Identifying Causal Genotype–Phenotype Relationships for Population‐Sampled Parent–Child Trios
ABSTRACT The process by which genes are transmitted from parent to child provides a source of randomization preceding all other factors that may causally influence any particular child phenotype. Because of this, it is natural to consider genetic transmission as a source of experimental randomization.
Yushi Tang +2 more
wiley +1 more source
Nonnegative matrix factorization with Wasserstein metric-based regularization for enhanced text embedding. [PDF]
Li M, Wang X, Li C, Zeng A.
europepmc +1 more source
Incorporating Latent Variables Using Nonnegative Matrix Factorization Improves Risk Stratification in Brugada Syndrome. [PDF]
Tse G +13 more
europepmc +1 more source
Bilevel Optimization Using Stationary Point of Lower-Level Objective Function for Discriminative Basis Learning in Nonnegative Matrix Factorization [PDF]
Hiroaki NAKAJIMA +4 more
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Radiogenomics: Current Understandings and Future Perspectives
Radiogenomics links imaging phenotypes with genetic variations, offering potential for comprehensive understanding, cost‐effective diagnosis, and prognosis prediction to advance personalized medicine. However, its clinical application remains limited by several challenges.
Xinyu Zhang +8 more
wiley +1 more source
Nonnegative matrix factorization for analyzing state dependent neuronal network dynamics in calcium recordings. [PDF]
Carbonero D +3 more
europepmc +1 more source
MHSNMF: multi-view hessian regularization based symmetric nonnegative matrix factorization for microbiome data analysis. [PDF]
Ma Y, Zhao J, Ma Y.
europepmc +1 more source
Adversarial Graph Regularized Deep Nonnegative Matrix Factorization for Data Representation
Songtao Li, Weigang Li, Yang Li
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This article focuses on the fully distributed leader‐following consensus problem of nonlinear fractional multi‐agent systems via event‐triggered control technique. The main intention of this article is to design a novel event‐triggered mechanism, which not only takes into account both the relative error and the absolute error of the samples but also ...
Qiaoping Li, Chao Yue
wiley +1 more source
TriTan: an efficient triple nonnegative matrix factorization method for integrative analysis of single-cell multiomics data. [PDF]
Ma X, Lin L, Zhao Q, Iqbal M.
europepmc +1 more source

