ABSTRACT Objective To investigate the value of constructing models based on habitat radiomics and pathomics for predicting the risk of progression in high‐grade gliomas. Methods This study conducted a retrospective analysis of preoperative magnetic resonance (MR) images and pathological sections from 72 patients diagnosed with high‐grade gliomas (52 ...
Yuchen Zhu +14 more
wiley +1 more source
Genome-scale knockout simulation and clustering analysis of drug-resistant breast cancer cells reveal drug sensitization targets. [PDF]
Lim J +9 more
europepmc +1 more source
ABSTRACT Objective Glioma recurrence severely impacts patient prognosis, with current treatments showing limited efficacy. Traditional methods struggle to analyze recurrence mechanisms due to challenges in assessing tumor heterogeneity, spatial dynamics, and gene networks.
Lei Qiu +10 more
wiley +1 more source
Identification of markers predicting clinical course in patients with Behcet disease by combination of machine learning and unbiased clustering analysis. [PDF]
Tsubota K, Usui Y, Shimizu H, Goto H.
europepmc +1 more source
Traumatic Microhemorrhages Are Not Synonymous With Axonal Injury
ABSTRACT Diffuse axonal injury (DAI) is caused by acceleration‐deceleration forces during trauma that shear white matter tracts. Susceptibility‐weighted MRI (SWI) identifies microbleeds that are considered the radiologic hallmark of DAI and are used in clinical prognostication.
Karinn Sytsma +9 more
wiley +1 more source
Identifying chronic pain subgroups in the UK biobank for persona development: A clustering analysis. [PDF]
Hsu TC, Whelan P, Armitage CJ, McBeth J.
europepmc +1 more source
Use of multiple metrics and clustering analysis to assess antimicrobial use in Shanxi hospitals, China: a cross-sectional study based on 25 general hospitals. [PDF]
Yin D +5 more
europepmc +1 more source
scMUG: deep clustering analysis of single-cell RNA-seq data on multiple gene functional modules. [PDF]
Liang DM, Du PF.
europepmc +1 more source
Clustering analysis of volatile organic compound biomarkers with tobacco exposure and the association with cardiovascular health outcomes in an observation study cohort. [PDF]
Zhao J +12 more
europepmc +1 more source

