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Deep learning for heart sound analysis: A literature review
Q Zhao, S Geng, B Wang, Y Sun, W Nie, B Bai, C Yu… - medRxiv, 2023 - medrxiv.org
Heart sound auscultation is a physical examination routinely used in clinical practice to
identify potential cardiac abnormalities. However, accurate interpretation of heart sounds …
identify potential cardiac abnormalities. However, accurate interpretation of heart sounds …
Deep Learning in Heart Sound Analysis: From Techniques to Clinical Applications
Q Zhao, S Geng, B Wang, Y Sun, W Nie, B Bai… - Health Data …, 2024 - spj.science.org
Importance: Heart sound auscultation is a routinely used physical examination in clinical
practice to identify potential cardiac abnormalities. However, accurate interpretation of heart …
practice to identify potential cardiac abnormalities. However, accurate interpretation of heart …
Enhancing cross-domain robustness in phonocardiogram signal classification using domain-invariant preprocessing and transfer learning
Background and objective: Phonocardiogram (PCG) signal analysis is a non-invasive and
cost-efficient approach for diagnosing cardiovascular diseases. Existing PCG-based …
cost-efficient approach for diagnosing cardiovascular diseases. Existing PCG-based …
Time-frequency fragment selection for disease detection from imbalanced phonocardiogram data
Cardiovascular disease (CVD) has become the most concerning disease worldwide. A
Phonocardiogram (PCG), the graphical representation of heart sound, is a non-invasive …
Phonocardiogram (PCG), the graphical representation of heart sound, is a non-invasive …
Early-warning of Cardiac Condition through Detection of Murmur in Heart Sound-A Case Study
Cardiovascular disease, particularly Rheumatic Heart Disease (RHD), is one of the leading
causes of death in many develo** countries. RHD is manageable and treatable with early …
causes of death in many develo** countries. RHD is manageable and treatable with early …
[PDF][PDF] Research process on deep learning methods for heart sounds classification
W Wu, Y Zhang, Q Xu, J Zhao, R Yan - zentimepublishing.com
Cardiovascular diseases are still the primary threats to people's health around the world.
Automatic heart sound classification technology, as a fast and efficient means for diagnosis …
Automatic heart sound classification technology, as a fast and efficient means for diagnosis …
[HTML][HTML] 基于双谱特征提取和卷积神经网络的心音分类算法
利勇彭， 海燕全 - Sheng Wu Yi Xue Gong Cheng Xue Za Zhi …, 2024 - pmc.ncbi.nlm.nih.gov
在全球的死亡案例中, 心血管疾病(CVD) 是主要的致死原因之一. 心音分类识别在心血管疾病的
早期发现中起着关键作用. **常心音和异常心音之间的区别并不明显, 本文为提升心音分类模型 …
早期发现中起着关键作用. **常心音和异常心音之间的区别并不明显, 本文为提升心音分类模型 …