Angela G Brega, Sarah A Stotz, Kelly R Moore, Monica C McNulty, Luohua Jiang
Reliability and validity of diabetes nutrition self-efficacy and behavior measures for the "What Can I Eat" diabetes nutrition education program for American Indian and Alaska Native adults with type 2 diabetes
Journal of the Academy of Nutrition and Dietetics
deep generative models dgms becoming instrumental inferring probability distributions inherent complex processes questions biomedical research many years lack mathematical methods would allow inference scarce data scenario biomedical research advent singlecell omics finally made square socalled skinny matrix allowing apply mathematical methods already extensively used areas moreover possible integrate data different molecular levels thousands even millions samples thanks number singlecell atlases collaboratively generated additionally dgms proven useful frequent tasks singlecell analysis pipelines dimensionality reduction cell type annotation rna velocity inference spite promise dgms need used caution biomedical research paying special attention use answer right questions definition appropriate error metrics validation check points confirm correct use also relevance dgms provide exciting tool opens bright future integrative analysis singlecell omics understand health disease