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PathExpSurv: pathway expansion for explainable survival analysis and disease gene discovery

BACKGROUND: In the field of biology and medicine, the interpretability and accuracy are both important when designing predictive models. The interpretability of many machine learning models such as neural networks is still a challenge. Recently, many researchers utilized prior information such as bi...

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Detalles Bibliográficos
Autores principales: Hou, Zhichao, Leng, Jiacheng, Yu, Jiating, Xia, Zheng, Wu, Ling-Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648621/
https://www.ncbi.nlm.nih.gov/pubmed/37968615
http://dx.doi.org/10.1186/s12859-023-05535-2