The DEM software comprises 4 functional modules: data preprocessing, dual-extraction modeling, phenotypic prediction, and functional gene mining.
- Installation via Python pip
pip install biodem
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- Please cite the following article:
Ren, Y., Wu, C., Zhou, H., Hu, X., Miao, Z., 2024. Dual-Extraction Modeling: A multimodal deep learning architecture for phenotypic prediction and functional gene mining of complex traits. Plant Comm. https://doi.org/10.1016/j.xplc.2024.101002
Chuang Ma
Principal Investigator, Professor, Doctoral Supervisor
My research interests include artificial intelligence, abiotic stress and plant breeding.