Missing value estimation methods for DNA microarrays

• Identifying prenatal risk factors of postpartum depression with machine learning

  2025 Scientific Reports article Medicine Maternal Mental Health During Pregnancy and Postpartum Open access

  8

  citations
• Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules

  2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access

  1

  citations
• Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling

  2025 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access

  22

  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
• Augmenting energy time-series for data-efficient imputation of missing values

  2023 Applied Energy article Engineering Building Energy and Comfort Optimization

  36

  citations
• Machine learning identifies a profile of inadequate responder to methotrexate in rheumatoid arthritis

  2022 Lara D. Veeken article Medicine Rheumatoid Arthritis Research and Therapies Open access

  33

  citations
• Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands

  2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access

  13

  citations
• The human hepatocyte TXG-MAPr: gene co-expression network modules to support mechanism-based risk assessment

  2021 Archives of Toxicology article Pharmacology, Toxicology and Pharmaceutics Drug-Induced Hepatotoxicity and Protection Open access

  43

  citations
• Integrative multiomics analysis of human atherosclerosis reveals a serum response factor‐driven network associated with intraplaque hemorrhage

  2021 Clinical and Translational Medicine article Medicine Cerebrovascular and Carotid Artery Diseases Open access

  100

  citations
• The human hepatocyte TXG-MAPr: WGCNA transcriptomic modules to support mechanism-based risk assessment

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Pharmacology, Toxicology and Pharmaceutics Drug-Induced Hepatotoxicity and Protection Open access

  1

  citations
• Symbolic Aggregate Approximation Improves Gap Filling in High-Resolution Mass Spectrometry Data Processing

  2020 Analytical Chemistry article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies

  9

  citations
• DreamAI: algorithm for the imputation of proteomics data

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Chemistry Advanced Proteomics Techniques and Applications Open access

  56

  citations
• Genome-wide analysis of constitutional DNA methylation in familial melanoma

  2020 Clinical Epigenetics article Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access

  5

  citations

13 results