A multi-task convolutional deep neural network for variant calling in single molecule sequencing
Single Molecule Sequencing (SMS) technologies generate long but noisy reads data. Here, the authors develop Clairvoyante, a deep neural network-based method for variant calling with SMS reads such as PacBio and ONT data.
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Publishing Group
2019-03-01
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| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-019-09025-z |