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References from Development and external validation of a risk prediction model for hypertension among individuals with established hypothyroidism. Local targets link to admitted publications; unresolved targets remain external evidence.
Hypothyroidism, atherosclerosis and cardiovascular risk prevention
10.1038/s41574-025-01202-z · 2026 · External reference
Thyroid and cardiovascular disease: Research agenda for enhancing knowledge, prevention, and treatment
10.1161/circulationaha.118.036859 · 2019 · External reference
Hypothyroidism
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Optimal thyroid hormone replacement
10.1210/endrev/bnab031 · 2022 · External reference
Machine learning for hypertension prediction: a systematic review
10.1007/s11906-022-01212-6 · 2022 · External reference
Prediction of hypertension using traditional regression and machine learning models: A systematic review and meta-analysis
10.1371/journal.pone.0266334 · 2022 · External reference
Hypothyroidism and risk of cardiovascular disease
10.2174/1381612828666220620160516 · 2022 · External reference
Interplay between cardiovascular and thyroid dysfunctions: A review of clinical implications and management strategies
10.2478/enr-2022-0033 · 2022 · External reference
Mechanisms of vascular aging, a geroscience perspective: JACC focus seminar
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KDIGO 2024 clinical practice guideline for the evaluation and management of chronic kidney disease
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Serum anion gap: its uses and limitations in clinical medicine
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2023 ESC guidelines for the management of cardiovascular disease in patients with diabetes
10.1093/eurheartj/ehad192 · 2023 · External reference
MissForest--non-parametric missing value imputation for mixed-type data
10.1093/bioinformatics/btr597 · 2012 · External reference
An interpretable machine learning model for early prediction of Escherichia coli infection in ICU patients
10.3389/fcimb.2025.1682764 · 2025 · External reference
TRIPOD+AI statement: Updated guidance for reporting clinical prediction models that use regression or machine learning methods
10.1136/bmj-2023-078378 · 2024 · External reference
A projection neural network for the generalized lasso
10.1109/tnnls.2019.2927282 · 2020 · External reference
Additional caution regarding rules of thumb for variance inflation factors: Extending O’Brien to the context of specification error
10.1007/s11135-024-01980-0 · 2025 · External reference
Understanding logistic regression analysis
10.11613/bm.2014.003 · 2014 · External reference
Development and validation of a nomogram to predict symptomatic recurrence following laparoscopic adenomyomectomy
10.3389/fmed.2026.1869800 · 2026 · External reference
Towards better clinical prediction models: Seven steps for development and an ABCD for validation
10.1093/eurheartj/ehu207 · 2014 · External reference
Decision curve analysis: A novel method for evaluating prediction models
10.1177/0272989x06295361 · 2006 · External reference
Intensive blood pressure control and cardiovascular outcomes in elderly patients: A secondary analysis of SPRINT study based on a 60-year age cutoff
10.1093/ajh/hpad039 · 2023 · External reference
Index for rating diagnostic tests
10.1002/1097-0142(1950)3:1<32::aid-cncr2820030106>3.0.co;2-3 · 1950 · External reference
Risk of hypertension: the framingham heart study
10.7326/0003-4819-148-2-200801150-00005 · 2008 · External reference
The incidence of ischemic heart disease and mortality in people with subclinical hypothyroidism: Reanalysis of the Whickham Survey cohort
10.1210/jc.2009-1749 · 2010 · External reference
Thyroid hormones and cardiovascular disease
10.1038/nrcardio.2016.174 · 2017 · External reference
Hypothyroidism and metabolic cardiovascular disease
10.3389/fendo.2024.1408684 · 2024 · External reference
Subclinical hypothyroidism increases insulin resistance in normoglycemic people
10.3389/fendo.2023.1106968 · 2023 · External reference
Biomarkers of endothelial dysfunction and cytokine levels in hypothyroidism: A series of meta-analyses
10.1080/17446651.2024.2438997 · 2025 · External reference
Hallmarks of cardiovascular ageing
10.1038/s41569-023-00881-3 · 2023 · External reference
Minding the gap beyond kidney disease: Utility of the anion gap in metabolic syndrome
10.34067/kid.0005142022 · 2022 · External reference
Cardiovascular risk in diabetes mellitus: Epidemiology, assessment and prevention
10.1038/s41569-023-00877-z · 2023 · External reference
Evaluation of clinical prediction models (part 1): From development to external validation
10.1136/bmj-2023-074819 · 2024 · External reference
