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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2022
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| Materias: | |
| 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 |