X Zhu, W Bai, H Zheng - Bone research, 2021 - nature.com
Osteoporosis is a common skeletal disease, affecting~ 200 million people around the world. As a complex disease, osteoporosis is influenced by many factors, including diet (eg calcium …
Genomic prediction is an effective way to accelerate the rate of agronomic trait improvement in plants. Traditional methods typically use linear regression models with clear assumptions; …
Genome-wide association studies (GWAS) are effectively applied to detect the marker trait associations (MTAs) using whole genome-wide variants for complex quantitative traits in …
The recent developments in deep learning techniques evolved to new heights in various domains and applications. The recognition, translation, and video generation of Sign …
Breeding crops for high yield and superior adaptability to new and variable climates is imperative to ensure continued food security, biomass production, and ecosystem services …
Y Ma, X Zhou - Trends in Genetics, 2021 - cell.com
Accurate genetic prediction of complex traits can facilitate disease screening, improve early intervention, and aid in the development of personalized medicine. Genetic prediction of …
Genomic selection (GS) is transforming the field of plant breeding and implementing models that improve prediction accuracy for complex traits is needed. Analytical methods for …
Population-scale genomic data sets have given researchers incredible amounts of information from which to infer evolutionary histories. Concomitant with this flood of data …
Deep learning (DL) has emerged as a powerful tool to make accurate predictions from complex data such as image, text, or video. However, its ability to predict phenotypic values …