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Deep mendelian randomization: Investigating the causal knowledge of genomic deep learning models
Multi-task deep learning (DL) models can accurately predict diverse genomic marks from sequence, but whether these models learn the causal relationships between genomic marks is unknown. Here, we describe Deep Mendelian Randomization (DeepMR), a method for estimating causal relationships between gen...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9624391/ https://www.ncbi.nlm.nih.gov/pubmed/36265006 http://dx.doi.org/10.1371/journal.pcbi.1009880 |