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
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
ABSTRACT Background and Aims Chronic inflammation contributes to various chronic diseases, emphasizing the need for reliable biomarkers for early detection and understanding its causes. Measuring chronic inflammation poses challenges since most biomarkers are influenced by both acute and chronic states and recent exposures.
Gary Sánchez‐Gordón +7 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
NITUMID: Nonnegative matrix factorization-based Immune-TUmor MIcroenvironment Deconvolution. [PDF]
Tang D, Park S, Zhao H.
europepmc +1 more source
Band‐Selective IR PRESS for Brain Tumor Spectroscopy Allows Robust Detection of Lactate
Lactate quantification by MRS is hindered by lipid signal overlap at 1.3 ppm, frequently forcing the use of long echo times that suppress other metabolites. We developed SPIR‐PRESS, a selective inversion recovery technique that suppresses lipids while preserving metabolite sensitivity.
Shun Kishimoto +12 more
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
Graph regularized L2,1-nonnegative matrix factorization for miRNA-disease association prediction. [PDF]
Gao Z, Wang YT, Wu QW, Ni JC, Zheng CH.
europepmc +1 more source
ABSTRACT This work considers branch‐price‐and‐cut algorithms for variants of the vehicle‐routing problem in which subset‐row inequalities (SRIs) are used to strengthen the linear relaxation. SRIs often help to substantially reduce the size of the branch‐and‐bound search tree.
Stefan Faldum +2 more
wiley +1 more source
Analyzing Single Cell RNA Sequencing with Topological Nonnegative Matrix Factorization. [PDF]
Hozumi Y, Wei GW.
europepmc +1 more source

