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Updated: Oct 15, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
[Expert systems in medicine]
Abstract:
Expert systems are software systems developed using different techniques of artificial intelligence that can act parallel to the "human" experts. The main role is consultative These are intelligent information systems that use more then 2000 different rules and that are capable to explain their decisions. Databases of such systems can contain huge number of data about different diseases and therapy modalities. In development of Medical Expert systems the rule of human experts is crucial. The teams of such experts are developing expert system considering the changes in medicine. Several modes of work are available. Consultation mode is used in cases when the diagnosis and treatment is uncertain. The human enter data about symptoms and signs of some medical disorder and computer creates a list of possible diagnosis and additional diagnostic test. Therapy for condition is also suggested. Simulation mode can simulate virtual patient and allows students and doctors to learn mode about some medical conditions. Some expert system as HEPAT can make "Decision Tree" for new-born jaundice. Similar expert system will be available in future for other fields in medicine. Some of expert systems are described in article.
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