DEDUCE: A pattern matching method for automatic de-identification of Dutch medical text

• Investigating De-Identification Methodologies in Dutch Medical Texts: A Replication Study of Deduce and Deidentify

  2025 Electronics article Computer Science Privacy-Preserving Technologies in Data Open access

  0

  citations
• Machine Learning vs. Rule-Based Methods for Document Classification of Electronic Health Records within Mental Health Care - A Systematic Literature Review

  2024 Research Square preprint Computer Science Machine Learning in Healthcare Open access

  5

  citations
• Outcome prediction of electroconvulsive therapy for depression

  2023 Psychiatry Research article Medicine Electroconvulsive Therapy Studies Open access

  15

  citations
• Natural Language Processing and Text Mining (Turning Unstructured Data into Structured)

  2023 Springer eBooks book-chapter Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

  12

  citations
• Machine Learning vs. Rule-Based Methods for Document Classification of Electronic Health Records within Psychiatry - A Systematic Literature Review

  2022 Research Square preprint Computer Science Machine Learning in Healthcare Open access

  0

  citations
• Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records

  2022 Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics conference-paper Computer Science Topic Modeling Open access

  3

  citations
• Information extraction from free text for aiding transdiagnostic psychiatry: constructing NLP pipelines tailored to clinicians’ needs

  2022 BMC Psychiatry article Computer Science Machine Learning in Healthcare Open access

  7

  citations
• Topic Modeling for Interpretable Text Classification From EHRs

  2022 Frontiers in Big Data article Computer Science Machine Learning in Healthcare Open access

  36

  citations
• Development of a Pipeline for Adverse Drug Reaction Identification in Clinical Notes: Word Embedding Models and String Matching

  2022 JMIR Medical Informatics article Pharmacology, Toxicology and Pharmaceutics Pharmacovigilance and Adverse Drug Reactions Open access

  6

  citations
• A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability

  2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Topic Modeling Open access

  20

  citations
• Development of a Pipeline for Adverse Drug Reaction Identification in Clinical Notes: Word Embedding Models and String Matching (Preprint)

  2021 preprint Pharmacology, Toxicology and Pharmaceutics Pharmacovigilance and Adverse Drug Reactions Open access

  0

  citations
• Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes

  2021 Journal of Artificial Intelligence for Medical Sciences article Computer Science Machine Learning in Healthcare Open access

  18

  citations

12 results