Research graph
References from Online heart sound segmentation as temporal tracking: a closed-loop prediction–detection–update framework. Local targets link to admitted publications; unresolved targets remain external evidence.
Advances in intelligent heart sound auscultation technology
10.1016/j.medntd.2026.100430 · 2026 · External reference
Cardiovascular diseases (CVDs)
2025 · External reference
Real-time smart-digital stethoscope system for heart diseases monitoring
10.3390/s19122781 · 2019 · External reference
Review on the advancements of stethoscope types in chest auscultation
10.3390/diagnostics13091545 · 2023 · External reference
Segmentation-based adaptive feature extraction combined with mahalanobis distance classification criterion for heart sound diagnostic system
10.1109/jsen.2021.3063222 · 2021 · External reference
Hilbert domain characterizations of wavelet packets for automated heart sound abnormality detection
10.1016/j.bspc.2023.105793 · 2024 · External reference
A systematic review of heart sound detection algorithms: experimental results and insights
10.1109/tim.2025.3623767 · 2025 · External reference
A comprehensive survey on heart sound analysis in the deep learning era
10.1109/mci.2024.3401309 · 2024 · External reference
Cardiovascular Disease recognition based on heartbeat segmentation and selection process
10.3390/ijerph182010952 · 2021 · External reference
Abnormal heart sound recognition using SVM and LSTM models in real-time mode
10.1038/s41598-025-89647-0 · 2025 · External reference
Generative adversarial network augmented data for improved heart sound abnormality detection
10.1016/j.compbiomed.2025.110623 · 2025 · External reference
Heart murmur and abnormal PCG detection via wavelet scattering transform and 1D-CNN
10.1109/jsen.2025.3541320 · 2025 · External reference
Development and validation of an integrated residual-recurrent neural network model for automated heart murmur detection in pediatric populations
10.1038/s41598-025-04746-2 · 2025 · External reference
Detection of heart murmurs in phonocardiograms with parallel hidden semi-Markov models
10.22489/cinc.2022.020 · 2022 · External reference
An LSTM-based Listener for Early Detection of Heart Disease
10.22489/cinc.2022.151 · 2022 · External reference
Detection of murmurs from heart sound recordings with deep residual networks
10.22489/cinc.2022.047 · 2022 · External reference
Transfer learning in heart sound classification using mel spectrogram
10.22489/cinc.2022.046 · 2022 · External reference
A noise-robust heart sound segmentation algorithm based on shannon energy
10.1109/access.2024.3351570 · 2024 · External reference
Optimal heart sound segmentation algorithm based on k-mean clustering and wavelet transform
10.3390/app13021170 · 2023 · External reference
Heart sound segmentation algorithm based on heart sound envelogram
10.1109/cic.1997.647841 · 1997 · External reference
A novel heart sound activity detection framework for automated heart sound analysis
10.1016/j.bspc.2014.05.002 · 2014 · External reference
Neural network classification of homomorphic segmented heart sounds
10.1016/j.asoc.2005.06.006 · 2007 · External reference
Heart sound segmentation based on homomorphic filtering
10.1177/0267659114523463 · 2014 · External reference
Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram
2003 · External reference
Hilbert-envelope features for cardiac disease classification from noisy phonocardiograms
10.1016/j.bspc.2022.103864 · 2022 · External reference
Automatic moment segmentation and peak detection analysis of heart sound pattern via short-time modified Hilbert transform
10.1016/j.cmpb.2014.02.004 · 2014 · External reference
Separation of heart sounds and heart murmurs by Hilbert transform envelogram
10.3109/03091902.2013.816379 · 2013 · External reference
Segmentation of heart sound signals using improved Hilbert transform and wavelet packet transform
10.1007/s00034-025-03000-4 · 2025 · External reference
A heart sound segmentation algorithm using wavelet decomposition and reconstruction
10.1109/iembs.1997.757028 · 1997 · External reference
Effective heart sound segmentation and murmur classification using empirical wavelet transform and instantaneous phase for electronic stethoscope
10.1109/jsen.2017.2694970 · 2017 · External reference
Automatic segmentation and classification of heart sounds using modified empirical wavelet transform and power features
10.3390/app10144791 · 2020 · External reference
A robust heart sounds segmentation module based on S-transform
10.1016/j.bspc.2012.11.008 · 2013 · External reference
Detection of the first and second heart sound using probabilistic models
10.1109/iembs.2003.1280519 · 2003 · External reference
Automatic segmentation of heart sound signals using hidden markov models
10.1109/cic.2005.1588266 · 2005 · External reference
Automatic segmentation of the second cardiac sound by using wavelets and hidden Markov models
10.1109/iembs.2008.4649158 · 2008 · External reference
Pediatric heart sound segmentation using Hidden Markov Model
10.1109/embc.2014.6944869 · 2014 · External reference
Segmentation of heart sound recordings by a duration-dependent hidden Markov model
10.1088/0967-3334/31/4/004 · 2010 · External reference
Logistic regression-HSMM-based heart sound segmentation
10.1109/tbme.2015.2475278 · 2016 · External reference
Multi-centroid diastolic duration distribution based HSMM for heart sound segmentation
10.1016/j.bspc.2018.10.018 · 2019 · External reference
Temporal-framing adaptive network for heart sound segmentation without prior knowledge of state duration
10.1109/tbme.2020.3010241 · 2021 · External reference
Enhancement of phonocardiogram segmentation using convolutional neural networks with Fourier transform module
10.1007/s13534-025-00458-8 · 2025 · External reference
Deep convolutional neural networks for heart sound segmentation
10.1109/jbhi.2019.2894222 · 2019 · External reference
Heart sound segmentation—an event detection approach using deep recurrent neural networks
10.1109/tbme.2018.2843258 · 2018 · External reference
Heart sound segmentation via duration long–short term memory neural network
10.1016/j.asoc.2020.106540 · 2020 · External reference
End-to-end heart sound segmentation using deep convolutional recurrent network
10.1007/s40747-021-00325-w · 2021 · External reference
Heart sound signal annotation method based on end-to-end and channel attention mechanism
10.1088/1402-4896/ade9f9 · 2025 · External reference
Unsupervised segmentation of heart sounds from abrupt changes detection
10.1016/j.compbiomed.2025.109712 · 2025 · External reference
Scope: stochastic cartographic occupancy prediction engine for uncertainty-aware dynamic navigation
10.1109/tro.2025.3578234 · 2025 · External reference
An open access database for the evaluation of heart sound algorithms
10.1088/0967-3334/37/12/2181 · 2016 · External reference
Data segmentation algorithms: univariate mean change and beyond
10.1016/j.ecosta.2021.10.008 · 2024 · External reference
Change point detection via feedforward neural networks with theoretical guarantees
10.1016/j.csda.2023.107913 · 2024 · External reference
Random forests for change point detection
2023 · External reference
Nonparametric tests against trend
10.2307/1907187 · 1945 · External reference
The CirCor DigiScope dataset: from murmur detection to murmur classification
10.1109/jbhi.2021.3137048 · 2022 · External reference
Deep learning models for segmenting phonocardiogram signals: a comparative study
10.1371/journal.pone.0320297 · 2025 · External reference
Real-time joint filtering of gravity and gravity gradient data based on improved kalman filter
10.1109/tgrs.2024.3452038 · 2024 · External reference
The CirCor DigiScope phonocardiogram dataset (version 1.0.3)
10.13026/tshs-mw03 · 2022 · External reference
