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Make It Less Complex: Autoencoder for Speckle Noise Removal—Application to Breast and Lung Ultrasound

Ultrasound (US) imaging is used in the diagnosis and monitoring of COVID-19 and breast cancer. The presence of Speckle Noise (SN) is a downside to its usage since it decreases lesion conspicuity. Filters can be used to remove SN, but they involve time-consuming computation and parameter tuning. Seve...

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Detalles Bibliográficos
Autores principales: Oliveira-Saraiva, Duarte, Mendes, João, Leote, João, Gonzalez, Filipe André, Garcia, Nuno, Ferreira, Hugo Alexandre, Matela, Nuno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607564/
https://www.ncbi.nlm.nih.gov/pubmed/37888324
http://dx.doi.org/10.3390/jimaging9100217