[HTML][HTML] Taxonomy of hybrid architectures involving rule-based reasoning and machine learning in clinical decision systems: A sco** review

S Kierner, J Kucharski, Z Kierner - Journal of biomedical informatics, 2023‏ - Elsevier
Background As the application of Artificial Intelligence (AI) technologies increases in the
healthcare sector, the industry faces a need to combine medical knowledge, often …

[HTML][HTML] Combining machine learning models and rule engines in clinical decision systems: Exploring optimal aggregation methods for vaccine hesitancy prediction

S Kierner, P Kierner, J Kucharski - Computers in Biology and Medicine, 2025‏ - Elsevier
Background With the increasing application of artificial intelligence (AI) technologies in the
healthcare sector and the emergence of new solutions, such as large language models …

[PDF][PDF] A Recommender System for Educational Planning

M Skittou, M Merrouchi, T Gadi - Cybernetics and Information …, 2024‏ - sciendo.com
Knowledge-based recommender systems have always had their privileged place among all
Decision Support Systems (DSS), given their advantage on several points over other …

Enhancing Medical Learning and Reasoning Systems: A Boxology-Based Comparative Analysis of Design Patterns

CH Ng - ar** a Knowledge-Based System for Diagnosis and Treatment Recommendation of Selected Acute Abdominal Diseases by Collaborating Data Mining Results …
D Adugnaw, K Biredagn - 2022‏ - researchsquare.com
Develo** a Knowledge-Based System for Diagnosis and Treatment Recommendation of
Selected Acute Abdominal Diseases by Collabora Page 1 Page 1/19 Develo** a …

DNA-MAP, a knowledge-based decision support system for Australian Defence Force forensic ancestry prediction

K James - 2021‏ - eprints.qut.edu.au
Development of a Knowledge-Based Decision Support System to predict ancestry of the
remains of missing World War Two soldiers in South-East Asia. By utilizing biological and …