Agriculture | Breeding | Genomics PNNGS, a multi-convolutional parallel neural network for genomic selection. September 18, 2024
Agriculture | Crop Science | Genetics TrG2P: A transfer-learning-based tool integrating multi-trait data for accurate prediction of crop yield. June 22, 2024
Bioinformatics | Genomics | Machine Learning Residual networks without pooling layers improve the accuracy of genomic predictions. May 21, 2024
Animal Breeding | Genomics Residual network improves the prediction accuracy of genomic selection. May 15, 2024
Plant Breeding | Plant Genomics Data Augmentation Enhances Plant-Genomic-Enabled Predictions. March 28, 2024
Genomics | Plant Breeding Genomic selection in plant breeding: key factors shaping two decades of progress. March 13, 2024
Genomics | Phenotyping | Plant Breeding GenoDrawing: An Autoencoder Framework for Image Prediction from SNP Markers. January 19, 2024
Agriculture | Crop Science | Plant Genetics Review of applications of artificial intelligence (AI) methods in crop research. January 12, 2024
Agricultural Science | Genetics | Plant Breeding Comprehensive evaluation of mapping complex traits in wheat using genome-wide association studies. June 13, 2023
Biotechnology | Crop Development | Genomics Predicting phenotypes from novel genomic markers using deep learning. May 1, 2023
Bioinformatics easyPheno: An easy-to-use and easy-to-extend Python framework for phenotype prediction using Bayesian optimization. April 17, 2023
Deep Learning | Genomics | Plant Breeding | Predictive Modeling DeepCGP: A Deep Learning Method to Compress Genome-wide Polymorphisms for Predicting Phenotype of Rice. April 5, 2023