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...

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Detalles Bibliográficos
Autores principales: Shao, Yijun, Ahmed, Ali, Zamrini, Edward Y., Cheng, Yan, Goulet, Joseph L., Zeng-Treitler, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
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

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967882/
https://www.ncbi.nlm.nih.gov/pubmed/36836451
http://dx.doi.org/10.3390/jpm13020217

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