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

Explainable automated detection of heart valve diseases using deep multimodal fusion technique with PCG signals
K. P. Suchithra, Neethu Mohan, U Rajendra Acharya et al. Array, 2026. Cites: paper

Deep Multimodal Learning for Heart Sound Classification Using CNN, Transformer, and BiLSTM with Attention
Ilyas Ait Ichou, Samir Elouaham, Boujemaa Nassiri et al. Symmetry, 2026. Cites: paper

Texture Map-Augmented Attention Networks for MEMS-Based Multimodal PCG–ECG Signal Analysis in CAD Diagnosis
Fangyuan Chen, Jiangong Cui, Renxin Wang et al. IEEE Sensors Journal, 2026. Cites: paper

Phonocardiogram Classification Through Averaging Transforms and Domain-Balanced Cross-Mix Approaches
Ebrahim Ameen Nehary, Sreeraman Rajan. IEEE Transactions on Consumer Electronics, 2026. Cites: paper

Phonocardiogram classification based on machine learning and deep learning using hybrid features extraction techniques
Irfan Javid, Shamaila Hayat, Tuba Batool et al. Franklin Open, 2026. Cites: paper

Cross-domain diagnosis of cardiovascular disease from heart sound signals based on Mel-spectrogram and deep causal learning networks
Suiyan Wang, Jianwei Zheng, Ping Xie et al. Biomedical Signal Processing and Control, 2026. Cites: paper

Classification of Normal and Abnormal Heart Sounds Using Deep Learning on Phonocardiogram Signals
Mahesh Prasad Ransingh, Vishan Kumar Gupta, Shwetha Agarwal et al. International Conference on Power Electronics & IoT Applications in Renewable Energy and its Control (PARC), 2026. Cites: paper

Generative artificial intelligence for heart sound analysis: From model architectures to clinical applications
Mahmoud Fakhry, Abeer FathAllah Brery. Intelligent Systems with Applications, 2026. Cites: paper

Development and validation of AI-Enhanced auscultation for valvular heart disease screening through a multi-centre study
Andrew McDonald, Mark Gales, Bushra S. Rana et al. npj Cardiovascular Health, 2026. Cites: paper

BUET multi-disease heart sound dataset: A comprehensive auscultation dataset for developing computer-aided diagnostic systems
Shams Nafisa Ali, Afia Zahin, Samiul Based Shuvo et al. Computer Methods and Programs in Biomedicine Update, 2026. Cites: paper

Advances in intelligent heart sound auscultation technology
Mo Li, Jian-ning Chu, Ding-yuan Liang et al. Medicine in Novel Technology and Devices, 2026. Cites: paper

Progressive semi-supervised learning for multimodal pneumonia diagnosis
Md Jobayer, Md. Mehedi Hasan Shawon, Mirza Rasheduzzaman et al. Biomedical Signal Processing and Control, 2026. Cites: paper

Accurate Heart Sound Segmentation With Temporal Convolutional Network-Enhanced Duration Hidden Markov Model and Adaptive Calibration
Kai Yang, Chengyi Liu, Shuicai Wu. IEEE Transactions on Biomedical Engineering, 2026. Cites: paper

A method for heart sound classification using sample augmentation and INDANet
Jinpo Wang, Zijian Qiao, Yudong Yao et al. Review of Scientific Instruments, 2026. Cites: paper

Hierarchical fusion of electrocardiogram and phonocardiogram data improves heart failure detection
Fei Ma, Haobo Zhang, Siyi Fang et al. Patterns, 2026. Cites: paper

Towards intelligent phonocardiogram analysis: Advances and future perspectives in cardiovascular disease detection
Malaya Kumar Nath, Sanghamitra Subhadarsini Dash, Karthick Mookkandi et al. Engineering Applications of Artificial Intelligence, 2026. Cites: paper

A Dual Classifier–Regressor Architecture for Heart Sound Onset/Offset Detection
Pamuditha Somarathne, Sandun Herath, Gaetano Dario Gargiulo et al. IEEE Transactions on Biomedical Engineering, 2026. Cites: paper

Anomaly Heart Sound Detection Based on Multi-Domain Feature Fusion and Channel Attention
含雷和. Journal of Image and Signal Processing, 2026. Cites: paper

Cloud-Integrated Two-Stage Deep Learning System for Heart Sound Classification and Abnormality Typing
Sunil Bhutada, V. Kakulapati, T. D. S. Venkat et al. Lecture notes in networks and systems, 2026. Cites: paper

Design and engineering validation of a Bluetooth low energy indoor asset tracking system with ESP32-C6 wireless gateways for multi-story buildings
Xudong Gao. Big Data and Information Analytics, 2026. Cites: paper

Heart Sound Classification Using Deep Learning Models and Time-Frequency Features
Zhi Sheng Choong, Marni Azira Markom, Chang Su Yuan et al. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, 2026. Cites: paper

Internet of Medical Things‐Driven Deep Learning Approach for Automated Heart Sound Classification
Muhammad Sajid, Ghulam Gilanie, Syeda Naila Batool et al. IET Biometrics, 2026. Cites: paper

Mobile Phone-Based Heart Sound Detection via Multifeatures Fusion
Xinyi Zhao, Huanpu Yin, Xiangbin Meng et al. IEEE Transactions on Instrumentation and Measurement, 2026. Cites: paper

Multimodal Sensing System for Health Monitoring: A Systematic Review
Marah Nana Awa, Begonya García-Zapirain. Lecture notes on data engineering and communications technologies, 2026. Cites: paper

Normal-abnormal heart sound classification using MFCC-based acoustic features and gradient boosting
Jingyu Fang, Lijun Pei. Big Data and Information Analytics, 2026. Cites: paper

