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   Articles with "using latent" as a keyword



Using latent class analysis to identify clinical features of patients with occlusive myocardial infarction: Preangiogram prediction remains difficult

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recommendations! 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

Marginal indirect standardization using latent clustering on multiple hospitals

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recommendations! Published in 2021 at "Statistics in Medicine"

DOI: 10.1002/sim.9272

Abstract: A method was introduced in 2018 of performing indirect standardization for hospital profiling when only the marginal distributions of confounding variables are observed for the index hospital but the full joint covariate distribution is available… read more here.

Keywords: reference hospitals; indirect standardization; marginal indirect; standardization ... See more keywords
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An evaluation of alexithymia subtypes using latent profile analysis

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recommendations! Published in 2021 at "Psychiatry Research"

DOI: 10.1016/j.psychres.2021.113840

Abstract: Four subtypes of the alexithymia construct have been proposed based on different response patterns to the Cognitive and Affective dimensions of the Bermond-Vorst Alexithymia Questionnaire (BVAQ). Previous studies investigating whether alexithymia subtypes can be statistically… read more here.

Keywords: using latent; alexithymia subtypes; alexithymia; profile analysis ... See more keywords

AFP-LSE: Antifreeze Proteins Prediction Using Latent Space Encoding of Composition of k-Spaced Amino Acid Pairs

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recommendations! Published in 2020 at "Scientific Reports"

DOI: 10.1038/s41598-020-63259-2

Abstract: Species living in extremely cold environments resist the freezing conditions through antifreeze proteins (AFPs). Apart from being essential proteins for various organisms living in sub-zero temperatures, AFPs have numerous applications in different industries. They possess… read more here.

Keywords: antifreeze proteins; prediction; using latent; latent space ... See more keywords

Understanding medical student paths to communication skills expertise using latent profile analysis.

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recommendations! Published in 2023 at "Medical teacher"

DOI: 10.1080/0142159x.2023.2193303

Abstract: PURPOSE To describe patterns of clinical communication skills that inform curriculum enhancement and guide coaching of medical students. MATERIALS AND METHODS Performance data from 1182 consenting third year medical students in 9 cohorts (2011-2019), on… read more here.

Keywords: communication; using latent; communication skills; profile analysis ... See more keywords

Predicting Trends and Research Patterns of Smart Cities: A Semi-Automatic Review Using Latent Dirichlet Allocation (LDA)

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3214310

Abstract: Smart cities are a current worldwide topic requiring much scientific investigation. This research instigates the necessity of an organized review to a heedful insight of the research trends and patterns prevailing in this domain. The… read more here.

Keywords: dirichlet allocation; trends research; latent dirichlet; using latent ... See more keywords

Identifying phenotypes in persons with temporomandibular disorders, using latent class analyses: Temporomandibular disorders and phenotypes.

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recommendations! Published in 2024 at "Journal of oral rehabilitation"

DOI: 10.1111/joor.13837

Abstract: BACKGROUND The heterogeneity of persons with temporomandibular disorders (TMD) and the lack of effective treatments have called for a biopsychosocial model and the development of a more personalised treatment approach. Emphasis on phenotypes might be… read more here.

Keywords: identifying phenotypes; using latent; identified phenotypes; persons temporomandibular ... See more keywords

Using latent variable modelling to identify etiological heterogeneity in preterm delivery

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recommendations! Published in 2024 at "Journal of Paediatrics and Child Health"

DOI: 10.1111/jpc.16660

Abstract: To identify a subgroup of mothers at high risk of preterm delivery, defined by empirical classes of multimorbidity and recurrence across three consecutive births. read more here.

Keywords: using latent; delivery; modelling identify; variable modelling ... See more keywords

Using Latent Class Analysis to Identify Need Typologies for Men Preparing for Re-entry

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recommendations! Published in 2025 at "Criminal Justice and Behavior"

DOI: 10.1177/00938548251368356

Abstract: The current study utilized latent class analysis (LCA) to explore the dynamic needs of 130 men nearing release from prison in Wales, UK. Participants self-assessed their re-entry needs in 12 domains, which included criminogenic and… read more here.

Keywords: class analysis; using latent; analysis; entry ... See more keywords

Identification of Phenotypes Among COVID-19 Patients in the United States Using Latent Class Analysis

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recommendations! Published in 2021 at "Infection and Drug Resistance"

DOI: 10.2147/idr.s331907

Abstract: Background Coronavirus disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2 or COVID-19) is a heterogeneous disorder with a complex pathogenesis. Recent studies from Spain and France have indicated that underlying phenotypes may exist… read more here.

Keywords: class analysis; patients admitted; united states; using latent ... See more keywords

Enhancing Amyloid PET Quantification: MRI-Guided Super-Resolution Using Latent Diffusion Models

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recommendations! Published in 2024 at "Life"

DOI: 10.3390/life14121580

Abstract: Amyloid PET imaging plays a crucial role in the diagnosis and research of Alzheimer’s disease (AD), allowing non-invasive detection of amyloid-β plaques in the brain. However, the low spatial resolution of PET scans limits the… read more here.

Keywords: pet quantification; using latent; resolution; amyloid pet ... See more keywords