Search Results - "BAKKER, Bart"

Anomaly Detection in Medical Imaging With Deep Perceptual Autoencoders by Shvetsova, Nina, Bakker, Bart, Fedulova, Irina, Schulz, Heinrich, Dylov, Dmitry V.

“…Anomaly detection is the problem of recognizing abnormal inputs based on the seen examples of normal data. Despite recent advances of deep learning in…”
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Dependent interviewing: a remedy or a curse for measurement error in surveys? by Paulina Pankowska, Bart Bakker, Daniel Oberski, Dimitris Pavlopoulos

“…Longitudinal surveys often rely on dependent interviewing (DI) to lower the levels of random measurement error in survey data and reduce the incidence of…”
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Estimating the validity of administrative variables by Bakker, Bart F. M.

“…Administrative data have become more important for both official statistics and academic research. One possible problem with such data is that they are biased…”
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How Linkage Error Affects Hidden Markov Model Estimates: A Sensitivity Analysis by Pankowska, Paulina, Bakker, Bart F M, Oberski, Daniel L, Pavlopoulos, Dimitris

“…Hidden Markov models (HMMs) are increasingly used to estimate and correct for classification error in categorical, longitudinal data, without the need for a…”
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Deep learning assessment of breast terminal duct lobular unit involution: Towards automated prediction of breast cancer risk by Wetstein, Suzanne C, Onken, Allison M, Luffman, Christina, Baker, Gabrielle M, Pyle, Michael E, Kensler, Kevin H, Liu, Ying, Bakker, Bart, Vlutters, Ruud, van Leeuwen, Marinus B, Collins, Laura C, Schnitt, Stuart J, Pluim, Josien P W, Tamimi, Rulla M, Heng, Yujing J, Veta, Mitko

“…Terminal duct lobular unit (TDLU) involution is the regression of milk-producing structures in the breast. Women with less TDLU involution are more likely to…”
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Clustering ensembles of neural network models by Bakker, Bart, Heskes, Tom

“…We show that large ensembles of (neural network) models, obtained e.g. in bootstrapping or sampling from (Bayesian) probability distributions, can be…”
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ACUTE EFFECTS OF DIFFERENT WARM-UP PROTOCOLS ON FITNESS PERFORMANCE IN CHILDREN by FAIGENBAUM, AVERY D., BELLUCCI, MARIO, BERNIERI, ANGELO, BAKKER, BART, HOORENS, KARLYN

“…The purpose of this study was to compare the acute effects on youth fitness of 3 different warm-up protocols utilizing static stretching or dynamic exercise…”
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Methodological challenges of register-based research by Bakker, Bart F. M., Daas, Piet J. H.

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Linkage of health insurance data to the Netherlands Twin Register by van Grootheest, Gerard, Ariel, Adelaide, Glasner, Tina, Verkerk, Bep, van Beijsterveldt, Toos, van der Laan, Jan, de Groot, Mark, Visser, Sipke, Bakker, Bart, Boomsma, Dorret

“…ABSTRACT Objectives We compared four different approaches to record linkage, demonstrating its potential in enriching the Netherlands Twin Register (NTR) with…”
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Why Parental Unemployment Matters for Children’s Educational Attainment: Empirical Evidence from The Netherlands by Mooi-Reci, Irma, Bakker, Bart, Curry, Matthew, Wooden, Mark

“…This study examines the effect of parents’ unemployment on their children’s subsequent educational attainment. Its theoretical significance lies on its focus…”
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Phenotypes of sleeplessness: stressing the need for psychodiagnostics in the assessment of insomnia by van de Laar, Merijn, Leufkens, Tim, Bakker, Bart, Pevernagie, Dirk, Overeem, Sebastiaan

“…Insomnia is a too general term for various subtypes that might have different etiologies and therefore require different types of treatment. In this…”
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Acute Effects of Different Warm-up Protocols on Fitness Performance in Children by Faigenbaum, Avery D., Bellucci, Mario, Bernieri, Angelo, Bakker, Bart, Hoorens, Karlyn

“…Faigenbaum, A.D., M. Bellucci, A. Bernieri, B. Bakker, and K. Hoorens. Acute effects of different warm-up protocols on fitness performance in children. J…”
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Learning and approximate inference in dynamic hierarchical models by Bakker, Bart, Heskes, Tom

“…A new variant of the dynamic hierarchical model (DHM) that describes a large number of parallel time series is presented. The separate series, which may be…”
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Optimal risk estimation for thrombosis based on coagulation protein concentrations by Bakker, Bart, Van Den Ham, Rene, Van Ooijen, Henk

“…Results The machine learning methods based on the complete set of inputs (including genetic effects and coagulation protein concentrations) outperformed the…”
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Experiment Ruwaard: Thinking, acting and organizing differently by Smits, Susanne, Bakker, Bart, Neuteboom, Jord, Van Rosmalen, Franca, Hoop, Lonneke, De Loos, Sandra

“…Introduction: In Ruwaard, a community in the municipality of Oss (the Netherlands) several organizations collaborate to realize their dream for a more…”
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Learning and approximate inference in dynamic hierarchical models : Statistical signal extraction and filtering by BAKKER, Bart, HESKES, Tom

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PEOPLE BORN IN THE MIDDLE EAST BUT RESIDING IN THE NETHERLANDS: INVARIANT POPULATION SIZE ESTIMATES AND THE ROLE OF ACTIVE AND PASSIVE COVARIATES by van der Heijden, Peter G. M., Whittaker, Joe, Cruyff, Maarten, Bakker, Bart, van der Vliet, Rik

“…Including covariates in loglinear models of population registers improves population size estimates for two reasons. First, it is possible to take…”
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This special issue on Methodological challenges of register-based research is compiled by guest editors by Bakker, Bart, Rooijen, Johan van

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Linkage of health insurance data to the Netherlands Twin Register: IJPDS (2017) Issue 1, Vol 1:028, Proceedings of the IPDLN Conference (August 2016) by Van Grootheest, Gerard, Ariel, Adelaide, Glasner, Tina, Verkerk, Bep, Van Beijsterveldt, Toos, Van der Laan, Jan, De Groot, Mark, Visser, Sipke, Bakker, Bart, Boomsma, Dorret

“…ABSTRACTObjectivesWe compared four different approaches to record linkage, demonstrating its potential in enriching the Netherlands Twin Register (NTR) with…”
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Nowcasting in triple-system estimation by Zult, Daan B, van der Heijden, Peter G. M, Bakker, Bart F. M

“…Multiple systems estimation uses samples that each cover part of a population to obtain a total population size estimate. Ideally, all the available samples…”
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