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Cluster analysis in fibromyalgia: a systematic review
BackgroundThe multifaceted nature of Fibromyalgia syndrome (FM) symptoms has been explored through clusters analysis.
ObjectiveTo synthesize the...
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Clinical phenotypes of comorbidities in end-stage knee osteoarthritis: a cluster analysis
ObjectivesComorbidities, as components of these heterogeneous features, often coexist with knee osteoarthritis, and are particularly prevalent in...
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Using cluster analysis for grou** partial autosomal haplotypes derived from single sperm STR profiling
Background and objectiveThe use of single cell STR profiling for mixture deconvolution is increasingly being discussed in forensics; however, studies...
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Cluster analysis based on fasting and postprandial plasma glucose and insulin concentrations
ObjectivePlasma glucose and insulin concentrations are clinical markers used to diagnose metabolic diseases, particularly prediabetes and diabetes....
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Identification and validation of gestational diabetes subgroups by data-driven cluster analysis
Aims/hypothesisGestational diabetes mellitus (GDM) is a heterogeneous condition. Given such variability among patients, the ability to recognise...
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The epidemiology of primary FSGS including cluster analysis over a 20-year period
IntroductionFocal segmental glomerulosclerosis (FSGS) is one of the leading causes of nephrotic syndrome in adults. This epidemiological study...
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Stratifying Mortality Risk in Intensive Care: A Comprehensive Analysis Using Cluster Analysis and Classification and Regression Tree Algorithms
BackgroundMachine learning (ML) can be promising for stratifying patients into homogeneous groups and assessing mortality based on score combination....
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Novel subgroups of obesity and their association with outcomes: a data-driven cluster analysis
BackgroundObesity is associated with various complications and decreased life expectancy, and substantial heterogeneity in complications and outcomes...
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Phenotypes of patients with systemic sclerosis in the Chinese Han population: a cluster analysis
ObjectiveSystemic sclerosis (SSc) is a heterogeneous connective tissue disease that is commonly subdivided into limited cutaneous SSc (lcSSc) and...
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A hierarchical cluster analysis for clinical profiling of tofacitinib treatment response in patients with rheumatoid arthritis
Tofacitinib is the first oral JAK inhibitor approved for treating rheumatoid arthritis (RA). To enhance our understanding of tofacitinib drug...
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Machine-Based Learning Hierarchical Cluster Analysis: Sex-Based Differences in Prognosis Following Resection of Hepatocellular Carcinoma
BackgroundPatients with hepatocellular carcinoma (HCC) may have a heterogeneous presentation, as well as different long-term outcomes following...
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Symptom cluster among cancer survivors from a nationally representative survey: a network analysis
PurposeTo identify the symptom cluster among cancer survivors and examine their subgroup differences via network analysis based on nationally...
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Cluster analysis of antiphospholipid antibodies-associated adverse pregnancy outcome patients: based on a 13-years cohort study
Antiphospholipid antibodies (aPLs) are the leading causes of adverse pregnancy outcomes (APOs). We conducted cluster analysis to identify distinct...
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Are there distinct levels of language comprehension in autistic individuals – cluster analysis
Autism is a neurodevelopmental condition characterized by deficits in social communication. We assessed 14-language comprehension abilities in 31,845...
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Cluster randomised trials with a binary outcome and a small number of clusters: comparison of individual and cluster level analysis method
BackgroundCluster randomised trials (CRTs) are often designed with a small number of clusters, but it is not clear which analysis methods are optimal...
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Post-operative shift in pain profile following fusion surgery for adult spinal deformity: a cluster analysis
PurposeAdult spinal deformity (ASD) is associated with a combination of back and leg pain of various intensities. The objective of the present study...
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Obesogenic diet and metabolic syndrome among adolescents in India: data-driven cluster analysis
BackgroundMetabolic syndrome is on the rise in India and is primarily linked to obesogenic dietary habits. The synergy of both is a prominent risk...
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Personality and gender prototypes for predicting health: a multilevel and cluster analysis
Prior studies have identified that mentally healthy people tend to share common characteristics and common ways of co** with stressful life events;...
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Differential posttraumatic stress disorder symptom cluster response to stellate ganglion block: secondary analysis of a randomized controlled trial
Empirically supported treatments for posttraumatic stress disorder (PTSD) exist, but research suggests these therapies are less effective,...
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Classification of health needs: a cluster analysis of older adults in urban areas
BackgroundIn this study, a cross-sectional survey was used to understand and analyze the health status and health needs of the elderly in the...
