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Survival prediction and prognostic factors in colorectal cancer after curative surgery: insights from cox regression and neural networks

Medical research frequently relies on Cox regression to analyze the survival distribution of cancer patients. Nonetheless, in specific scenarios, neural networks hold the potential to serve as a robust alternative. In this study, we aim to scrutinize the effectiveness of Cox regression and neural ne...

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Detalles Bibliográficos
Autores principales: Alinia, Shayeste, Asghari-Jafarabadi, Mohammad, Mahmoudi, Leila, Norouzi, Solmaz, Safari, Maliheh, Roshanaei, Ghodratollah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10514146/
https://www.ncbi.nlm.nih.gov/pubmed/37735621
http://dx.doi.org/10.1038/s41598-023-42926-0