Visualizing Risk Prediction Models

por Van Belle, Vanya, Van Calster, Ben
Publicado 2015

Risk calculation charts for multiclass prediction models

por Van Belle, Vanya, Van Calster, Ben
Publicado 2015

Parathyroid hormone is a plausible mediator for the metabolic syndrome in the morbidly obese: a cross-sectional study

por Røislien, Jo, Van Calster, Ben, Hjelmesæth, Jøran
Publicado 2011

Prediction models in multicenter studies: methodological aspects and current state of the art

por Wynants, Laure, Van Huffel, Sabine, Van Calster, Ben
Publicado 2015

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

por Vickers, Andrew J, Van Calster, Ben, Steyerberg, Ewout W
Publicado 2016

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

por Vickers, Andrew J., van Calster, Ben, Steyerberg, Ewout W.
Publicado 2019

Developing risk models for multicenter data using standard logistic regression produced suboptimal predictions: A simulation study

por Falconieri, Nora, Van Calster, Ben, Timmerman, Dirk, Wynants, Laure
Publicado 2020

Commentary: Artificial Intelligence and Statistics: Just the Old Wine in New Wineskins?

por de Hond, Anne A. H., van Calster, Ben, Steyerberg, Ewout W.
Publicado 2022

There is no such thing as a validated prediction model

por Van Calster, Ben, Steyerberg, Ewout W., Wynants, Laure, van Smeden, Maarten
Publicado 2023

Screening for data clustering in multicenter studies: the residual intraclass correlation

por Wynants, Laure, Timmerman, Dirk, Bourne, Tom, Van Huffel, Sabine, Van Calster, Ben
Publicado 2013

Predictive analytics in health care: how can we know it works?

por Van Calster, Ben, Wynants, Laure, Timmerman, Dirk, Steyerberg, Ewout W, Collins, Gary S
Publicado 2019

The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression

por van den Goorbergh, Ruben, van Smeden, Maarten, Timmerman, Dirk, Van Calster, Ben
Publicado 2022

Methodology over metrics: current scientific standards are a disservice to patients and society

por Van Calster, Ben, Wynants, Laure, Riley, Richard D, van Smeden, Maarten, Collins, Gary S
Publicado 2021

Risk prediction models for discrete ordinal outcomes: Calibration and the impact of the proportional odds assumption

por Edlinger, Michael, van Smeden, Maarten, Alber, Hannes F, Wanitschek, Maria, Van Calster, Ben
Publicado 2021

Explaining Support Vector Machines: A Color Based Nomogram

por Van Belle, Vanya, Van Calster, Ben, Van Huffel, Sabine, Suykens, Johan A. K., Lisboa, Paulo
Publicado 2016

Calibration: the Achilles heel of predictive analytics

por Van Calster, Ben, McLernon, David J., van Smeden, Maarten, Wynants, Laure, Steyerberg, Ewout W.
Publicado 2019

The impact of complaints procedures on the welfare, health and clinical practise of 7926 doctors in the UK: a cross-sectional survey

por Bourne, Tom, Wynants, Laure, Peters, Mike, Van Audenhove, Chantal, Timmerman, Dirk, Van Calster, Ben, Jalmbrant, Maria
Publicado 2015

Three myths about risk thresholds for prediction models

por Wynants, Laure, van Smeden, Maarten, McLernon, David J., Timmerman, Dirk, Steyerberg, Ewout W., Van Calster, Ben
Publicado 2019

Adaptive sample size determination for the development of clinical prediction models

por Christodoulou, Evangelia, van Smeden, Maarten, Edlinger, Michael, Timmerman, Dirk, Wanitschek, Maria, Steyerberg, Ewout W., Van Calster, Ben
Publicado 2021

Minimum sample size for developing a multivariable prediction model using multinomial logistic regression

por Pate, Alexander, Riley, Richard D, Collins, Gary S, van Smeden, Maarten, Van Calster, Ben, Ensor, Joie, Martin, Glen P
Publicado 2023