GenoDrawing: An Autoencoder Framework for Image Prediction from SNP Markers
Advancements in genome sequencing have facilitated whole-genome characterization of numerous plant species, providing an abundance of genotypic data for genomic analysis. Genomic selection and neural networks (NNs), particularly deep learning, have been developed to predict complex traits from dense...
| Published in: | Plant Phenomics |
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| Main Authors: | , , , |
| Format: | Article |
| Language: | English |
| Published: |
American Association for the Advancement of Science (AAAS)
2023-01-01
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| Online Access: | https://spj.science.org/doi/10.34133/plantphenomics.0113 |