Karel G.M. Moons

1. Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration
   2015/01/05 by Karel G.M. Moons, Douglas G. Altman, Johannes B. Reitsma +8 · 78 citations
   Decision Sciences · Health Professions · Economics, Econometrics and Finance · #Meta-analysis and systematic reviews #Healthcare cost, quality, practices #Health Systems, Economic Evaluations, Quality of Life
2. Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement
   2015/01/05 by Professor Gary S. Collins, Gary S. Collins, Johannes B. Reitsma +2 · 49 citations
   Decision Sciences · Economics, Econometrics and Finance · Medicine · #Meta-analysis and systematic reviews #Health Systems, Economic Evaluations, Quality of Life #Clinical Reasoning and Diagnostic Skills
3. PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies
   2018/12/31 by Robert Wolff, Robert F. Wolff, Karel G.M. Moons +11 · 57 citations
   Decision Sciences · Economics, Econometrics and Finance · Medicine · #Meta-analysis and systematic reviews #Health Systems, Economic Evaluations, Quality of Life #Clinical practice guidelines implementation
4. Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): The TRIPOD statement
   2015/01/01 by Professor Gary S. Collins, G S Collins, J B Reitsma +5 · 45 citations
   Decision Sciences · Medicine · Economics, Econometrics and Finance · #Meta-analysis and systematic reviews #Clinical Reasoning and Diagnostic Skills #Health Systems, Economic Evaluations, Quality of Life
5. Incidence of Intraoperative Hypotension as a Function of the Chosen Definition
   2007/07/25 by Jilles B. Bijker, Jilles B. Bijker, Wilton A. van Klei +8 · 38 citations
   Medicine · #Hemodynamic Monitoring and Therapy #Intraoperative Neuromonitoring and Anesthetic Effects #Cardiac, Anesthesia and Surgical Outcomes
6. Minimum sample size for developing a multivariable prediction model: PART II ‐ binary and time‐to‐event outcomes
   2018/10/24 by Richard D Riley, Kym IE Snell, Kym I E Snell +9 · 21 citations
   Economics, Econometrics and Finance · #Health Systems, Economic Evaluations, Quality of Life
7. Calculating the sample size required for developing a clinical prediction model
   2020/03/18 by Richard D Riley, Joie Ensor, Kym I E Snell +6 · 23 citations
   Decision Sciences · Mathematics · Medicine · #Meta-analysis and systematic reviews #Sepsis Diagnosis and Treatment #Statistical Methods in Epidemiology
8. TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
   2024/04/16 by Professor Gary S. Collins, Karel G.M. Moons, Paula Dhiman +31 · 1 voice · 30 citations
   Medicine · Decision Sciences · Health Professions · #Artificial Intelligence in Healthcare and Education #Meta-analysis and systematic reviews #Healthcare cost, quality, practices
9. Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD Statement
   2015/01/27 by G S Collins, Professor Gary S. Collins, J B Reitsma +5 · 31 citations
   Medicine · #Clinical Reasoning and Diagnostic Skills #Artificial Intelligence in Healthcare and Education #Sepsis Diagnosis and Treatment
10. Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal
    2020/04/07 by Laure Wynants, Ben Van Calster, Professor Gary S. Collins +54 · 21 citations
    Medicine · #COVID-19 Clinical Research Studies #COVID-19 diagnosis using AI #SARS-CoV-2 detection and testing
11. External validation is necessary in prediction research:
    2003/09/01 by Sacha E. Bleeker, S.E Bleeker, H.A Moll +11 · 6 citations
    Decision Sciences · Medicine · #Reliability and Agreement in Measurement #Sepsis Diagnosis and Treatment #Thermal Regulation in Medicine
12. Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD statement
    2015/01/09 by Professor Gary S. Collins, Gary S. Collins, Johannes B. Reitsma +2 · 8 citations
    Decision Sciences · Economics, Econometrics and Finance · Medicine · #Clinical Reasoning and Diagnostic Skills #Health Systems, Economic Evaluations, Quality of Life #Meta-analysis and systematic reviews
13. Review: A gentle introduction to imputation of missing values
    2006/07/12 by A. Rogier T. Donders, Geert J.M.G. van der Heijden, Geert J. M. G. van der Heijden +2 · 2 citations
    Mathematics · Social Sciences · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Survey Methodology and Nonresponse
14. A tutorial on individualized treatment effect prediction from randomized trials with a binary endpoint
    2021/08/16 by Jeroen Hoogland, Joanna IntHout, Michail Belias +9 · 3 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods and Inference
15. A new framework to enhance the interpretation of external validation studies of clinical prediction models
    2014/08/30 by Thomas P. A. Debray, Thomas P.A. Debray, Yvonne Vergouwe +4 · 3 citations
    Computer Science · Medicine · #Blood properties and coagulation #Imbalanced Data Classification Techniques #Venous Thromboembolism Diagnosis and Management
16. The TRIPOD-LLM reporting guideline for studies using large language models
    2025/01/01 by Jack Gallifant, Majid Afshar, Saleem Ameen +30 · 1 voice · 6 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
17. The harms of class imbalance corrections for machine learning based prediction models: a simulation study
    2024/04/30 by Alex Carriero, Carriero, Alex, Kim Luijken +11 · 2 voices · 3 citations
    Business, Management and Accounting · Computer Science · #Financial Distress and Bankruptcy Prediction #Imbalanced Data Classification Techniques #stat.ME
18. Plug-and-play use of tree-based methods: consequences for clinical prediction modeling
    2025/05/19 by Lotta Meijerink, Ewoud Schuit, Karel G.M. Moons +1 · 1 voice · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Radiomics and Machine Learning in Medical Imaging