Computer Vision | Plant Breeding DEKR-SPrior: An Efficient Bottom-Up Keypoint Detection Model for Accurate Pod Phenotyping in Soybean. June 28, 2024
Agriculture | Plant Breeding Enhancing the potential of phenomic and genomic prediction in winter wheat breeding using high-throughput phenotyping and deep learning. June 14, 2024
Agricultural Genetics | Bioinformatics | Plant Breeding Enhancing genome-wide populus trait prediction through deep convolutional neural networks. May 14, 2024
Plant Breeding | Plant Genomics Data Augmentation Enhances Plant-Genomic-Enabled Predictions. March 28, 2024
Genomics | Machine Learning | Plant Breeding Deep learning methods improve genomic prediction of wheat breeding. March 20, 2024
Genomics | Plant Breeding Genomic selection in plant breeding: key factors shaping two decades of progress. March 13, 2024
Artificial Intelligence | Genetics | Plant Breeding A comparative study of 11 non-linear regression models highlighting autoencoder, DBN, and SVR, enhanced by SHAP importance analysis in soybean branching prediction. March 12, 2024
Animal Breeding | Genomics | Machine Learning | Plant Breeding Genomic prediction using machine learning: a comparison of the performance of regularized regression, ensemble, instance-based and deep learning methods on synthetic and empirical data. February 7, 2024
Genomics | Phenotyping | Plant Breeding GenoDrawing: An Autoencoder Framework for Image Prediction from SNP Markers. January 19, 2024
Agricultural Science | Genetics | Plant Breeding Ridge regression and deep learning models for genome-wide selection of complex traits in New Mexican Chile peppers. December 19, 2023
Bioinformatics | Data Science | Genomics | Plant Breeding A transformer-based genomic prediction method fused with knowledge-guided module. December 7, 2023
Livestock breeding | Plant Breeding Improved genomic prediction using machine learning with Variational Bayesian sparsity. September 2, 2023