A Fair Performance Comparison between Complex-Valued and Real-Valued Neural Networks for Disease Detection

Our aim is to contribute to the classification of anomalous patterns in biosignals using this novel approach. We specifically focus on melanoma and heart murmurs. We use a comparative study of two convolution networks in the Complex and Real numerical domains. The idea is to obtain a powerful approa...

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Detalles Bibliográficos
Autores principales: Jojoa, Mario, Garcia-Zapirain, Begonya, Percybrooks, Winston
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9406326/
https://www.ncbi.nlm.nih.gov/pubmed/36010243
http://dx.doi.org/10.3390/diagnostics12081893

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9406326/
https://www.ncbi.nlm.nih.gov/pubmed/36010243
http://dx.doi.org/10.3390/diagnostics12081893

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