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Ben Van Calster | Researchclopedia

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Ben Van Calster

KU Leuven ORCID

582

Works

34,903

Citations

85

h-index

245

i10-index

Research Topics

Ovarian cancer diagnosis and treatment Endometrial and Cervical Cancer Treatments Ectopic Pregnancy Diagnosis and Management

Affiliations

Università Cattolica del Sacro Cuore2005–2011

Boston University2013–2013

Goethe University Frankfurt2012–2012

Leiden University2019–2024

University of London2007–2007

Top Works

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

Laure Wynants,Ben Van Calster,et al.

20203,184 citations

Machine Learning in Healthcare

Endometriosis Research and Treatment

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

Evangelia Christodoulou,Jie Ma,et al.

20191,846 citations

Calibration: the Achilles heel of predictive analytics

On behalf of Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative,Ben Van Calster,et al.

20191,677 citations

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

Gary S. Collins,Karel G.M. Moons,et al.

20241,585 citations

Reporting and Interpreting Decision Curve Analysis: A Guide for Investigators

Ben Van Calster,Laure Wynants,et al.

20181,242 citations

Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests

Andrew J. Vickers,Ben Van Calster,et al.

20161,040 citations

A simple, step-by-step guide to interpreting decision curve analysis

Andrew J. Vickers,Ben Van Calster,et al.

2019993 citations

A calibration hierarchy for risk models was defined: from utopia to empirical data

Ben Van Calster,Daan Nieboer,et al.

2016794 citations

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

Gary S. Collins,Paula Dhiman,et al.

2021753 citations