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Netherlands

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Employment (1)

University Medical Center Utrecht: Utrecht, NL

2014-01-01 to present | Assistant Professor (Julius Center for Health Sciences and Primary Care)
Employment
Source: Self-asserted source
Johanna Damen

Works (28)

Comparative Effectiveness of Pharmacologic Treatments for the Prevention of Episodic Migraine Headache: A Systematic Review and Network Meta-analysis for the American College of Physicians

Annals of Internal Medicine
2025-02-04 | Journal article
Contributors: Johanna A.A. Damen; Bada Yang; Demy L. Idema; Robin W.M. Vernooij; Linde Huis in ‘t Veld; Mike Kusters; Rene Spijker; Kim van der Braak; Pauline Heus; Kevin Jenniskens et al.
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Crossref

Methodological quality assessment tools for diagnosis and prognosis research: overview and guidance

Journal of Clinical Epidemiology
2025-01 | Journal article
Contributors: Tabea Kaul; Bas E. Kellerhuis; Johanna A.A. Damen; Ewoud Schuit; Kevin Jenniskens; Maarten van Smeden; Johannes B. Reitsma; Lotty Hooft; Karel G.M. Moons; Bada Yang
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Validation of prognostic models predicting mortality or ICU admission in patients with COVID-19 in low- and middle-income countries: a global individual participant data meta-analysis

Diagnostic and Prognostic Research
2024-12-19 | Journal article
Contributors: Johanna A. A. Damen; Banafsheh Arshi; Maarten van Smeden; Silvia Bertagnolio; Janet V. Diaz; Ronaldo Silva; Soe Soe Thwin; Laure Wynants; Karel G. M. Moons
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Prognostic Factors and Models to Predict Mortality Outcomes in Patients with Peripheral Arterial Disease: A Systematic Review

Journal of Vascular Surgery
2024-11 | Journal article
Contributors: C.P. Porras; M. Teraa; J.A.A. Damen; C.E.V.B. Hazenberg; M.L. Bots; M.C. Verhaar; R.W.M. Vernooij
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Editor's Choice – Prognostic Factors and Models to Predict Mortality Outcomes in Patients with Peripheral Arterial Disease: A Systematic Review

European Journal of Vascular and Endovascular Surgery
2024-09 | Journal article
Contributors: Cindy P. Porras; Martin Teraa; Johanna A.A. Damen; Constantijn E.V.B. Hazenberg; Michiel L. Bots; Marianne C. Verhaar; Robin W.M. Vernooij
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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
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Crossref

Both clinical trial register and electronic bibliographic database searches were needed to identify randomized clinical trials for systematic reviews: an evaluation study

Journal of Clinical Epidemiology
2024-05 | Journal article
Contributors: Tabea Kaul; Julia M.T. Colombijn; Robin W.M. Vernooij; Rene Spijker; Demy L. Idema; Linde F. Huis in ‘t Veld; Johanna A.A. Damen; Lotty Hooft
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Increased endorsement of TRIPOD and other reporting guidelines by high impact factor journals: survey of instructions to authors

Journal of Clinical Epidemiology
2024-01 | Journal article
Contributors: Pauline Heus; Demy L. Idema; Emma Kruithof; Johanna A.A.G. Damen; Maud S. Verhoef-Jurgens; Johannes B. Reitsma; Karel G.M. Moons; Lotty Hooft
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One Heartbeat Away from a Prediction Model for Cardiovascular Diseases in Patients with Chronic Kidney Disease: A Systematic Review

Cardiorenal Medicine
2023 | Journal article
Contributors: Leanne C.M. Smit; Michiel L. Bots; Joep van der Leeuw; Johanna A.A.G. Damen; Peter J. Blankestijn; Marianne C. Verhaar; Robin W.M. Vernooij
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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.
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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.
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Indicators of questionable research practices were identified in 163,129 randomized controlled trials

Journal of Clinical Epidemiology
2023-02 | Journal article
Contributors: Johanna A. Damen; Pauline Heus; Herm J. Lamberink; Joeri K. Tijdink; Lex Bouter; Paul Glasziou; David Moher; Willem M. Otte; Christiaan H. Vinkers; Lotty Hooft
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Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models

Journal of Clinical Epidemiology
2023-02 | Journal article
Contributors: Constanza L. Andaur Navarro; Johanna A.A. Damen; Maarten van Smeden; Toshihiko Takada; Steven W.J. Nijman; Paula Dhiman; Jie Ma; Gary S. Collins; Ram Bajpai; Richard D. Riley et al.
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Crossref

