January 01, 2022 article Open access Benchmarking missing-values approaches for predictive models on health databases GigaScience DOI: 10.1093/gigascience/giac013 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 3 stored of 59 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Longitudinal modeling of Post-COVID-19 condition over three years: A machine learning approach using clinical, neuropsychological, and fluid markers 2026 Scientific Reports article Medicine Long-Term Effects of COVID-19 Open access 0 citations No Imputation Without Representation 2024 Communications in computer and information science conference-paper Computer Science Machine Learning and Data Classification Open access 2 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 3 citations 3 results References 2 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Informative missingness in electronic health record systems: the curse of knowing 2020 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access 133 citations A cautionary note on the use of the missing indicator method for handling missing data in prediction research 2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods and Bayesian Inference Open access 32 citations 2 results