Internal validation of predictive models: efficiency of some procedures for logistic regression analysis

EW Steyerberg, FE Harrell Jr, GJJM Borsboom… - Journal of clinical …, 2001 - Elsevier
The performance of a predictive model is overestimated when simply determined on the sample
of subjects that was used to construct the model. Several internal validation methods are …

[HTML][HTML] Impact of ivermectin on onchocerciasis transmission: assessing the empirical evidence that repeated ivermectin mass treatments may lead to elimination …

GJJM Borsboom, BA Boatin, NJD Nagelkerke, H Agoua… - Filaria Journal, 2003 - Springer
Background The Onchocerciasis Control Program (OCP) in West Africa has been closed down
at the end of 2002. All subsequent control will be transferred to the participating countries …

[HTML][HTML] Recently introduced biomarkers for screening of hepatocellular carcinoma: a systematic review and meta-analysis

…, SM van Aalten, EW Steyerberg, GJJM Borsboom… - Hepatology …, 2013 - Springer
Purpose Early detection of hepatocellular carcinoma (HCC) is essential for improved prognosis
and long-term survival. To date, screening for HCC depends on serological testing (alpha…

Validation and updating of predictive logistic regression models: a study on sample size and shrinkage

EW Steyerberg, GJJM Borsboom… - Statistics in …, 2004 - Wiley Online Library
A logistic regression model may be used to provide predictions of outcome for individual
patients at another centre than where the model was developed. When empirical data are …

Spirometric reference values for white European children and adolescents: Polgar revisited

PH Quanjer, G Borsboom, B Brunekreef… - Pediatric …, 1995 - Wiley Online Library
We analyzed six spirometric data sets collected in the Netherlands, Austria, the United
Kingdom, Spain, and Italy. The objectives were to establish whether (1) it was possible to …

Neighborhood socioeconomic status and all-cause mortality

…, H Dike Van De Mheen, GJJM Borsboom… - American journal of …, 2001 - academic.oup.com
This study sought to determine the contribution of neighborhood socioeconomic status to all-cause
mortality and to explore its correlates. As part of the longitudinal “Gezondheid en …

[HTML][HTML] Predictive testing for complex diseases using multiple genes: fact or fiction?

…, YS Aulchenko, S Elefante, GJJM Borsboom… - Genetics in …, 2006 - nature.com
Purpose: There is ongoing debate about whether testing low-risk genes at multiple loci will
be useful in clinical care and public health. We investigated the usefulness of multiple genetic …

[HTML][HTML] Short-term health-related quality of life consequences in a lung cancer CT screening trial (NELSON)

…, ML Essink-Bot, GJJM Borsboom… - British journal of …, 2010 - nature.com
Background: In lung cancer CT screening, participants often have an indeterminate screening
result at baseline requiring a follow-up CT. In subjects with either an indeterminate or a …

Five‐year follow‐up of health‐related quality of life after primary treatment of localized prostate cancer

…, ML Essink‐Bot, GJJM Borsboom… - … Journal of Cancer, 2005 - Wiley Online Library
Although with earlier detection of prostate cancer more men face the long‐term
consequences of primary treatment, studies on the impact of treatment on long‐term health‐related …

Long-term effects of lung cancer computed tomography screening on health-related quality of life: the NELSON trial

…, ML Essink-Bot, G Borsboom… - European …, 2011 - Eur Respiratory Soc
The long-term effects of lung cancer computed tomography (CT) screening on health-related
quality of life (HRQoL) have not yet been investigated. In the Dutch–Belgian Randomised …