Leveraging explainable AI for gut microbiome-based colorectal cancer classification
Abstract Studies have shown a link between colorectal cancer (CRC) and gut microbiome compositions. In these studies, machine learning is used to infer CRC biomarkers using global explanation methods. While these methods allow the identification of bacteria generally correlated with CRC, they fail t...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
BMC
2023-02-01
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| Series: | Genome Biology |
| Online Access: | https://doi.org/10.1186/s13059-023-02858-4 |