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Netherlands

Activities

Employment (1)

UMC Utrecht: Utrecht, Utrecht, NL

2022-09-15 to present | Post-doctoral researcher/Scientific manager WP7 ConcePTION (Julius Center)
Employment
Source: Self-asserted source
Constanza L. Andaur Navarro

Education and qualifications (1)

Erasmus Universiteit Rotterdam: Rotterdam, Zuid Holland, NL

2017-08-07 to 2019-08-30 | Research Master (Generation R)
Education
Source: Self-asserted source
Constanza L. Andaur Navarro

Works (17)

INSIGHT: A Tool for Fit‐for‐Purpose Evaluation and Quality Assessment of Standardized Observational Data Sources for Real World Evidence on Medicine and Vaccine Safety

Pharmacoepidemiology and Drug Safety
2025-01 | Journal article
Contributors: Vjola Hoxhaj; Constanza L. Andaur Navarro; Judit Riera‐Arnau; Roel J. H. J. Elbers; Ema Alsina; Caitlin Dodd; Miriam C. J. M. Sturkenboom
Source: check_circle
Crossref

Real‐World Evidence BRIDGE: A Tool to Connect Protocol With Code Programming

Pharmacoepidemiology and Drug Safety
2024-12 | Journal article
Contributors: Albert Cid Royo; Roel Elbers JHJ; Daniel Weibel; Vjola Hoxhaj; Zeynep Kurkcuoglu; Miriam C. J. Sturkenboom; Tiago A. Vaz; Constanza L. Andaur Navarro
Source: check_circle
Crossref

SPIN-PM: a consensus framework to evaluate the presence of spin in studies on prediction models

Journal of Clinical Epidemiology
2024-06 | Journal article
Contributors: Constanza L. Andaur Navarro; Johanna A.A. Damen; Mona Ghannad; Paula Dhiman; Maarten van Smeden; Johannes B. Reitsma; Gary S. Collins; Richard D. Riley; Karel G.M. Moons; Lotty Hooft
Source: check_circle
Crossref

INSIGHT: A Tool for Fit-for-Purpose Evaluation and Quality Assessment of Observational Data Sources for Real World Evidence on Medicine and Vaccine Safety

2023-10-30 | Preprint
Contributors: Vjola Hoxhaj; Constanza L. Andaur Navarro; Judit Riera-Arnau; Roel JHJ Elbers; Ema Alsina; Caitlin Dodd; Miriam CJM Sturkenboom
Source: check_circle
Crossref

Dementia prediction in the general population using clinically accessible variables: a proof-of-concept study using machine learning. The AGES-Reykjavik study

BMC Medical Informatics and Decision Making
2023-08-28 | Journal article
Part of ISSN: 1472-6947
Contributors: Emma L. Twait; Constanza L. Andaur Navarro; Vilmunur Gudnason; Yi-Han Hu; Lenore J. Launer; Mirjam I. Geerlings
Source: Self-asserted source
Constanza L. Andaur Navarro

Systematic review finds “spin” practices and poor reporting standards in studies on machine learning-based prediction models

Journal of Clinical Epidemiology
2023-06 | Journal article
Contributors: Constanza L. Andaur Navarro; Johanna A.A. Damen; Toshihiko Takada; Steven W.J. Nijman; Paula Dhiman; Jie Ma; Gary S. Collins; Ram Bajpai; Richard D. Riley; Karel G.M. Moons et al.
Source: check_circle
Crossref

Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review

Journal of Clinical Epidemiology
2023-05 | Journal article
Contributors: Paula Dhiman; Jie Ma; Constanza L. Andaur Navarro; Benjamin Speich; Garrett Bullock; Johanna A.A. Damen; Lotty Hooft; Shona Kirtley; Richard D. Riley; Ben Van Calster et al.
Source: check_circle
Crossref

Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models.

Journal of clinical epidemiology
2022-11-25 | Journal article
Contributors: Andaur Navarro CL; Damen JAA; van Smeden M; Toshihiko Takada; Steven Nijman; Paula Dhiman; Jie Ma; Collins GS; Ram Bajpai; Richard D Riley et al.
Source: Self-asserted source
Constanza L. Andaur Navarro
grade
Preferred source (of 2)‎

Risk of bias of prognostic models developed using machine learning: a systematic review in oncology.

Diagnostic and prognostic research
2022-07-07 | Journal article
Source: Self-asserted source
Constanza L. Andaur Navarro

Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review

BMC Medical Research Methodology
2022-04-08 | Journal article
Part of ISSN: 1471-2288
Source: Self-asserted source
Constanza L. Andaur Navarro

Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review

BMC Medical Research Methodology
2022-01-13 | Journal article
Part of ISSN: 1471-2288
Source: Self-asserted source
Constanza L. Andaur Navarro
grade
Preferred source (of 2)‎

Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved

Journal of Clinical Epidemiology
2021-10 | Journal article
Part of ISSN: 0895-4356
Contributors: Paula Dhiman; Jie Ma; Constanza Andaur Navarro; Benjamin Speich; Garrett Bullock; Johanna AA Damen; Shona Kirtley; Lotty Hooft; Richard D Riley; Ben Van Calster et al.
Source: Self-asserted source
Constanza L. Andaur Navarro

Risk of bias in studies on prediction models developed using supervised machine learning techniques: systematic review.

BMJ (Clinical research ed.)
2021-10-20 | Journal article
Source: Self-asserted source
Constanza L. Andaur Navarro
grade
Preferred source (of 2)‎

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence.

BMJ open
2021-07 | Journal article
Contributors: Collins GS; Dhiman P; Andaur Navarro CL; Ma J; Hooft L; Reitsma JB; Logullo P; Beam AL; Peng L; Van Calster B et al.
Source: Self-asserted source
Constanza L. Andaur Navarro via Europe PubMed Central
grade
Preferred source (of 2)‎

Associations Between Prenatal, Perinatal, and Early Childhood Vitamin D Status and Risk of Dental Caries at 6 Years

The Journal of Nutrition
2021-05-12 | Journal article
Part of ISSN: 0022-3166
Part of ISSN: 1541-6100
Source: Self-asserted source
Constanza L. Andaur Navarro
grade
Preferred source (of 2)‎

Protocol for a systematic review on the methodological and reporting quality of prediction model studies using machine learning techniques

BMJ Open
2020-11 | Journal article
Part of ISSN: 2044-6055
Part of ISSN: 2044-6055
Source: Self-asserted source
Constanza L. Andaur Navarro
grade
Preferred source (of 2)‎

Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal.

BMJ (Clinical research ed.)
2020-04 | Journal article
Contributors: Wynants L; Van Calster B; Collins GS; Riley RD; Heinze G; Schuit E; Bonten MMJ; Damen JAA; Debray TPA; De Vos M et al.
Source: Self-asserted source
Constanza L. Andaur Navarro via Europe PubMed Central

Peer review (5 reviews for 3 publications/grants)

Review activity for BMJ open. (1)
Review activity for Diagnostic and prognostic research. (2)
Review activity for Journal of clinical epidemiology. (2)