How to use model-based cluster analysis efficiently in person-oriented research.
, 2021 Bence Gergely, András Vargha
openalex +2 more sources
Variable Selection for Skewed Model-Based Clustering: Application to the Identification of Novel Sleep Phenotypes. [PDF]
J Am Stat Assoc, 2018 Wallace ML +4 more
europepmc +1 more source
Cutaneous Melanoma Drives Metabolic Changes in the Aged Bone Marrow Immune Microenvironment
Aging and Cancer, EarlyView.Melanoma, the deadliest form of skin cancer, increasingly affects older adults. Our study reveals that melanoma induces changes in iron and lipid levels in the bone marrow, impacting immune cell populations and increasing susceptibility to ferroptosis.
Alexis E. Carey +12 more
wiley +1 more source
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. [PDF]
Adv Data Anal Classif, 2019 Frühwirth-Schnatter S +1 more
europepmc +1 more source
Mutant NPM1 in Acute Myeloid Leukemia Initiation and Maintenance
Aging and Cancer, EarlyView.NPM1 mutations drive acute myeloid leukemia by acting as neomorphic transcriptional regulators that cooperate with Menin–MLL and XPO1 to sustain HOX/MEIS1 expression and block differentiation. Targeting these mutant‐specific transcriptional dependencies provides a rational therapeutic strategy for NPM1‐mutated AML.
Yanan Jiang +3 more
wiley +1 more source
Day-Ahead Hourly Forecasting of Solar Generation Based on Cluster Analysis and Ensemble Model [PDF]
, 2019 Cheng Pan, Jie Tan
openalex +1 more source
A model-based clustering method to detect infectious disease transmission outbreaks from sequence variation. [PDF]
PLoS Comput Biol, 2017 McCloskey RM, Poon AFY.
europepmc +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Super‐Refractory Status Epilepticus (SRSE) is a rare, life‐threatening neurological emergency with unclear etiology in many cases. Mitochondrial dysfunction, often due to disease‐causing genetic variants, is increasingly recognized as a cause, with each gene producing distinct pathophysiological mechanisms.
Pouria Mohammadi +2 more
wiley +1 more source
Research on Sequence Clustering and Alignment in DNA Storage Based on the K-Means Model
Guanglin Yang, Yinting Zhu
openalex +2 more sources