Found: 65
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Calibration: the Achilles heel of predictive analytics.
- Published in:
- 2019
- By:
- Publication type:
- journal article
The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression.
- Published in:
- 2022
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- Publication type:
- journal article
Lessons learnt when accounting for competing events in the external validation of time-to-event prognostic models.
- Published in:
- 2022
- By:
- Publication type:
- journal article
Reflection on modern methods: five myths about measurement error in epidemiological research.
- Published in:
- 2020
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- Publication type:
- journal article
Invited commentary: it's not all about residual confounding—a plea for quantitative bias analysis for epidemiologic researchers and educators.
- Published in:
- American Journal of Epidemiology, 2024, v. 193, n. 11, p. 1609, doi. 10.1093/aje/kwae075
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- Publication type:
- Article
Predicting adverse outcomes in adults with a community-acquired lower respiratory tract infection: a protocol for the development and validation of two prediction models for (i) all-cause hospitalisation and mortality and (ii) cardiovascular outcomes.
- Published in:
- Diagnostic & Prognostic Research, 2023, v. 7, n. 1, p. 1, doi. 10.1186/s41512-023-00161-1
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- Publication type:
- Article
Prognosis and prediction of antibiotic benefit in adults with clinically diagnosed acute rhinosinusitis: an individual participant data meta-analysis.
- Published in:
- Diagnostic & Prognostic Research, 2023, v. 7, n. 1, p. 1, doi. 10.1186/s41512-023-00154-0
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- Publication type:
- Article
Prognosis and prediction of antibiotic benefit in adults with clinically diagnosed acute rhinosinusitis: an individual participant data meta-analysis.
- Published in:
- Diagnostic & Prognostic Research, 2023, v. 7, n. 1, p. 1, doi. 10.1186/s41512-023-00154-0
- By:
- Publication type:
- Article
Prognosis and prediction of antibiotic benefit in adults with clinically diagnosed acute rhinosinusitis: an individual participant data meta-analysis.
- Published in:
- Diagnostic & Prognostic Research, 2023, v. 7, n. 1, p. 1, doi. 10.1186/s41512-023-00154-0
- By:
- Publication type:
- Article
A study protocol of external validation of eight COVID-19 prognostic models for predicting mortality risk in older populations in a hospital, primary care, and nursing home setting.
- Published in:
- Diagnostic & Prognostic Research, 2023, v. 7, n. 1, p. 1, doi. 10.1186/s41512-023-00144-2
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- Publication type:
- Article
Performance of binary prediction models in high-correlation low-dimensional settings: a comparison of methods.
- Published in:
- Diagnostic & Prognostic Research, 2022, v. 6, n. 1, p. 1, doi. 10.1186/s41512-021-00115-5
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- Publication type:
- Article
Adaptive sample size determination for the development of clinical prediction models.
- Published in:
- Diagnostic & Prognostic Research, 2021, v. 5, n. 1, p. 1, doi. 10.1186/s41512-021-00096-5
- By:
- Publication type:
- Article
Re: Reducing health inequality in Black, Asian and other minority ethnic pregnant women: Impact of first‐trimester combined screening for placental dysfunction on perinatal mortality.
- Published in:
- BJOG: An International Journal of Obstetrics & Gynaecology, 2022, v. 129, n. 9, p. 1614, doi. 10.1111/1471-0528.17161
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- Publication type:
- Article
Imputation and missing indicators for handling missing data in the development and deployment of clinical prediction models: A simulation study.
- Published in:
- Statistical Methods in Medical Research, 2023, v. 32, n. 8, p. 1461, doi. 10.1177/09622802231165001
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- Publication type:
- Article
Minimum sample size for developing a multivariable prediction model using multinomial logistic regression.
- Published in:
- Statistical Methods in Medical Research, 2023, v. 32, n. 3, p. 555, doi. 10.1177/09622802231151220
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- Publication type:
- Article
A weighting method for simultaneous adjustment for confounding and joint exposure-outcome misclassifications.
