Estimating Bayesian Diagnostic Models with Attribute Hierarchies with the Hamiltonian-Gibbs Hybrid Sampler
Sign Up to like & getrecommendations! Published in 2023 at "Multivariate Behavioral Research"
DOI: 10.1080/00273171.2022.2160950
Abstract: Bayesian estimation of diagnostic models (B-DMs) has grown in popularity in recent years. Common estimation approaches for B-DMs include Gibbs sampling (GS), Metropolis–Hastings, and Hamiltonian Monte Carlo (HMC). The latter has been lauded for its… read more here.
Keywords: diagnostic models; sampler; parameter recovery; gibbs ... See more keywords
Diagnostic models predicting paediatric viral acute respiratory infections: a systematic review
Sign Up to like & getrecommendations! Published in 2023 at "BMJ Open"
DOI: 10.1136/bmjopen-2022-067878
Abstract: Objectives To systematically review and evaluate diagnostic models used to predict viral acute respiratory infections (ARIs) in children. Design Systematic review. Data sources PubMed and Embase were searched from 1 January 1975 to 3 February… read more here.
Keywords: respiratory infections; review; systematic review; diagnostic models ... See more keywords
Mining Potential Drug Targets and Constructing Diagnostic Models for Heart Failure Based on miRNA-mRNA Networks
Sign Up to like & getrecommendations! Published in 2022 at "Mediators of Inflammation"
DOI: 10.1155/2022/9652169
Abstract: Heart failure (HF) is a globally prevalent cardiovascular disease, but effective drug targets and diagnostic models are still lacking. This study was designed to investigate effective drug targets and diagnostic models for HF in terms… read more here.
Keywords: heart failure; signaling pathway; diagnostic models; drug ... See more keywords
Diagnosing Chinese EFL learners’ writing ability using polytomous cognitive diagnostic models
Sign Up to like & getrecommendations! Published in 2023 at "Language Testing"
DOI: 10.1177/02655322231162840
Abstract: Cognitive diagnostic assessment (CDA) intends to identify learners’ strengths and weaknesses in latent cognitive attributes to provide personalized remedial instructions. Previous CDA studies on English as a Foreign Language (EFL)/English as a Second Language (ESL)… read more here.
Keywords: writing ability; diagnostic models; efl learners; cognitive diagnostic ... See more keywords
Construction of HBV gene-related prognostic and diagnostic models for hepatocellular carcinoma
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2022.1065644
Abstract: Background: Hepatocellular carcinoma (HCC) is a main cause of malignancy-related death all over the world with a poor prognosis. The current research is focused on developing novel prognostic and diagnostic models of Hepatocellular carcinoma from… read more here.
Keywords: hepatocellular carcinoma; prognosis; hbv; diagnostic models ... See more keywords
Serum organic acid metabolites can be used as potential biomarkers to identify prostatitis, benign prostatic hyperplasia, and prostate cancer
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Immunology"
DOI: 10.3389/fimmu.2022.998447
Abstract: Background Noninvasive methods for the early identify diagnosis of prostatitis, benign prostatic hyperplasia (BPH), and prostate cancer (PCa) are current clinical challenges. Methods The serum metabolites of 20 healthy individuals and patients with prostatitis, BPH,… read more here.
Keywords: prostatitis; diagnostic models; acid; organic acid ... See more keywords
Development, Validation, and Comparison of Image-Based, Clinical Feature-Based and Fusion Artificial Intelligence Diagnostic Models in Differentiating Benign and Malignant Pulmonary Ground-Glass Nodules
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2022.892890
Abstract: Objective This study aimed to develop effective artificial intelligence (AI) diagnostic models based on CT images of pulmonary nodules only, on descriptional and quantitative clinical or image features, or on a combination of both to… read more here.
Keywords: fusion; benign malignant; image based; diagnostic models ... See more keywords
Measuring students’ learning progressions in energy using cognitive diagnostic models
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.892884
Abstract: This study applied cognitive diagnostic models to assess students’ learning progressions in energy. A Q-matrix (i.e., an item attribute alignment table) was proposed based on existing literature about learning progressions of energy in the physical… read more here.
Keywords: learning progressions; students learning; energy; diagnostic models ... See more keywords
Diagnostic models for the detection of intrauterine growth restriction and placental insufficiency severity based on magnetic resonance imaging of the placenta
Sign Up to like & getrecommendations! Published in 2023 at "Polish Journal of Radiology"
DOI: 10.5114/pjr.2023.126224
Abstract: Purpose We aimed to provide diagnostic models based on different parameters of placental magnetic resonance imaging (MRI) to detect intrauterine growth restriction (IUGR), as well as the severity of placental insufficiency. Material and methods We… read more here.
Keywords: magnetic resonance; diagnostic models; placental insufficiency; severity ... See more keywords
Diagnostic models of the pre-test probability of stable coronary artery disease: A systematic review
Sign Up to like & getrecommendations! Published in 2017 at "Clinics"
DOI: 10.6061/clinics/2017(03)10
Abstract: A comprehensive search of PubMed and Embase was performed in January 2015 to examine the available literature on validated diagnostic models of the pre-test probability of stable coronary artery disease and to describe the characteristics… read more here.
Keywords: stable coronary; diagnostic models; test probability; pre test ... See more keywords