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Expert systems: Definitions, advantages and issues in medical field applications
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“The advantages of using AI in healthcare include early disease detection and diagnosis, personalized medicine, improved workflow, decreased workload, reduced costs, and improved overall efficiency in healthcare systems globally [7–9].”
From Shaping the future: perspectives on the Integration of Artificial Intelligence in health profession education: a multi-country survey (2024) · cites this paper as [8]
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Metadata
- Authors
- Saibene, A., Assale, M., & Giltri, M.
- Affiliations
- University of Milano-Bicocca (IT)
- Corresponding author
- Saibene, Aurora
- Venue
- Expert Systems with Applications
- Publisher
- Elsevier BV
- Published
- 2021-09
- Volume
- 177
- Pages
- 114900
- ISSN
- 0957-4174 (ISSN-L)
- OpenAlex
- W3136256259
- Cited by
- 133
- References
- 120
- Citations by year
- 2026: 14 · 2025: 28 · 2024: 35 · 2023: 23 · 2022: 28 · 2021: 5
- FWCI
- 18.98
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Expert Systems with Applications (publishedVersion)
- BOA (University of Milano-Bicocca) (submittedVersion)
- Topics
- Health Sciences › Health Professions › Health Information Management › Artificial Intelligence in Healthcare
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Technology and Human Factors in Education and Health
- Keywords
- medical expert systems, medical diagnosis support, knowledge base, rule-based systems, fuzzy logic, wearable health monitoring, alert system, system validation, graphical user interface
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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