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Deep Layer Kernel Sparse Representation Network for the Detection of Heart Valve Ailments from the Time-Frequency Representation of PCG Recordings

The heart valve ailments (HVAs) are due to the defects in the valves of the heart and if untreated may cause heart failure, clots, and even sudden cardiac death. Automated early detection of HVAs is necessary in the hospitals for proper diagnosis of pathological cases, to provide timely treatment, a...

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Detalles Bibliográficos
Autores principales: Ghosh, Samit Kumar, Ponnalagu, R. N., Tripathy, R. K., Acharya, U. Rajendra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769642/
https://www.ncbi.nlm.nih.gov/pubmed/33415163
http://dx.doi.org/10.1155/2020/8843963