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Papers matching “missing data imputation” 5

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Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study
2025 PLoS Genetics article Computer Science Bayesian Modeling and Causal Inference Open access

Richard A. J. Howey, Jonathan Adam, Jerzy Adamski, Natalie N. Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, +32 more

1

citations
Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance
2022 Frontiers in Epidemiology article Computer Science Machine Learning in Healthcare Open access

Hendrikus J. A. van Os, Jos P. Kanning, Marieke J.H. Wermer, Niels Henrik Chavannes, Mattijs Everard Numans, Ynte M. Ruigrok, +4 more

9

citations
Polar Encoding: A Simple Baseline Approach for Classification With Missing Values
2024 IEEE Transactions on Fuzzy Systems article Computer Science Machine Learning and Data Classification Open access

Oliver Urs Lenz, Daniel Peralta, Chris Cornelis

3

citations
Large-Scale Modeling of Sparse Protein Kinase Activity Data
2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Sohvi Luukkonen, Erik Meijer, Giovanni A. Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, +1 more

14

citations
Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study
2022 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Märtin, Lejla Begic Fazlic, Guido Dartmann, +2 more

14

citations

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