- Published in:
- Statistical Methods in Medical Research, 2021, v. 30, n. 2, p. 473, doi. 10.1177/0962280220960172
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- Publication type:
- Article
Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study.
- Published in:
- 2020
- By:
- Publication type:
- journal article
Sample size for binary logistic prediction models: Beyond events per variable criteria.
- Published in:
- 2019
- By:
- Publication type:
- journal article
Etiology of Myocardial Injury in Critically Ill Patients with Sepsis: A Cohort Study.
- Published in:
- 2022
- By:
- Publication type:
- journal article
A Workflow for Missing Values Imputation of Untargeted Metabolomics Data.
- Published in:
- Metabolites (2218-1989), 2020, v. 10, n. 12, p. 486, doi. 10.3390/metabo10120486
- By:
- Publication type:
- Article
Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial.
- Published in:
- PLoS ONE, 2023, v. 18, n. 10, p. 1, doi. 10.1371/journal.pone.0292586
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- Publication type:
- Article
Towards an appropriate framework to facilitate responsible inclusion of pregnant women in drug development programs.
- Published in:
- 2018
- By:
- Publication type:
- journal article
Three myths about risk thresholds for prediction models.
- Published in:
- 2019
- By:
- Publication type:
- journal article
Five critical quality criteria for artificial intelligence-based prediction models.
- Published in:
- European Heart Journal, 2023, v. 44, n. 46, p. 4831, doi. 10.1093/eurheartj/ehad727
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- Publication type:
- Article
Critical appraisal of artificial intelligence-based prediction models for cardiovascular disease.
- Published in:
- European Heart Journal, 2022, v. 43, n. 31, p. 2921, doi. 10.1093/eurheartj/ehac238
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- Publication type:
- Article
year in cardiovascular medicine 2021: digital health and innovation.
- Published in:
- European Heart Journal, 2022, v. 43, n. 4, p. 271, doi. 10.1093/eurheartj/ehab874
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- Publication type:
- Article
A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study.
- Published in:
- Statistics in Medicine, 2024, v. 43, n. 6, p. 1119, doi. 10.1002/sim.9932
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- Publication type:
- Article
Comparison of likelihood penalization and variance decomposition approaches for clinical prediction models: A simulation study.
- Published in:
- Biometrical Journal, 2024, v. 66, n. 1, p. 1, doi. 10.1002/bimj.202200108
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- Publication type:
- Article
A comparison of full model specification and backward elimination of potential confounders when estimating marginal and conditional causal effects on binary outcomes from observational data.
- Published in:
- Biometrical Journal, 2024, v. 66, n. 1, p. 1, doi. 10.1002/bimj.202100237
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- Publication type:
- Article
The marginality principle revisited: Should "higher‐order" terms always be accompanied by "lower‐order" terms in regression analyses?
- Published in:
- Biometrical Journal, 2023, v. 65, n. 8, p. 1, doi. 10.1002/bimj.202300069
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- Publication type:
- Article
External Validation of the Colon Life Nomogram for Predicting 12-Week Mortality in Dutch Metastatic Colorectal Cancer Patients Treated with Trifluridine/Tipiracil in Daily Practice.
- Published in:
- Cancers, 2022, v. 14, n. 20, p. 5094, doi. 10.3390/cancers14205094
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- Publication type:
- Article
Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models.
- Published in:
- Annals of Internal Medicine, 2023, v. 176, n. 1, p. 105, doi. 10.7326/M22-0844
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- Publication type:
- Article
Safety and Efficiency of Diagnostic Strategies for Ruling Out Pulmonary Embolism in Clinically Relevant Patient Subgroups : A Systematic Review and Individual-Patient Data Meta-analysis.
- Published in:
- 2022
- By:
- Publication type:
- journal article
There is no such thing as a validated prediction model.
- Published in:
- BMC Medicine, 2023, v. 21, n. 1, p. 1, doi. 10.1186/s12916-023-02779-w
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- Publication type:
- Article
Adjustment for unmeasured confounding through informative priors for the confounder-outcome relation.
