Phenotypic Classification of Multisystem Inflammatory Syndrome in Children Using Latent Class Analysis
Sign Up to like & getrecommendations! Published in 2025 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2024.56272
Abstract: Key Points Question Can phenotypic clusters of multisystem inflammatory syndrome in children (MIS-C) be identified, and are some clusters associated with increased severity? Findings In this cohort study, a latent class analysis was conducted on… read more here.
Keywords: class analysis; inflammatory syndrome; multisystem inflammatory; syndrome children ... See more keywords
Exploring the needs of girls of color in the juvenile legal system: A latent class analysis.
Sign Up to like & getrecommendations! Published in 2024 at "American journal of community psychology"
DOI: 10.1002/ajcp.12737
Abstract: Girls of color are overrepresented in the juvenile legal system and experience high levels of unmet needs. Assessing and meeting girls' needs may prevent system contact or deeper involvement by providing for these needs in… read more here.
Keywords: girls color; system; employment; legal system ... See more keywords
Using latent class analysis to identify treatment‐use subgroups among parents of children with autism spectrum disorder
Sign Up to like & getrecommendations! Published in 2019 at "Autism Research"
DOI: 10.1002/aur.2107
Abstract: Among parents of 2,582 children (ages 4–17 years old) with autism spectrum disorder (ASD), we used latent class analysis to identify subgroups and profiles of treatment users and included annual household income in the specification of… read more here.
Keywords: autism; treatment use; treatment; latent class ... See more keywords
Using latent class analysis to identify clinical features of patients with occlusive myocardial infarction: Preangiogram prediction remains difficult
Sign Up to like & getrecommendations! Published in 2022 at "Clinical Cardiology"
DOI: 10.1002/clc.23755
Abstract: Treatment decisions in myocardial infarction (MI) are currently stratified by ST elevation (ST‐elevation myocardial infarction [STEMI]) or lack of ST elevation (non‐ST elevation myocardial infarction [NSTEMI]) on the electrocardiogram. This arose from the assumption that… read more here.
Keywords: using latent; elevation; myocardial infarction; infarction ... See more keywords
Latent class analysis‐derived classification improves the cancer‐specific death stratification of lymphomas: A large retrospective cohort study
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Cancer"
DOI: 10.1002/ijc.35219
Abstract: Lymphomas have diverse etiologies, treatment approaches, and prognoses. Accurate survival estimation is challenging for lymphoma patients due to their heightened susceptibility to non‐lymphoma‐related mortality. To overcome this challenge, we propose a novel lymphoma classification system… read more here.
Keywords: classification; class analysis; derived classification; death ... See more keywords
Latent class analysis of loneliness and connectedness in US young adults during COVID‐19
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Clinical Psychology"
DOI: 10.1002/jclp.23326
Abstract: Abstract Objective The coronavirus disease 2019 (COVID‐19) pandemic in the United States has exacerbated a number of mental health conditions and problems related to prolonged social isolation. While COVID‐19 has led to greater loneliness and… read more here.
Keywords: loneliness connectedness; young adults; latent class; class analysis ... See more keywords
Joint analysis of left-censored longitudinal biomarker and binary outcome via latent class modeling.
Sign Up to like & getrecommendations! Published in 2018 at "Statistics in medicine"
DOI: 10.1002/sim.7642
Abstract: Joint latent class modeling is an appealing approach for evaluating the association between a longitudinal biomarker and clinical outcome when the study population is heterogeneous. The link between the biomarker trajectory and the risk of event… read more here.
Keywords: outcome; biomarker; longitudinal biomarker; latent class ... See more keywords
Exploration of model misspecification in latent class methods for longitudinal data: Correlation structure matters
Sign Up to like & getrecommendations! Published in 2023 at "Statistics in Medicine"
DOI: 10.1002/sim.9730
Abstract: Modeling longitudinal trajectories and identifying latent classes of trajectories is of great interest in biomedical research, and software to identify latent classes of such is readily available for latent class trajectory analysis (LCTA), growth mixture… read more here.
Keywords: class; correlation structure; correlation; model ... See more keywords
Uncovering circadian rhythms in metabolic longitudinal data: A Bayesian latent class modeling approach.
Sign Up to like & getrecommendations! Published in 2023 at "Statistics in medicine"
DOI: 10.1002/sim.9806
Abstract: Researchers in biology and medicine have increasingly focused on characterizing circadian rhythms and their potential impact on disease. Understanding circadian variation in metabolomics, the study of chemical processes involving metabolites may provide insight into important… read more here.
Keywords: circadian rhythms; variation; hour; latent class ... See more keywords
Patterns of sexual health in patients with breast cancer in China: a latent class analysis
Sign Up to like & getrecommendations! Published in 2020 at "Supportive Care in Cancer"
DOI: 10.1007/s00520-020-05332-0
Abstract: This study aimed to identify unobserved distinct latent classes/subgroups of breast cancer (BC) patients in China with respect to various sexual health measures and examine the association of the latent membership with individual characteristics. In… read more here.
Keywords: class; sexual health; latent class; breast cancer ... See more keywords
Syndemic Vulnerability and Condomless Sex Among Incarcerated Men in Mexico City: A Latent Class Analysis
Sign Up to like & getrecommendations! Published in 2018 at "AIDS and Behavior"
DOI: 10.1007/s10461-018-2216-0
Abstract: In order to address common statistical and population-based limitations in epidemiological literature applying syndemic theory, this study uses latent class analysis (LCA) to explore how health and social problems coalesce and shape sexual risk behaviors… read more here.
Keywords: class analysis; sex; latent class; mexico city ... See more keywords