba Padhi. Biomedical Signal Processing and Control, 2023. Cites: paper

Multiclassification for heart sound signals under multiple networks and multi-view feature
Juliang Wang, Junbin Zang, Shuai Yao et al. Measurement, 2023. Cites: paper

Heart Disease Prediction with Feature Selection Based on Metaheuristic Optimization Algorithms and Electronic Filter Model
İbrahim Işık. Arabian Journal for Science and Engineering, 2023. Cites: paper

An Enhanced Cardiac Auscultation Approach for the detection of abnormal Heartbeat and murmur based on Multimodal Deep Learning
Haseeb Jan, Chen Tang. Research Square, 2023. Cites: paper

Classification of Cardiovascular Diseases using PCG
Manideep Bhupalam, Hari Charan Reddy Manthoor, Ananthakrishna Thalengala. International Conference on Modeling, Simulation & Intelligent Computing (MoSICom), 2023. Cites: paper

2D ViT and 1D CRNN-based Heart Sound Signals Detection Model
Zihan Tao, Zhimin Ren, Xiaoli Yang et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023. Cites: paper

Abnormal Heart Sound Classification and Model Interpretability: A Transfer Learning Approach with Deep Learning
Milan Marocchi, Leigh Abbott, Yue Rong et al. Journal of Vascular Diseases, 2023. Cites: paper

On Exploring Audio Anomaly in Speech
Tiago Roxo, Joana Cabral Costa, Pedro R. M. Inácio et al. IEEE International Workshop on Information Forensics and Security, 2023. Cites: paper

Classification of Normal and Abnormal Heart Sounds Using Hjorth Features and LSTM – RNN Algorithm
Ardian Rizal, Hilman Fauzi, D R Wulandari et al. Journal of Physics Conference Series, 2023. Cites: paper

Heart Sound Classification Based on MFCC Feature Extraction and Long-Short Term Neural Networks
Subham Kumar Padhy, Anjali Mohapatra, Sabyasachi Patra. International Conference on Ambient Intelligence in Health Care (ICAIHC), 2023. Cites: paper

Learning Representations from Heart Sound: A Comparative Study on Shallow and Deep Models
Kun Qian, Zhihao Bao, Zhonghao Zhao et al. Cyborg and Bionic Systems, 2023. Cites: paper

An edge-device-compatible algorithm for valvular heart diseases screening using phonocardiogram signals with a lightweight convolutional neural network and self-supervised learning
Shichao Ma, Junyi Chen, Joshua W. K. Ho. Computer Methods and Programs in Biomedicine, 2023. Cites: paper

Enhancing Imbalanced Heart Sound Classification through Transfer Learning and Gammatonegram Image Analysis
Sinam Ashinikumar Singh, Sinam Ajitkumar Singh, Aheibam Dinamani Singh. Research Square, 2023. Cites: paper

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Information Sciences Letters, 2023. Cites: paper

Heart Sound Classification Using Wavelet Analysis Approaches and Ensemble of Deep Learning Models
Jina Lee, Keun-Chang Kwak. Applied Sciences, 2023. Cites: paper

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