- Published in:
- 2018
- By:
- Publication type:
- journal article
Evaluation of the Value of Waist Circumference and Metabolomics in the Estimation of Visceral Adipose Tissue.
- Published in:
- American Journal of Epidemiology, 2022, v. 191, n. 5, p. 886, doi. 10.1093/aje/kwab298
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- Publication type:
- Article
Choice of Outcome in COVID-19 Studies and Implications for Policy: Mortality and Fatality.
- Published in:
- American Journal of Epidemiology, 2022, v. 191, n. 2, p. 282, doi. 10.1093/aje/kwab244
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- Publication type:
- Article
Sampling Strategies for Internal Validation Samples for Exposure Measurement–Error Correction: A Study of Visceral Adipose Tissue Measures Replaced by Waist Circumference Measures.
- Published in:
- American Journal of Epidemiology, 2021, v. 190, n. 9, p. 1935, doi. 10.1093/aje/kwab114
- By:
- Publication type:
- Article
Diagnostic Test Accuracy in Childhood Pulmonary Tuberculosis: A Bayesian Latent Class Analysis.
- Published in:
- American Journal of Epidemiology, 2016, v. 184, n. 9, p. 690, doi. 10.1093/aje/kww094
- By:
- Publication type:
- Article
Latent Class Models in Diagnostic Studies When There is No Reference Standard—A Systematic Review.
- Published in:
- American Journal of Epidemiology, 2014, v. 179, n. 4, p. 423, doi. 10.1093/aje/kwt286
- By:
- Publication type:
- Article
Ruling out pulmonary embolism across different healthcare settings: A systematic review and individual patient data meta-analysis.
- Published in:
- 2022
- By:
- Publication type:
- journal article
The relevance of competing risk adjustment in cardiovascular risk prediction models for clinical practice.
- Published in:
- European Journal of Preventive Cardiology, 2023, v. 30, n. 16, p. 1741, doi. 10.1093/eurjpc/zwad202
- By:
- Publication type:
- Article
Development and internal validation of a prediction model for the presence of tinnitus in a Dutch population-based cohort.
- Published in:
- Frontiers in Neurology, 2023, p. 01, doi. 10.3389/fneur.2023.1213687
- By:
- Publication type:
- Article
Additional predictors of stroke and transient ischaemic attack in BEFAST positive patients in out-of-hours emergency primary care.
- Published in:
- PLoS ONE, 2024, v. 19, n. 9, p. 1, doi. 10.1371/journal.pone.0310769
- By:
- Publication type:
- Article
Flaws in the Development and Validation of a Coronavirus Disease 2019 Prediction Model.
- Published in:
- Clinical Infectious Diseases, 2021, v. 73, n. 3, p. 557, doi. 10.1093/cid/ciaa1406
- By:
- Publication type:
- Article
Accuracy of urgency allocation in patients with shortness of breath calling out-of-hours primary care: a cross-sectional study.
- Published in:
- BMC Primary Care, 2024, v. 25, n. 1, p. 1, doi. 10.1186/s12875-024-02347-y
- By:
- Publication type:
- Article
Limited incremental predictive value of the frailty index and other vulnerability measures from routine care data for mortality risk prediction in older patients with COVID-19 in primary care.
- Published in:
- BMC Primary Care, 2024, v. 25, n. 1, p. 1, doi. 10.1186/s12875-024-02308-5
- By:
- Publication type:
- Article
Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care: A Systematic Review.
- Published in:
- JAMA Network Open, 2024, v. 7, n. 9, p. e2432990, doi. 10.1001/jamanetworkopen.2024.32990
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- Publication type:
- Article
Machine Learning and Statistics in Clinical Research Articles—Moving Past the False Dichotomy.
- Published in:
- 2023
- By:
- Publication type:
- Opinion
Guidelines for reporting observational research in urology: the importance of clear reference to causality.
- Published in:
- BJU International, 2023, v. 132, n. 1, p. 4, doi. 10.1111/bju.16028
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- Publication type:
- Article