Risk-of-bias assessment protocol BR trial

2023-02-07 | Book chapter
Contributors: Kelly Hendriks-Spoor; Johanna Damen; Jesper Weehuizen
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Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review

BMC Medical Research Methodology
2022-12 | 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.
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Bacillus Calmette-Guérin vaccine to reduce COVID-19 infections and hospitalisations in healthcare workers – a living systematic review and prospective ALL-IN meta-analysis of individual participant data from randomised controlled trials

2022-12-19 | Preprint
Contributors: J.A. (Judith) ter Schure; Alexander Ly; Lisa Belin; Christine S. Benn; Marc J.M. Bonten; Jeffrey D. Cirillo; Johanna A.A. Damen; Inês Fronteira; Kelly D. Hendriks; Ana Paula Junqueira-Kipnis et al.
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Clinical prediction models for mortality in patients with covid-19: external validation and individual participant data meta-analysis

BMJ
2022-07-12 | Journal article
Contributors: Valentijn M T de Jong; Rebecca Z Rousset; Neftalí Eduardo Antonio-Villa; Arnoldus G Buenen; Ben Van Calster; Omar Yaxmehen Bello-Chavolla; Nigel J Brunskill; Vasa Curcin; Johanna A A Damen; Carlos A Fermín-Martínez et al.
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External Validation of Risk Prediction Models to Improve Selection of Patients for Carotid Endarterectomy

Stroke
2022-01 | Journal article
Contributors: Michiel H.F. Poorthuis; Reinier A.R. Herings; Kirsten Dansey; Johanna A.A. Damen; Jacoba P. Greving; Marc L. Schermerhorn; Gert J. de Borst
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Risk of bias in studies on prediction models developed using supervised machine learning techniques: systematic review

BMJ
2021-10-20 | 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.
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Completeness of reporting of clinical prediction models developed using supervised machine learning: A systematic review

2021-07-01 | Other
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 GM Moons et al.
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The methodological quality of 176,620 randomized controlled trials published between 1966 and 2018 reveals a positive trend but also an urgent need for improvement

PLOS Biology
2021-04-19 | Journal article
Contributors: Christiaan H. Vinkers; Bob Siegerink; Herm J. Lamberink; Joeri K. Tijdink; Pauline Heus; Lex Bouter; Paul Glasziou; David Moher; Johanna A. Damen; Lotty Hooft et al.
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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
Contributors: Constanza L Andaur Navarro; Johanna A A G Damen; Toshihiko Takada; Steven W J Nijman; Paula Dhiman; Jie Ma; Gary S Collins; Ram Bajpai; Richard D Riley; Karel GM Moons et al.
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Randomized clinical trial quality has improved over time but is still not good enough: an analysis of 176,620 randomized controlled trials published between 1966 and 2018

2020-04-27 | Other
Contributors: Christiaan H. Vinkers; Herm J. Lamberink; Joeri K. Tijdink; Pauline Heus; Lex Bouter; Paul Glasziou; David Moher; Johanna A. Damen; Lotty Hooft; Willem M. Otte
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Crossref

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

BMJ
2020-04-07 | Journal article
Contributors: Laure Wynants; Ben Van Calster; Gary S Collins; Richard D Riley; Georg Heinze; Ewoud Schuit; Marc M J Bonten; Darren L Dahly; Johanna A Damen; Thomas P A Debray et al.
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Performance of the Framingham risk models and pooled cohort equations for predicting 10-year risk of cardiovascular disease: a systematic review and meta-analysis

BMC Medicine
2019-12 | Journal article
Contributors: Johanna A. Damen; Romin Pajouheshnia; Pauline Heus; Karel G. M. Moons; Johannes B. Reitsma; Rob J. P. M. Scholten; Lotty Hooft; Thomas P. A. Debray
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The increasing need for systematic reviews of prognosis studies: strategies to facilitate review production and improve quality of primary research

Diagnostic and Prognostic Research
2019-12 | Journal article
Contributors: Johanna A. A. G. Damen; Lotty Hooft
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Cardiovascular risk prediction models for women in the general population: A systematic review

PLOS ONE
2019-01-08 | Journal article
Contributors: Sara J. Baart; Carmine Pizzi; Veerle Dam; Luuk J. J. Scheres; Johanna A. A. G. Damen; René Spijker; Ewoud Schuit; Thomas P. A. Debray; Bart C. J. M. Fauser; Eric Boersma et al.
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Performance of the Framingham risk models and Pooled Cohort Equations for predicting 10-year risk of cardiovascular disease: a systematic review and meta-analysis v1

2018-07-31 | Preprint
Contributors: Johanna Damen
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