Common diseases exhibit substantial heritability, and GWAS of these diseases have revealed hundreds of thousands of high-frequency disease susceptibility variants throughout the genome. These studies offer the prospect of using genomic data to improve disease prediction and diagnosis, however, the relative performance of different predictive modeling approaches is not well-characterized. To investigate this systematically, we...

Disomic alien addition lines (DAALs, 2n = 42) were obtained from an intersubgeneric cross between Glycine max [L.] Merr. cv . Dwight (2n = 40, G1G1) and Glycine tomentella Hayata (PI 441001, 2n = 78, D3D3CC). These DAALs had two homologous G. tomentella chromosomes. In some progenies of the DAALs the extra G. tomentella chromosomes were eliminated. One objective of this research was to identify differences in gene expression b...

Robust and versatile detection of maritime vessels present in aerial images is a considerable challenge. While neural networks, particularly convolutional neural networks (CNNs), have revolutionized object detection and classification across many industries by enabling machines to learn complex patterns and features from large datasets, maritime vessel detection continues to pose challenges. One challenge is the limited quanti...