Litcius/Paper detail

A deep manifold-regularized learning model for improving phenotype prediction from multi-modal data

Nam D. Nguyen, Jiawei Huang, Daifeng Wang

2022Nature Computational Science47 citationsDOIOpen Access PDF

Topics & Concepts

ModalPhenotypeComputer scienceArtificial intelligenceFeature (linguistics)Pattern recognition (psychology)Nonlinear dimensionality reductionManifold (fluid mechanics)Clinical phenotypeDeep learningFeature learningMachine learningBiologyDimensionality reductionGeneEngineeringChemistryBiochemistryPolymer chemistryPhilosophyMechanical engineeringLinguisticsSingle-cell and spatial transcriptomicsCell Image Analysis TechniquesGene expression and cancer classification