Novel Time–Frequency Representation for Biomedical Signal Analysis Using Generalized Gaussian COLA Windows
Pushpendra Singh, Megha Agarwal, Narendra Kumar Mishra et al. IEEE Transactions on Instrumentation and Measurement, 2026. Cites: paper

Robust heart murmur detection for AI digital stethoscopes: An evaluation protocol using the PhysioNet 2016 open PCG dataset
Marko Milić, Šćepan Sinanović, Dejan Kostić et al. Glasnik javnog zdravlja, 2026. Cites: paper

Sparsity-Constrained NMF Tokenization for Interpretable Medical Signal Classification
Sridharan Sankaran. IEEE Signal Processing Letters, 2026. Cites: paper

Translational machine learning in cardiac disease: Advancing diagnosis, monitoring, and prediction
Yueqing Sun, Zahra Keshavarz‐Motamed. Elsevier eBooks, 2026. Cites: paper

Ultrafast all-optical biomimetic encoder for spiking neural networks
Qijun Bian, Fangchen Hu, Junlian Jia et al. Opto-Electronic Science, 2026. Cites: paper

Wearable PCG-Based Edge Detection of Heart Valve Disorders Using Tiny Physics-Informed Neural Networks
Ngoc-Dau Mai, Kaleem Ullah, Wan‐Young Chung. IEEE Transactions on Instrumentation and Measurement, 2026. Cites: paper

Heart Sound Classification with MFCCs and Wavelet Daubechies Analysis Using Machine Learning Algorithms
Sebastian Guzmán-Alfaro, Karen E. Villagrana-Bañuelos, Manuel A. Soto-Murillo et al. Diagnostics, 2025. Cites: paper

Lightweight Fused Siamese CNN for Multi-Modal Cardiac Anomaly Detection from ECG and PCG Spectrograms
Jiahui Cheng, Yukun Ren, Hongyou Zuo et al. International Conference on Computational Biology and Bioinformatics (ICCBB), 2025. Cites: paper

Heart Sound Classification Using Ensemble-Learning and Multi-Feature Representations
Subhra Mohanty, Sabyasachi Patra. SN Computer Science, 2025. Cites: paper

A 4.001 mW, 89.31% Accurate Heart Sound Classifying RNN on FPGA with INT8
Jianwei Zhang, Tong Niu. International Conference on Computer and Communications (ICCC), 2025. Cites: paper

A Deep Learning Model for Heart Sound Classification Fusing Time-Frequency Features
Nuo Liu, Xiayu S. Chen, Yueyi Yu et al. IEEE Transactions on Biomedical Engineering, 2025. Cites: paper

Body sound denoising technologies: A survey and validation
Enze Li, Haojie Zhang, Kun Qian et al. Biomedical Signal Processing and Control, 2025. Cites: paper

Transfer learning based cardiac murmur detection in phonocardiogram signals using spectrograms
Pratibha Dohare, Unmesh Shukla, Diptadeep Bhattacharjee et al. Computer Methods in Biomechanics & Biomedical Engineering, 2025. Cites: paper

Can Information Representations Inspired by the Human Auditory Perception Benefit Computer Audition-Based Disease Detection? An Interpretable Comparative Study
Zhihua Wang, Haojie Zhang, Yang Tan et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Fabrication of Stretchable Piezoelectric Sensor with a Kirigami Design for Heart Sound Monitoring
Xudong Zhang, Xudong Ye, Xi Lei et al. Sensors, 2025. Cites: paper

DPPAT: Dual-Level Periodic Pattern-Aware Transformer for Heart Sound Murmur Identification
Zilan Hong, Wei Yu, Chunming Li et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

PCGNet: A CNN-Based Real-Time Cardiac Auscultation Classification System
Faizul Hakim, Jahin Ahmed, Ananya Anower et al. IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things (RAAICON), 2025. Cites: paper

X-CBNet: An Explainable Effective Deep Learning Framework Based on Spectrograms for Predicting Valvular Disorder using PCG Signals
Subham Kumar Padhy, Anjali Mohapatra, Sabyasachi Patra. Journal of Transformative Technologies and Sustainable Development, 2025. Cites: paper

Ultraefficient Compressed Phonocardiogram Classification on a Custom Embedded Neural Accelerator
Domenico Ragusa, Rens Baeyens, Danilo Pietro Pau et al. IEEE Internet of Things Journal, 2025. Cites: paper

BBANet: Bilateral biological auditory-inspired neural network for heart sound classification
Yang Tan, Haojie Zhang, Jingwen Xu et al. Engineering Applications of Artificial Intelligence, 2025. Cites: paper

Phonocardiogram Classification Model With Kolmogorov–Arnold Network for Training With Heterogeneous Dataset
Ebrahim Nehary, Sreeraman Rajan. IEEE Sensors Letters, 2025. Cites: paper

CardioPHON: Quality assessment and self-supervised pretraining for screening of cardiac function based on phonocardiogram recordings
Vladimir Despotović, Peter Počta, Andrej Žgank. Biomedical Signal Processing and Control, 2025. Cites: paper

Optimized Vision Transformer Architecture for Cardiac Auscultation Classification using GAN augmented MFCC representations
Divya Lalita Sri Jalligampala, Gangadhara Rao Kancharla, R. V. S. Lalitha. International Research Journal of Multidisciplinary Technovation, 2025. Cites: paper

Abnormal heart sound signal recognition based on fiber-optic EFPI sensor
Bin Liu, Zhuo Shan, Lin Yang et al. Optical Fiber Technology, 2025. Cites: paper

TF-crossnet: a cross-modal attention fusion network for cardiovascular disease classification using pcg and ecg signals
Xingguang Li, Yutong Hou, Kaiyao Shi et al. Biomedical Physics & Engineering Express, 2025. Cites: paper

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