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Identification of potentially oncogenic alterations from tumor-only samples reveals Fanconi anemia pathway mutations in bladder carcinomas
Cancer is caused by germline and somatic mutations, which can share biological features such as amino acid change. However, integrated germline and somatic analysis remains uncommon. We present a framework that uses machine learning to learn features of recurrent somatic mutations to (1) predict som...
Autores principales: | Madubata, Chioma J, Roshan-Ghias, Alireza, Chu, Timothy, Resnick, Samuel, Zhao, Junfei, Arnes, Luis, Wang, Jiguang, Rabadan, Raul |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677944/ https://www.ncbi.nlm.nih.gov/pubmed/29263839 http://dx.doi.org/10.1038/s41525-017-0032-5 |
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