Standout Papers

A systematic review shows no performance benefit of machine learning o... 2016 2026 2019 2022 1.1k
  1. A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models (2019)
    Evangelia Christodoulou, Jie Ma et al. Journal of Clinical Epidemiology
  2. Calibration: the Achilles heel of predictive analytics (2019)
    Ben Van Calster, David J. McLernon et al. BMC Medicine
  3. Reporting and Interpreting Decision Curve Analysis: A Guide for Investigators (2018)
    Ben Van Calster, Laure Wynants et al. European Urology
  4. Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests (2016)
    Andrew J. Vickers, Ben Van Calster et al. BMJ
  5. A simple, step-by-step guide to interpreting decision curve analysis (2019)
    Andrew J. Vickers, Ben Van Calster et al. SHILAP Revista de lepidopterología
  6. A calibration hierarchy for risk models was defined: from utopia to empirical data (2016)
    Ben Van Calster, Daan Nieboer et al. Journal of Clinical Epidemiology
  7. 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 (2021)
    Gary S. Collins, Paula Dhiman et al. BMJ Open
  8. Evaluating the risk of ovarian cancer before surgery using the ADNEX model to differentiate between benign, borderline, early and advanced stage invasive, and secondary metastatic tumours: prospective multicentre diagnostic study (2014)
    Ben Van Calster, Kirsten Van Hoorde et al. BMJ
  9. Interpreting area under the receiver operating characteristic curve (2022)
    Anne de Hond, Ewout W. Steyerberg et al. The Lancet Digital Health
  10. Randomized Trial of Fetal Surgery for Severe Left Diaphragmatic Hernia (2021)
    Jan Deprest, K. H. Nicolaides et al. New England Journal of Medicine
  11. Randomized Trial of Fetal Surgery for Moderate Left Diaphragmatic Hernia (2021)
    Jan Deprest, Alexandra Benachi et al. New England Journal of Medicine
  12. Evaluation of clinical prediction models (part 1): from development to external validation (2024)
    Gary S. Collins, Paula Dhiman et al. BMJ
  13. The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression (2022)
    Maarten van Smeden, D. Timmerman et al. Journal of the American Medical Informatics Association
  14. There is no such thing as a validated prediction model (2023)
    Ben Van Calster, Ewout W. Steyerberg et al. BMC Medicine
  15. Evaluation of clinical prediction models (part 3): calculating the sample size required for an external validation study (2024)
    Richard D Riley, Kym I E Snell et al. BMJ

Immediate Impact

13 from Science/Nature 76 standout
Sub-graph 1 of 21

Citing Papers

Spatial determinants of antibody-drug conjugate SHR-A1811 efficacy in neoadjuvant treatment for HER2-positive breast cancer
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Clinical applications of human organoids
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Works of Ben Van Calster being referenced

Randomized Trial of Fetal Surgery for Moderate Left Diaphragmatic Hernia
2021 Standout
Randomized Trial of Fetal Surgery for Severe Left Diaphragmatic Hernia
2021
and 2 more

Author Peers

Author Last Decade Papers Cites
Ben Van Calster 3512 3166 2108 3157 267 15.0k
Enrique F. Schisterman 2482 4499 3810 1428 411 20.8k
Marinus J.C. Eijkemans 9081 1865 6932 2646 312 21.2k
D. Timmerman 10638 10333 3992 3762 492 19.5k
Valerie Beral 3213 2507 5601 2598 340 32.3k
Patricia Langenberg 832 686 2003 1354 253 13.1k
J. Dik F. Habbema 1501 553 1584 1453 116 9.9k
Daniel L. Clarke‐Pearson 9284 8191 1815 9668 210 35.1k
Richard D Riley 352 1109 2452 3782 327 26.1k
Penny Whiting 575 965 2125 5312 142 27.1k
Hans C. van Houwelingen 777 432 1138 3385 300 17.5k

All Works

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2026