June 15, 2018 article Open access Comparing Deep Learning and Classical Machine Learning Approaches for Predicting Inpatient Violence Incidents from Clinical Text Applied Sciences DOI: 10.3390/app8060981 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 9 stored of 73 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 Machine learning vs. rule-based methods for document classification of electronic health records within mental health care—A systematic literature review 2025 Natural Language Processing Journal review Computer Science Machine Learning in Healthcare Open access 17 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 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 Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting 2022 Expert Systems with Applications article Computer Science Privacy-Preserving Technologies in Data Open access 38 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 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 9 results References 0