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Deep learning based prediction of prognosis in nonmetastatic clear cell renal cell carcinoma

Survival analyses for malignancies, including renal cell carcinoma (RCC), have primarily been conducted using the Cox proportional hazards (CPH) model. We compared the random survival forest (RSF) and DeepSurv models with the CPH model to predict recurrence-free survival (RFS) and cancer-specific su...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Byun, Seok-Soo, Heo, Tak Sung, Choi, Jeong Myeong, Jeong, Yeong Seok, Kim, Yu Seop, Lee, Won Ki, Kim, Chulho
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7806580/
https://ncbi.nlm.nih.gov/pubmed/33441830
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-80262-9
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