Agricultural Genetics | Bioinformatics | Plant Breeding Enhancing genome-wide populus trait prediction through deep convolutional neural networks. May 14, 2024
Biotechnology | Plant Biology Deep learning-based quantification and transcriptomic profiling reveal a methyl jasmonate-mediated glandular trichome formation pathway in Cannabis sativa. February 9, 2024
Agriculture | Deep Learning | Plant Science Deep learning-based association analysis of root image data and cucumber yield. January 9, 2024
Agriculture | Genetics | Plant Science Deep learning-enabled discovery and characterization of HKT genes in Spartina alterniflora. July 26, 2023
Bioinformatics | Computational Biology | Genetics Deep learning-assisted prediction of protein-protein interactions in Arabidopsis thaliana. March 15, 2023
Agricultural Science | Computer Vision | Plant Pathology Meta-learning Shows Great Potential in Plant Diseases Recognition Under Few Available Samples. March 8, 2023
Bioinformatics | Plant Biology | Systems Biology Unsupervised and semi-supervised learning: the next frontier in machine learning for plant systems biology. July 13, 2022
Agriculture | Botany | Genetics Genomic regions associate with major axes of variation driven by gas exchange and leaf construction traits in cultivated sunflower (Helianthus annuus L.). July 11, 2022
Biotechnology | Genetics | Plant Science A cost-effective maize ear phenotyping platform enables rapid categorization and quantification of kernels. January 21, 2021
Agriculture | Botany | Plant Science Hyperspectral imaging combined with machine learning as a tool to obtain high-throughput plant salt-stress phenotyping. November 4, 2019
Genetics | Plant Biology DeepTetrad: high-throughput image analysis of meiotic tetrads by deep learning in Arabidopsis thaliana. September 19, 2019
Other Pheno-Deep Counter: a unified and versatile deep learning architecture for leaf counting. December 17, 2018