[HTML][HTML] Latent class analysis reveals distinct subgroups of patients based on symptom occurrence and demographic and clinical characteristics

C Miaskowski, L Dunn, C Ritchie, SM Paul… - … of pain and symptom …, 2015 - Elsevier
class analysis was used to identify patient subgroups with distinct symptom experiences based
on self-report data on symptom … based on an observed response pattern.22, 23 To have a …

[HTML][HTML] Distinguishing symptom patterns in adults newly diagnosed with cancer: a latent class analysis

S Wallström, JM Sutherland, JA Kopec, AH Anis… - … of Pain and Symptom …, 2022 - Elsevier
… who have different symptom patterns at the time of the initial oncology visit and identify which
clinical and socio-demographic differences are associated the different symptom patterns. …

Diagnostic criteria for depression in Parkinson's disease: a study of symptom patterns using latent class analysis

S Starkstein, M Dragovic, R Jorge… - Movement …, 2011 - Wiley Online Library
… to validate depressive symptoms using latent class analysis for … class (severe depression
group) with high statistical significance. Latent class analysis also demonstrated a patient class

Symptom patterns of the occurrence of depression and anxiety in a Japanese General Adult Population Sample: a latent class analysis

H Lei, C Chen, K Hagiwara, I Kusumi, H Tanabe… - Frontiers in …, 2022 - frontiersin.org
… compared to Class 4 (ie, the most healthy class), only Class 1 … latent class analysis that
examined the symptom patterns of … confirm their unique patterns of symptom endorsement. Our …

Diagnostic criteria for depression in Alzheimer disease: a study of symptom patterns using latent class analysis

SE Starkstein, M Dragovic, R Jorge, S Brockman… - The American Journal of …, 2011 - Elsevier
… of symptoms nearly every day; and third, the symptoms of … The strategy was to assess
symptoms of depression, anxiety, … AD and analyze the results using the latent class analysis (LCA) …

Diagnostic value of patterns of symptoms and signs of heart failure: application of latent class analysis with concomitant variables in a cross-sectional study

M Severo, AR Gaio, P Lourenço, M Alvelos… - BMJ open, 2012 - bmjopen.bmj.com
… The aims of this study were to identify patterns of symptoms and signs of HF, based on …
to predict the pattern membership; and to evaluate the diagnostic value of different patterns. …

Latent class analysis of lifetime depressive symptoms in the national comorbidity survey

PF Sullivan, RC Kessler… - American Journal of …, 1998 - Am Psychiatric Assoc
… Like class 1, class 3 (2% of total NCS participants) was characterized by many … symptoms,
and 100% of this class met criteria for major depression; however, the symptom pattern was …

Patterns of symptoms before a diagnosis of first episode psychosis: a latent class analysis of UK primary care electronic health records

Y Chen, S Farooq, J Edwards, CA Chew-Graham… - BMC medicine, 2019 - Springer
patterns of symptoms prior to FEP diagnosis were identified using latent class analysis. …
Importantly, many patients already had these symptom patterns several years before a FEP …

Somatic symptom profiles in the general population: a latent class analysis in a Danish population-based health survey

M Eliasen, T Jørgensen, A Schröder… - Clinical …, 2017 - Taylor & Francis
symptom within 14 days prior to answering the questionnaire. We used latent class analysis
to identify the somatic symptomsymptom patterns, ie, identifying different somatic symptom

Latent class analysis of functional somatic symptoms in a population-based sample of twins

K Kato, PF Sullivan, NL Pedersen - Journal of psychosomatic research, 2010 - Elsevier
… to Class 5 by our latent class analysis (2.8% of the total sample) reported that they had a
multitude of bodily symptoms (… the two clustering patterns of somatic symptoms: single-symptom/…