Article
Prognostic pan-cancer and single-cancer models: A large-scale analysis using a real-world clinico-genomic database
2023-12-19
Abstract excerpt
Prognostic models in oncology have a profound impact on personalized cancer care and patient profiling, but tend to be heterogeneously developed and implemented in narrow patient cohorts. Here, we develop and benchmark multiple machine learning models to predict survival in pan-cancer and 16 single-cancer settings using a de-identified clinico-genomic database of 28,079 US patients with cancer. We identify key pre...
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Identifiers and source
- Literature Corpus work
- 063bb598-e258-536d-83a8-009ee86f8248
- DOI
- 10.1101/2023.12.18.23300166