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Enhancing Clinical Data Analysis by Explaining Interaction Effects between Covariates in Deep Neural Network Models
Deep neural network (DNN) is a powerful technology that is being utilized by a growing number and range of research projects, including disease risk prediction models. One of the key strengths of DNN is its ability to model non-linear relationships, which include covariate interactions. We developed...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967882/ https://www.ncbi.nlm.nih.gov/pubmed/36836451 http://dx.doi.org/10.3390/jpm13020217 |