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Study of hyperparameters in the semantic segmentation of heart sounds
2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2023Christian Escobar Arce +1 more
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Using Convolutional Neural Networks for Fetal Heart Sound Segmentation
2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)The development of phonocardiography processing methods is gradually becoming more important as the amount of data increases due to the ease and low cost of such measurements. To improve diagnosis and aid medical experts, heart sound-based disorder classification methods have been introduced.
Kristof, Muller +3 more
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Segmentation of Heart Sound by Clustering Using Spectral and Temporal Features
2018Cardiac auscultation is a method used to listen heart sound. Condition of the heart can be predicted with cardiac auscultation because heart generates a specific rhythm of sound and any changes in the rhythm of the heart sound may be due to abnormalities of heart.
Shah Khalid +3 more
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A critical review of heart sound signal segmentation algorithms
Smart Health, 2022Pg Emeroylariffion Abas +1 more
exaly
Heart sound segmentation based on morphological transformation
STUDIES IN HEALTH SCIENCESIn cardiology, the study of heart sounds is an essential diagnostic tool. Heart sound segmentation is used to automatically analyse phonocardiogram signals(PCG). This provides relevant information for diagnosis and increases the accuracy of identification.
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End-to-end heart sound segmentation using deep convolutional recurrent network
Complex & Intelligent Systems, 2021Yanan Sun, Jiancheng Lv, Lv Jiancheng
exaly
An efficient heart sound segmentation approach using kurtosis and zero frequency filter features
Biomedical Signal Processing and Control, 2020Sachin Kumar Singh, Debjani Mitra
exaly
Heart sound segmentation via Duration Long–Short Term Memory neural network
Applied Soft Computing Journal, 2020Jiancheng Lv, Yanan Sun
exaly
Segmentation of heart sound signals into cycles based on peak intervals pattern
2014Mohd Zubir Suboh, Muḥyī Yaakop
exaly

